chore(main): release 0.13.0 (#125 )

🤖 I have created a release *beep* *boop* --- ## [0.13.0](https://github.com/shizand/statapp/compare/v0.12.5...v0.13.0) (2024-02-29) ### Новые функции * добавлены весовые коэффициенты ([#126](https://github.com/shizand/statapp/issues/126)) ([1900785](1900785502)) ### Исправления * исправлена "Остаточная дисперсия (масштабированная)" ([#124](https://github.com/shizand/statapp/issues/124)) ([babfd48](babfd48ee1)) --- This PR was generated with [Release Please](https://github.com/googleapis/release-please). See [documentation](https://github.com/googleapis/release-please#release-please). Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
feat: добавлены весовые коэффициенты (#126 )
2025-04-01 23:23:45 +03:00 · 2024-02-29 21:39:28 +03:00 · 2024-02-29 21:16:55 +03:00 · 2024-02-29 19:14:03 +03:00 · 2024-02-22 20:37:37 +03:00 · 2024-02-22 20:03:52 +03:00
73 changed files with 182579 additions and 758 deletions
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@ -15,7 +15,7 @@ jobs:
      matrix:
        os: [ubuntu-20.04, windows-latest]
        spec: [statapp-onefile, statapp]
-        arch: [x86, x64]
+        arch: [x64] # [x86, x64]
        include:
          - os: ubuntu-20.04
            target: linux
--- a/.gitignore
+++ b/.gitignore
@ -161,7 +161,7 @@ cython_debug/
 #  be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
 #  and can be added to the global gitignore or merged into this file.  For a more nuclear
 #  option (not recommended) you can uncomment the following to ignore the entire idea folder.
-#.idea/
+.idea/

 ### Python Patch ###
 # Poetry local configuration file - https://python-poetry.org/docs/configuration/#local-configuration
--- a/.idea/.gitignore
+++ b/.idea/.gitignore
@ -1,3 +0,0 @@
-# Default ignored files
-/shelf/
-/workspace.xml
--- a/.idea/inspectionProfiles/Project_Default.xml
+++ b/.idea/inspectionProfiles/Project_Default.xml
@ -1,14 +0,0 @@
-<component name="InspectionProjectProfileManager">
-  <profile version="1.0">
-    <option name="myName" value="Project Default" />
-    <inspection_tool class="PyPep8NamingInspection" enabled="true" level="WEAK WARNING" enabled_by_default="true">
-      <option name="ignoredErrors">
-        <list>
-          <option value="N802" />
-          <option value="N803" />
-          <option value="N806" />
-        </list>
-      </option>
-    </inspection_tool>
-  </profile>
-</component>
--- a/.idea/inspectionProfiles/profiles_settings.xml
+++ b/.idea/inspectionProfiles/profiles_settings.xml
@ -1,6 +0,0 @@
-<component name="InspectionProjectProfileManager">
-  <settings>
-    <option name="USE_PROJECT_PROFILE" value="false" />
-    <version value="1.0" />
-  </settings>
-</component>
--- a/.idea/misc.xml
+++ b/.idea/misc.xml
@ -1,7 +0,0 @@
-<?xml version="1.0" encoding="UTF-8"?>
-<project version="4">
-  <component name="Black">
-    <option name="sdkName" value="Poetry (statapp)" />
-  </component>
-  <component name="ProjectRootManager" version="2" project-jdk-name="Poetry (statapp) (2)" project-jdk-type="Python SDK" />
-</project>
--- a/.idea/modules.xml
+++ b/.idea/modules.xml
@ -1,8 +0,0 @@
-<?xml version="1.0" encoding="UTF-8"?>
-<project version="4">
-  <component name="ProjectModuleManager">
-    <modules>
-      <module fileurl="file://$PROJECT_DIR$/.idea/stat.iml" filepath="$PROJECT_DIR$/.idea/stat.iml" />
-    </modules>
-  </component>
-</project>
--- a/.idea/runConfigurations/statapp.xml
+++ b/.idea/runConfigurations/statapp.xml
@ -1,24 +0,0 @@
-<component name="ProjectRunConfigurationManager">
-  <configuration default="false" name="statapp" type="PythonConfigurationType" factoryName="Python" nameIsGenerated="true">
-    <module name="stat" />
-    <option name="ENV_FILES" value="" />
-    <option name="INTERPRETER_OPTIONS" value="" />
-    <option name="PARENT_ENVS" value="true" />
-    <envs>
-      <env name="PYTHONUNBUFFERED" value="1" />
-    </envs>
-    <option name="SDK_HOME" value="" />
-    <option name="WORKING_DIRECTORY" value="" />
-    <option name="IS_MODULE_SDK" value="true" />
-    <option name="ADD_CONTENT_ROOTS" value="true" />
-    <option name="ADD_SOURCE_ROOTS" value="true" />
-    <option name="SCRIPT_NAME" value="statapp" />
-    <option name="PARAMETERS" value="" />
-    <option name="SHOW_COMMAND_LINE" value="false" />
-    <option name="EMULATE_TERMINAL" value="false" />
-    <option name="MODULE_MODE" value="true" />
-    <option name="REDIRECT_INPUT" value="false" />
-    <option name="INPUT_FILE" value="" />
-    <method v="2" />
-  </configuration>
-</component>
--- a/.idea/stat.iml
+++ b/.idea/stat.iml
@ -1,8 +0,0 @@
-<?xml version="1.0" encoding="UTF-8"?>
-<module type="PYTHON_MODULE" version="4">
-  <component name="NewModuleRootManager">
-    <content url="file://$MODULE_DIR$" />
-    <orderEntry type="inheritedJdk" />
-    <orderEntry type="sourceFolder" forTests="false" />
-  </component>
-</module>
--- a/.idea/vcs.xml
+++ b/.idea/vcs.xml
@ -1,6 +0,0 @@
-<?xml version="1.0" encoding="UTF-8"?>
-<project version="4">
-  <component name="VcsDirectoryMappings">
-    <mapping directory="" vcs="Git" />
-  </component>
-</project>
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@ -11,7 +11,7 @@ repos:
    -   id: trailing-whitespace
    -   id: end-of-file-fixer
    -   id: check-yaml
-    -   id: check-added-large-files
+    #-   id: check-added-large-files
 -   repo: https://github.com/johann-petrak/licenseheaders.git
    rev: v0.8.8
    hooks:
--- a/.pylintrc
+++ b/.pylintrc
@ -3,7 +3,7 @@ ignored-modules=PySide2
 extension-pkg-whitelist=PySide2

 [MASTER]
-init-hook="import sys; sys.path.append('./statapp')"
+init-hook="import sys; sys.path.append('.')"
 ignore-patterns=ui_.+\.py

 [BASIC]
@ -23,6 +23,7 @@ disable=
    fixme,
    missing-docstring,
    too-many-public-methods,
+    too-many-locals,
    too-few-public-methods,
    too-many-arguments,
    broad-except
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@ -1,5 +1,80 @@
 # Changelog

+## [0.13.0](https://github.com/shizand/statapp/compare/v0.12.5...v0.13.0) (2024-02-29)
+
+
+### Новые функции
+
+* добавлены весовые коэффициенты ([#126](https://github.com/shizand/statapp/issues/126)) ([1900785](https://github.com/shizand/statapp/commit/1900785502d9066b31ed5311fab334f21eb9454e))
+
+
+### Исправления
+
+* исправлена "Остаточная дисперсия (масштабированная)" ([#124](https://github.com/shizand/statapp/issues/124)) ([babfd48](https://github.com/shizand/statapp/commit/babfd48ee15504342b01d9a1a98fcc1aafc890dc))
+
+## [0.12.5](https://github.com/shizand/statapp/compare/v0.12.4...v0.12.5) (2024-02-22)
+
+
+### Исправления
+
+* заменён алгоритм моделирования полиномов и исправлен прогноз ([#122](https://github.com/shizand/statapp/issues/122)) ([f17644d](https://github.com/shizand/statapp/commit/f17644dd15bd8999196c994c1634fe27d621fabc))
+
+## [0.12.4](https://github.com/shizand/statapp/compare/v0.12.3...v0.12.4) (2024-02-15)
+
+
+### Исправления
+
+* исправлен вывод коэффициента множественной детерминации в "Преобразования" ([da68523](https://github.com/shizand/statapp/commit/da685239136c7047ecaa5f63b7d52d25930ce895))
+
+## [0.12.3](https://github.com/shizand/statapp/compare/v0.12.2...v0.12.3) (2024-02-14)
+
+
+### Исправления
+
+* добавлен более подробный вывод ошибок в консоль ([780d5b3](https://github.com/shizand/statapp/commit/780d5b30fdc271f670c09369c1a0a692f89e7fc2))
+* исправлен вывод коэффициента множественной детерминации ([260cc99](https://github.com/shizand/statapp/commit/260cc99afa3e5bc0aaf0fbad8870eebd909e558c))
+
+## [0.12.2](https://github.com/shizand/statapp/compare/v0.12.1...v0.12.2) (2024-02-12)
+
+
+### Исправления
+
+* Добавлены краткие теоретические сведения README ([34bcee2](https://github.com/shizand/statapp/commit/34bcee2acf3a7cee806d2da49ca0e546df8d1e3f))
+
+## [0.12.1](https://github.com/shizand/statapp/compare/v0.12.0...v0.12.1) (2024-02-11)
+
+
+### Исправления
+
+* добавлено отключение "Распределения" при отсутствии отклика ([8ca535c](https://github.com/shizand/statapp/commit/8ca535cc8fb3c97d049afaef30ade033781a6e8e))
+* исправлены ссылки на некоторую дополнительную литературу ([c23e1f8](https://github.com/shizand/statapp/commit/c23e1f81a9243d81a3e8f00f9f2b2ede941f5691))
+
+## [0.12.0](https://github.com/shizand/statapp/compare/v0.11.0...v0.12.0) (2024-02-11)
+
+
+### Новые функции
+
+* Добавлена дополнительная литература ([#117](https://github.com/shizand/statapp/issues/117)) ([ded55cb](https://github.com/shizand/statapp/commit/ded55cb5d73e5b1d118c8f2ceaaf107a563f0e5e)), closes [#114](https://github.com/shizand/statapp/issues/114)
+* добавлены "Распределения" ([#116](https://github.com/shizand/statapp/issues/116)) ([981580f](https://github.com/shizand/statapp/commit/981580f46d55b949af440973660a5b9b946827bd)), closes [#111](https://github.com/shizand/statapp/issues/111) [#112](https://github.com/shizand/statapp/issues/112)
+
+
+### Исправления
+
+* Дополнил README ([9766ecb](https://github.com/shizand/statapp/commit/9766ecb7f5f4bb4b960ad9519bbe28919ecda41d))
+
+## [0.11.0](https://github.com/shizand/statapp/compare/v0.10.2...v0.11.0) (2024-02-03)
+
+
+### Новые функции
+
+* добавлен пункт "Использование" ([#108](https://github.com/shizand/statapp/issues/108)) ([aafa5a0](https://github.com/shizand/statapp/commit/aafa5a0ebbb772b6aa55699d8a50587a8fe6c8e0)), closes [#70](https://github.com/shizand/statapp/issues/70)
+* добавлена возможность удалить факторы ([#103](https://github.com/shizand/statapp/issues/103)) ([30447a8](https://github.com/shizand/statapp/commit/30447a801afdac80da948a6f0961ce7b08591f4f)), closes [#102](https://github.com/shizand/statapp/issues/102)
+
+
+### Исправления
+
+* добавлена легенда графика ([#104](https://github.com/shizand/statapp/issues/104)) ([240a517](https://github.com/shizand/statapp/commit/240a517dd6691d45253b5863b54b4b035aaea8f1)), closes [#101](https://github.com/shizand/statapp/issues/101)
+
 ## [0.10.2](https://github.com/shizand/statapp/compare/v0.10.1...v0.10.2) (2024-02-01)


--- a/README.md
+++ b/README.md
@ -20,9 +20,9 @@

 ## Установка

-Программа распространяется с помощью [PyInstaller](https://pyinstaller.org/en/stable/). 
+Программа распространяется с помощью [PyInstaller](https://pyinstaller.org/en/stable/).

-Существует две версиии: **statapp** и **statapp-onefile**. 
+Существует две версиии: **statapp** и **statapp-onefile**.

 Различия в том, что onefile версия поставляется одним единственным бинарным файлом. На Windows системах с включенным антивирусом это может вызывать [некоторые проблемы](https://qna.habr.com/q/988553).

@ -39,9 +39,17 @@ poetry install
 pyinstaller statapp.spec # или pyinstaller statapp.spec -- --one-file
 ```

+Документация собирается с помощью [grip](https://github.com/joeyespo/grip)
+
+```bash
+echo "STYLE_URLS = [\"https://cdn.jsdelivr.net/gh/shizand/statapp@main/statapp/docs/grip.css\"]" > ~/.grip/settings.py
+cd docs
+grip .
+```
+
 ## Использование

-<!-- TODO -->
+Использование описано в [Руководстве пользователя](docs/README.md).

 ## Чем я могу помочь проекту?

--- a/environment.yml
+++ b/environment.yml
@ -0,0 +1,155 @@
+name: statapp
+channels:
+  - conda-forge
+  - defaults
+dependencies:
+  - _libgcc_mutex=0.1=conda_forge
+  - _openmp_mutex=4.5=2_gnu
+  - alsa-lib=1.2.10=hd590300_0
+  - attr=2.5.1=h166bdaf_1
+  - bzip2=1.0.8=hd590300_5
+  - ca-certificates=2024.2.2=hbcca054_0
+  - cairo=1.16.0=h6cf1ce9_1008
+  - dbus=1.13.6=h48d8840_2
+  - expat=2.5.0=hcb278e6_1
+  - font-ttf-dejavu-sans-mono=2.37=hab24e00_0
+  - font-ttf-inconsolata=3.000=h77eed37_0
+  - font-ttf-source-code-pro=2.038=h77eed37_0
+  - font-ttf-ubuntu=0.83=h77eed37_1
+  - fontconfig=2.14.2=h14ed4e7_0
+  - fonts-conda-ecosystem=1=0
+  - fonts-conda-forge=1=0
+  - freetype=2.12.1=h267a509_2
+  - gettext=0.21.1=h27087fc_0
+  - glib=2.68.4=h9c3ff4c_0
+  - glib-tools=2.68.4=h9c3ff4c_0
+  - graphite2=1.3.13=h58526e2_1001
+  - gst-plugins-base=1.18.4=h29181c9_0
+  - gstreamer=1.18.5=h76c114f_0
+  - harfbuzz=3.0.0=h83ec7ef_1
+  - icu=68.2=h9c3ff4c_0
+  - jpeg=9e=h166bdaf_2
+  - keyutils=1.6.1=h166bdaf_0
+  - krb5=1.19.3=h3790be6_0
+  - lame=3.100=h166bdaf_1003
+  - ld_impl_linux-64=2.38=h1181459_1
+  - libcap=2.69=h0f662aa_0
+  - libclang=11.1.0=default_ha53f305_1
+  - libclang13=14.0.6=default_h9986a30_1
+  - libcups=2.3.3=h3e49a29_2
+  - libedit=3.1.20191231=he28a2e2_2
+  - libevent=2.1.10=h9b69904_4
+  - libexpat=2.5.0=hcb278e6_1
+  - libffi=3.3=h58526e2_2
+  - libflac=1.4.3=h59595ed_0
+  - libgcc-ng=13.2.0=h807b86a_5
+  - libgcrypt=1.10.3=hd590300_0
+  - libglib=2.68.4=h3e27bee_0
+  - libgomp=13.2.0=h807b86a_5
+  - libgpg-error=1.47=h71f35ed_0
+  - libiconv=1.17=hd590300_2
+  - libjpeg-turbo=2.1.4=h166bdaf_0
+  - libllvm11=11.1.0=he0ac6c6_5
+  - libllvm14=14.0.6=hcd5def8_4
+  - libogg=1.3.4=h7f98852_1
+  - libopus=1.3.1=h7f98852_1
+  - libpng=1.6.42=h2797004_0
+  - libpq=13.8=hd77ab85_0
+  - libsndfile=1.2.2=hc60ed4a_1
+  - libsqlite=3.44.2=h2797004_0
+  - libstdcxx-ng=13.2.0=h7e041cc_5
+  - libsystemd0=255=h3516f8a_0
+  - libuuid=2.38.1=h0b41bf4_0
+  - libvorbis=1.3.7=h9c3ff4c_0
+  - libxcb=1.15=h0b41bf4_0
+  - libxkbcommon=1.0.3=he3ba5ed_0
+  - libxml2=2.9.12=h72842e0_0
+  - libxslt=1.1.33=h15afd5d_2
+  - libzlib=1.2.13=hd590300_5
+  - lz4-c=1.9.4=hcb278e6_0
+  - mpg123=1.32.4=h59595ed_0
+  - mysql-common=8.0.32=h14678bc_0
+  - mysql-libs=8.0.32=h54cf53e_0
+  - ncurses=6.4=h6a678d5_0
+  - nspr=4.35=h27087fc_0
+  - nss=3.97=h1d7d5a4_0
+  - openssl=1.1.1w=hd590300_0
+  - pcre=8.45=h9c3ff4c_0
+  - pcre2=10.42=hcad00b1_0
+  - pip=23.3.1=py38h06a4308_0
+  - pixman=0.43.2=h59595ed_0
+  - pthread-stubs=0.4=h36c2ea0_1001
+  - pyside2=5.13.2=py38h2009f50_7
+  - python=3.8.10=h49503c6_1_cpython
+  - python_abi=3.8=2_cp38
+  - qt=5.12.9=hda022c4_4
+  - readline=8.2=h5eee18b_0
+  - setuptools=68.2.2=py38h06a4308_0
+  - sqlite=3.41.2=h5eee18b_0
+  - tk=8.6.12=h1ccaba5_0
+  - wheel=0.41.2=py38h06a4308_0
+  - xcb-util=0.4.0=hd590300_1
+  - xcb-util-image=0.4.0=h8ee46fc_1
+  - xcb-util-keysyms=0.4.0=h8ee46fc_1
+  - xcb-util-renderutil=0.3.9=hd590300_1
+  - xcb-util-wm=0.4.1=h8ee46fc_1
+  - xkeyboard-config=2.40=hd590300_0
+  - xorg-kbproto=1.0.7=h7f98852_1002
+  - xorg-libice=1.1.1=hd590300_0
+  - xorg-libsm=1.2.4=h7391055_0
+  - xorg-libx11=1.8.7=h8ee46fc_0
+  - xorg-libxau=1.0.11=hd590300_0
+  - xorg-libxdmcp=1.1.3=h7f98852_0
+  - xorg-libxext=1.3.4=h0b41bf4_2
+  - xorg-libxrender=0.9.11=hd590300_0
+  - xorg-renderproto=0.11.1=h7f98852_1002
+  - xorg-xextproto=7.3.0=h0b41bf4_1003
+  - xorg-xf86vidmodeproto=2.3.1=h7f98852_1002
+  - xorg-xproto=7.0.31=h7f98852_1007
+  - xz=5.4.5=h5eee18b_0
+  - zlib=1.2.13=hd590300_5
+  - zstd=1.5.5=hfc55251_0
+  - pip:
+      - altgraph==0.17.4
+      - astroid==2.15.8
+      - cfgv==3.4.0
+      - contourpy==1.1.1
+      - cycler==0.12.1
+      - dill==0.3.7
+      - distlib==0.3.7
+      - filelock==3.12.4
+      - fonttools==4.43.1
+      - identify==2.5.30
+      - importlib-metadata==6.8.0
+      - importlib-resources==6.1.0
+      - isort==5.12.0
+      - kiwisolver==1.4.5
+      - lazy-object-proxy==1.9.0
+      - matplotlib==3.7.3
+      - mccabe==0.7.0
+      - mpmath==1.3.0
+      - nodeenv==1.8.0
+      - numpy==1.24.4
+      - packaging==23.2
+      - pandas==2.0.3
+      - pillow==9.5.0
+      - platformdirs==3.11.0
+      - pre-commit==3.5.0
+      - pyinstaller==6.1.0
+      - pyinstaller-hooks-contrib==2023.10
+      - pylint==2.17.7
+      - pyparsing==3.1.1
+      - python-dateutil==2.8.2
+      - pytz==2023.3.post1
+      - pyyaml==6.0.1
+      - setuptools-scm==8.0.4
+      - six==1.16.0
+      - sympy==1.12
+      - tomli==2.0.1
+      - tomlkit==0.12.1
+      - typing-extensions==4.8.0
+      - tzdata==2023.3
+      - virtualenv==20.24.5
+      - wrapt==1.15.0
+      - zipp==3.17.0
+prefix: /home/maxim/miniconda3/envs/statapp
--- a/literature/Гмурман
+++ b/literature/Гмурман
--- a/literature/Гмурман
+++ b/literature/Гмурман
--- a/literature/Горяинов
+++ b/literature/Горяинов
--- a/literature/Григорьев-Голубев,
+++ b/literature/Григорьев-Голубев,
--- a/literature/Кадочникова
+++ b/literature/Кадочникова
--- a/Эконометрика.pdf
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--- a/literature/Садовникова
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 ]

 [[package]]
@ -1268,4 +1353,4 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "p
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.8,<3.9"
-content-hash = "e8ca19934d2ae7c8fbe0238a777e8d7b8882c86d38a700bdd0495b175f1458fe"
+content-hash = "9bf21cc5d976daacdc0b02b174351c8a7e4b6a6602cbc1b5f0d7b658cf0b908a"
--- a/pyproject.toml
+++ b/pyproject.toml
@ -1,6 +1,6 @@
 [tool.poetry]
 name = "statapp"
-version = "0.10.2"
+version = "0.13.0"
 description = ""
 authors = [
    "Maxim Slipenko <statapp@maks1ms.addy.io>"
@ -20,6 +20,9 @@ pylint = { version = "^2", markers = "python_version < '3.9'" }
 sympy = "^1.12"
 matplotlib = "^3.7.0"
 pillow = "9.5"
+scikit-learn = "1.3.2"
+
+


 [build-system]
--- a/statapp.spec
+++ b/statapp.spec
@ -17,7 +17,11 @@ parser = argparse.ArgumentParser()
 parser.add_argument("--one-file", action="store_true")
 options = parser.parse_args()

-datas = [('statapp/ui/images/*', 'ui/images')]
+datas = [
+    ('statapp/ui/images/*', 'ui/images'),
+    ('statapp/docs/files/*', 'docs/files'),
+    ('statapp/docs/README.html', 'docs')
+]
 datas += copy_metadata('statapp')


--- a/statapp/main.py
+++ b/statapp/main.py
@ -26,15 +26,14 @@ from statapp.main_window import MainWindow


 def main():
+    QtCore.QCoreApplication.setAttribute(QtCore.Qt.AA_ShareOpenGLContexts)
    app = QApplication(sys.argv)
-
    translator = QtCore.QTranslator(app)
    locale = QtCore.QLocale.system().name()
    path = QtCore.QLibraryInfo.location(QtCore.QLibraryInfo.TranslationsPath)
    translator.load(f'qt_{locale}', path)
    translator.load(f'qtbase_{locale}', path)
    app.installTranslator(translator)
-
    window = MainWindow()
    window.show()
    return app.exec_()
--- a/statapp/_vendor/multipolyfit.py
+++ b/statapp/_vendor/multipolyfit.py
@ -1,124 +0,0 @@
-# Copyright (c) 2023 Matthew Rocklin
-# All rights reserved.
-# This source code is distributed under the terms of the BSD license,
-# which allows you to use, modify, and distribute it
-# as long as you comply with the license terms.
-
-# In addition, this code has been modified by Maxim Slipenko and
-# is now also licensed under the GPL-3.0.
-# See the GPL-3.0 license for details.
-
-import itertools
-from numpy import linalg, zeros, ones, hstack, asarray
-from sympy import symbols, Mul, Add, S
-
-
-def basisVector(n, i):
-    """ Return an array like [0, 0, ..., 1, ..., 0, 0]
-
-    >>> from statapp._vendor.multipolyfit import basisVector
-    >>> basis_vector(3, 1)
-    array([0, 1, 0])
-    >>> basisVector(5, 4)
-    array([0, 0, 0, 0, 1])
-    """
-    x = zeros(n, dtype=int)
-    x[i] = 1
-    return x
-
-
-def asTall(x):
-    """ Turns a row vector into a column vector """
-    return x.reshape(x.shape + (1,))
-
-
-def multipolyfit(xs, y, deg, full=False, modelOut=False, powersOut=False):
-    # pylint: disable-msg=too-many-locals
-    """
-    Least squares multivariate polynomial fit
-
-    Fit a polynomial like ``y = a**2 + 3a - 2ab + 4b**2 - 1``
-    with many covariates a, b, c, ...
-
-    Parameters
-    ----------
-
-    xs : array_like, shape (M, k)
-         x-coordinates of the k covariates over the M sample points
-    y :  array_like, shape(M,)
-         y-coordinates of the sample points.
-    deg : int
-         Degree o fthe fitting polynomial
-    modelOut : bool (defaults to True)
-         If True return a callable function
-         If False return an array of coefficients
-    powersOut : bool (defaults to False)
-         Returns the meaning of each of the coefficients in the form of an
-         iterator that gives the powers over the inputs and 1
-         For example if xs corresponds to the covariates a,b,c then the array
-         [1, 2, 1, 0] corresponds to 1**1 * a**2 * b**1 * c**0
-
-    See Also
-    --------
-        numpy.polyfit
-
-    """
-    # pylin
-    y = asarray(y).squeeze()
-    # rows = y.shape[0]
-    xs = asarray(xs)
-    numCovariates = xs.shape[1]
-    xs = hstack((ones((xs.shape[0], 1), dtype=xs.dtype) , xs))
-
-    generators = [basisVector(numCovariates + 1, i)
-                  for i in range(numCovariates+1)]
-
-    # All combinations of degrees
-    powers = [sum(x) for x in itertools.combinations_with_replacement(generators, deg)]
-
-    # Raise data to specified degree pattern, stack in order
-    a = hstack(asarray([asTall((xs ** p).prod(1)) for p in powers]))
-
-    result = linalg.lstsq(a, y, rcond=None)
-    beta = result[0]
-
-    if modelOut:
-        return mkModel(beta, powers)
-
-    if powersOut:
-        return beta, powers
-
-    if full:
-        return result, powers, a
-
-    return beta
-
-
-def mkModel(beta, powers):
-    """ Create a callable python function out of beta/powers from multipolyfit
-
-    This function is callable from within multipolyfit using the model_out flag
-    """
-    # Create a function that takes in many x values
-    # and returns an approximate y value
-    def model(*args):
-        numCovariates = len(powers[0]) - 1
-        if len(args) != numCovariates:
-            raise ValueError(f"Expected {numCovariates} inputs")
-        xs = asarray((1,) + args)
-        return sum(coeff * (xs**p).prod()
-                             for p, coeff in zip(powers, beta))
-    return model
-
-
-def mkSympyFunction(beta, powers):
-    terms = getTerms(powers)
-    return Add(*[coeff * term for term, coeff in zip(terms, beta)])
-
-
-def getTerms(powers):
-    numCovariates = len(powers[0])
-    xs = (S.One,) + symbols(f'x1:{numCovariates}')
-
-    terms = [Mul(*[x ** deg for x, deg in zip(xs, power)]) for power in powers]
-    return terms
--- a/statapp/calculations.py
+++ b/statapp/calculations.py
@ -22,7 +22,11 @@ from dataclasses import dataclass
 import numpy as np
 import pandas as pd
 import sympy as sp
-from statapp._vendor.multipolyfit import multipolyfit, getTerms
+from sklearn.preprocessing import PolynomialFeatures
+from sklearn.linear_model import LinearRegression
+from sklearn.metrics import mean_squared_error
+from sklearn.metrics import r2_score
+

 DIRECT_LINK = 0
 INDIRECT_LINK = 1
@ -78,64 +82,95 @@ class RegressionResult:
    monomials: list


-def commonPolynom(inputData, deg) -> RegressionResult:
-    x = inputData[:, 1:]
-    y = inputData[:, 0]
-    result, powers, data = multipolyfit(x, y, deg, full=True)
-    (out, mse, scaledResidualVariance,
-     rSquared, fStatistic) = calculateStats(data, result[0], result[1], y)
+def _prepareDataAndFeatures(data, degree):
+    y = data[:, 0]
+    x = data[:, 1:]
+    polyFeatures = PolynomialFeatures(degree=degree, include_bias=False)
+    xPoly = polyFeatures.fit_transform(x)
+    return y, x, xPoly, polyFeatures
+
+
+def _trainModelAndPredict(y, xPoly):
+    model = LinearRegression(fit_intercept=True)
+    model.fit(xPoly, y)
+    predictions = model.predict(xPoly)
+    return model, predictions
+
+
+def _calculateStatistics(y, x, xPoly, predictions, model, polyFeatures):
+    # Рассчитываем Среднеквадратическую ошибку (MSE) между фактическими и прогнозируемыми значениями
+    mse = mean_squared_error(y, predictions)
+    # Рассчитываем коэффициент детерминации R^2, который
+    # показывает долю вариации зависимой переменной, объясненную моделью
+    rSquared = r2_score(y, predictions)
+    # Определяем количество наблюдений
+    n = xPoly.shape[0]
+    # Определяем количество предикторов (признаков) плюс один для свободного члена
+    k = xPoly.shape[1] + 1
+    # Рассчитываем F-статистику для оценки значимости всей регрессионной модели
+    fStatistic = (rSquared / (k - 1)) / ((1 - rSquared) / (n - k))
+    # Собираем параметры модели, включая свободный член и коэффициенты перед переменными
+    params = np.hstack([model.intercept_, model.coef_])
+    # Вычисляем остатки модели как разницу между фактическими и прогнозируемыми значениями
+    residuals = y - predictions
+    # Добавляем столбец единиц к матрице признаков для учета свободного члена в регрессионной модели
+    xWithIntercept = np.hstack([np.ones((n, 1)), xPoly])
+    # Рассчитываем дисперсии коэффициентов модели
+    varB = mse * np.linalg.pinv(xWithIntercept.T @ xWithIntercept).diagonal()
+    # Вычисляем стандартные ошибки коэффициентов, берем корень из дисперсий
+    seB = np.sqrt(np.maximum(varB, 0))
+    # Рассчитываем t-статистики для каждого коэффициента
+    tStats = params / seB
+    # Рассчитываем дисперсию остатков с поправкой на количество параметров
+    residualVariance = np.var(residuals, ddof=k)
+    # Рассчитываем скорректированную дисперсию остатков
+    scaledResidualVariance = 1 - rSquared
+    # Генерируем список мономов (названий признаков после
+    # полиномиализации), добавляя константу для свободного члена
+    monomials = ['c'] + list(
+        polyFeatures.get_feature_names_out(['x' + str(i) for i in range(1, x.shape[1] + 1)])
+    )
+    # Заменяем пробелы на звездочки для представления умножения в названиях мономов
+    monomials = [monomial.replace(' ', '*') for monomial in monomials]
+    weightsCoef = np.concatenate((np.array([0]), tStats[1:] / np.sum(tStats[1:])))
+    # Возвращаем рассчитанные статистики и названия мономов
+    return (params, tStats, weightsCoef,
+            residualVariance, scaledResidualVariance,
+            rSquared, fStatistic, monomials)
+
+
+
+def _regressionAnalysis(data, degree):
+    y, x, xPoly, polyFeatures = _prepareDataAndFeatures(
+        data, degree
+    )
+    model, predictions = _trainModelAndPredict(y, xPoly)
+    (params, tStats, weightsCoef, residualVariance,
+     scaledResidualVariance, rSquared, fStatistic, monomials) = (
+        _calculateStatistics(
+        y,
+        x,
+        xPoly,
+        predictions,
+        model,
+        polyFeatures
+    ))

    return RegressionResult(
-        out.to_numpy(),
-        np.float64(mse),
-        np.float64(scaledResidualVariance),
-        np.float64(rSquared),
-        np.float64(fStatistic),
-        ['c' if str(x) == '1' else str(x) for x in getTerms(powers)]
+        np.vstack((params, tStats, weightsCoef)).T,
+        residualVariance,
+        scaledResidualVariance,
+        rSquared,
+        fStatistic,
+        monomials
    )

-
-def linearPolynom(inputData) -> RegressionResult:
-    return commonPolynom(inputData, 1)
+def linearPolynom(data):
+    return _regressionAnalysis(data, 1)


-def squaredPolynom(inputData) -> RegressionResult:
-    return commonPolynom(inputData, 2)
-
-
-def calculateStats(data, params, residues, y):
-    # pylint: disable-msg=too-many-locals
-
-    k = len(params)  # Количество оцениваемых параметров (коэффициентов)
-    n = len(data)  # Количество наблюдений
-
-    # Степень свободы (degrees of freedom) для остатков
-    dof = n - k  # Количество наблюдений минус количество оцениваемых параметров
-    # Остаточная дисперсия (Mean Squared Error, MSE)
-    mse = residues / dof
-    # Среднее значение остатков
-    meanResiduals = np.sum(residues) / dof
-    # Масштабированная остаточная дисперсия
-    scaledResidualVariance = residues / meanResiduals ** 2
-    # Ковариационная матрица коэффициентов
-    cov = mse * np.diagonal(np.linalg.inv(data.T @ data))
-    # Стандартные ошибки коэффициентов
-    se = np.sqrt(cov)
-    # T-статистики для каждого коэффициента регрессии
-    tStatistics = params / se
-
-    # R-squared (коэффициент множественной детерминации)
-    sst = np.sum((y - np.mean(y)) ** 2)  # Сумма квадратов отклонений
-    rSquared = 1 - (mse[0] / sst)
-
-    # F-statistic (статистика Фишера)
-    fStatistic = (rSquared / (k - 1)) / ((1 - rSquared) / (n - k))
-
-    out = pd.DataFrame()
-    out[0] = params
-    out[1] = tStatistics
-
-    return out, mse[0], scaledResidualVariance, rSquared, fStatistic
+def squaredPolynom(data):
+    return _regressionAnalysis(data, 2)


 def prediction(inputData, result: RegressionResult):
@ -153,8 +188,12 @@ def prediction(inputData, result: RegressionResult):

    results = []

+    numVars = inputs.shape[1]
+    symbolsStr = ' '.join([f'x{i}' for i in range(1, numVars + 1)])
+    symbols = sp.symbols(symbolsStr)
+
    for y, xValues in zip(outputs, inputs):
-        subsDict = dict(zip(expr.free_symbols, xValues))
+        subsDict = dict(zip(symbols, xValues))
        predictedResult = expr.subs(subsDict)
        difference = predictedResult - y

--- a/statapp/distribution_window.py
+++ b/statapp/distribution_window.py
@ -0,0 +1,105 @@
+#
+# Copyright (c) 2024 Maxim Slipenko, Eugene Lazurenko.
+#
+# This file is part of Statapp
+# (see https://github.com/shizand/statapp).
+#
+# This program is free software: you can redistribute it and/or modify
+# it under the terms of the GNU General Public License as published by
+# the Free Software Foundation, either version 3 of the License, or
+# (at your option) any later version.
+#
+# This program is distributed in the hope that it will be useful,
+# but WITHOUT ANY WARRANTY; without even the implied warranty of
+# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+# GNU General Public License for more details.
+#
+# You should have received a copy of the GNU General Public License
+# along with this program. If not, see <http://www.gnu.org/licenses/>.
+#
+import numpy as np
+from PySide2.QtWidgets import QDialog, QVBoxLayout, QComboBox
+
+from statapp.polynoms.polynom_window import MplCanvas
+from statapp.utils import addIcon
+from statapp.models.utils import yxHeader
+
+
+class DistributionWindow(QDialog):
+    def __init__(self, title: str, data: np.ndarray):
+        super().__init__()
+        self.setWindowTitle(title)
+        addIcon(self)
+
+        self.layout = QVBoxLayout()
+        self.setLayout(self.layout)
+
+        self.data = data
+        self.values = yxHeader(data.shape[1])
+
+        self.comboBox = QComboBox()
+        self.comboBox.addItems(self.values)
+        self.comboBox.currentIndexChanged.connect(self.onChange)
+        self.sc = self.getSc(data[:, 0])
+        self.layout.addWidget(self.comboBox)
+
+        self.l = QVBoxLayout()
+        self.l.addWidget(self.sc)
+        self.layout.addLayout(self.l)
+
+
+    def onChange(self):
+        while ((child := self.l.takeAt(0)) is not None):
+            child.widget().deleteLater()
+        self.sc = self.getSc(self.data[:, self.comboBox.currentIndex()])
+        self.l.addWidget(self.sc)
+
+
+class UniformDistributionWindow(DistributionWindow):
+    def __init__(self, data: np.array):
+        super().__init__("Равномерное распределение", data)
+
+    def getSc(self, points):
+        sc = MplCanvas(self, width=5, height=4, dpi=100)
+        points = np.sort(points)
+        points = np.array(
+            [points[0]] +
+            [pt for pt, next_pt in zip(points[:-1], points[1:]) if pt != next_pt]
+        )
+        differences = np.diff(points)
+        inverseDifferences = 1 / differences
+        for i, (start, end) in enumerate(zip(points[:-1], points[1:])):
+            sc.axes.hlines(inverseDifferences[i], start, end, colors='r', linestyles='solid')
+        return sc
+
+
+def normalDensity(x, mu, sigmaSquared):
+    return 1 / np.sqrt(2 * np.pi * sigmaSquared) * np.exp(-(x - mu) ** 2 / (2 * sigmaSquared))
+
+
+class NormalDistributionWindow(DistributionWindow):
+    def __init__(self, data: np.array):
+        super().__init__("Нормальное распределение", data)
+
+    def getSc(self, points):
+        sc = MplCanvas(self, width=5, height=4, dpi=100)
+        points = np.sort(points)
+        mu = np.mean(points)
+        sigmaSquared = np.var(points)
+        yValues = normalDensity(points, mu, sigmaSquared)
+        sc.axes.plot(points, yValues)
+        return sc
+
+
+class ExponentialDistributionWindow(DistributionWindow):
+    def __init__(self, data: np.array):
+        super().__init__("Экспоненциальное распределение", data)
+
+    def getSc(self, points):
+        sc = MplCanvas(self, width=5, height=4, dpi=100)
+        points = np.sort(points)
+        mu = np.mean(points)
+        lambdaParam = 1 / mu
+        yValues = lambdaParam * np.exp(-lambdaParam * points)
+        sc.axes.plot(points, yValues)
+        return sc
--- a/statapp/docs/README.html
+++ b/statapp/docs/README.html
--- a/statapp/docs/README.md
+++ b/statapp/docs/README.md
@ -0,0 +1,277 @@
+<!--
+Copyright (c) 2024 Maxim Slipenko, Eugene Lazurenko.
+
+This file is part of Statapp
+(see https://github.com/shizand/statapp).
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU General Public License as published by
+the Free Software Foundation, either version 3 of the License, or
+(at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+GNU General Public License for more details.
+
+You should have received a copy of the GNU General Public License
+along with this program. If not, see <http://www.gnu.org/licenses/>.
+-->
+# Руководство пользователя для программы "Statapp"
+
+## Условные обозначения
+
+`Взаимодействие` - так отображается интерфестные части приложения с которыми пользователь может и должен взаимодействовать. к тами относятся кнопки, пункты меню, окна приложения, страницы в моделировании и тд.
+
+*Пример* - так отображаются комментарии или описания. Обычно используются в качестве подписей к картинкам.
+
+***Параметр*** - так отображаются параметры, которые пользователь может получить в результате вычислений в приложении.
+
+## Введение
+"Statapp" — это программное решение для статистического анализа и регрессионного моделирования, позволяющее специалистам в области данных проводить глубокий анализ и создавать точные прогностические модели.
+
+## Дополнительная литература
+
+- [Гмурман В. Е. Теория вероятностей и математическая статистика. Учеб. пособие для вузов.pdf](https://raw.githubusercontent.com/shizand/statapp/v0.12.0/literature/%D0%93%D0%BC%D1%83%D1%80%D0%BC%D0%B0%D0%BD%20%D0%92.%20%D0%95.%20%D0%A2%D0%B5%D0%BE%D1%80%D0%B8%D1%8F%20%D0%B2%D0%B5%D1%80%D0%BE%D1%8F%D1%82%D0%BD%D0%BE%D1%81%D1%82%D0%B5%D0%B9%20%D0%B8%20%D0%BC%D0%B0%D1%82%D0%B5%D0%BC%D0%B0%D1%82%D0%B8%D1%87%D0%B5%D1%81%D0%BA%D0%B0%D1%8F%20%D1%81%D1%82%D0%B0%D1%82%D0%B8%D1%81%D1%82%D0%B8%D0%BA%D0%B0.%20%D0%A3%D1%87%D0%B5%D0%B1.%20%D0%BF%D0%BE%D1%81%D0%BE%D0%B1%D0%B8%D0%B5%20%D0%B4%D0%BB%D1%8F%20%D0%B2%D1%83%D0%B7%D0%BE%D0%B2.pdf)
+- [Гмурман В.Е. Руководство к решению задач по теории вероятностей и математической статистике](https://raw.githubusercontent.com/shizand/statapp/v0.12.0/literature/%D0%93%D0%BC%D1%83%D1%80%D0%BC%D0%B0%D0%BD%20%D0%92.%D0%95.%20%D0%A0%D1%83%D0%BA%D0%BE%D0%B2%D0%BE%D0%B4%D1%81%D1%82%D0%B2%D0%BE%20%D0%BA%20%D1%80%D0%B5%D1%88%D0%B5%D0%BD%D0%B8%D1%8E%20%D0%B7%D0%B0%D0%B4%D0%B0%D1%87%20%D0%BF%D0%BE%20%D1%82%D0%B5%D0%BE%D1%80%D0%B8%D0%B8%20%D0%B2%D0%B5%D1%80%D0%BE%D1%8F%D1%82%D0%BD%D0%BE%D1%81%D1%82%D0%B5%D0%B9%20%D0%B8%20%D0%BC%D0%B0%D1%82%D0%B5%D0%BC%D0%B0%D1%82%D0%B8%D1%87%D0%B5%D1%81%D0%BA%D0%BE%D0%B9%20%D1%81%D1%82%D0%B0%D1%82%D0%B8%D1%81%D1%82%D0%B8%D0%BA%D0%B5.pdf)
+- [Горяинов В. Т., Журавлев А. Г., Тихонов В. И. Статистическая радиотехника: Примеры и задачи](https://raw.githubusercontent.com/shizand/statapp/v0.12.0/literature/%D0%93%D0%BE%D1%80%D1%8F%D0%B8%D0%BD%D0%BE%D0%B2%20%D0%92.%20%D0%A2.%2C%20%D0%96%D1%83%D1%80%D0%B0%D0%B2%D0%BB%D0%B5%D0%B2%20%D0%90.%20%D0%93.%2C%20%D0%A2%D0%B8%D1%85%D0%BE%D0%BD%D0%BE%D0%B2%20%D0%92.%20%D0%98.%20%D0%A1%D1%82%D0%B0%D1%82%D0%B8%D1%81%D1%82%D0%B8%D1%87%D0%B5%D1%81%D0%BA%D0%B0%D1%8F%20%D1%80%D0%B0%D0%B4%D0%B8%D0%BE%D1%82%D0%B5%D1%85%D0%BD%D0%B8%D0%BA%D0%B0%20%D0%9F%D1%80%D0%B8%D0%BC%D0%B5%D1%80%D1%8B%20%D0%B8%20%D0%B7%D0%B0%D0%B4%D0%B0%D1%87%D0%B8.pdf)
+- [Григорьев-Голубев, В. В. Теория вероятностей и математическая статистика. Руководство по решению задач](https://raw.githubusercontent.com/shizand/statapp/v0.12.0/literature/%D0%93%D1%80%D0%B8%D0%B3%D0%BE%D1%80%D1%8C%D0%B5%D0%B2-%D0%93%D0%BE%D0%BB%D1%83%D0%B1%D0%B5%D0%B2%2C%20%D0%92.%20%D0%92.%20%D0%A2%D0%B5%D0%BE%D1%80%D0%B8%D1%8F%20%D0%B2%D0%B5%D1%80%D0%BE%D1%8F%D1%82%D0%BD%D0%BE%D1%81%D1%82%D0%B5%D0%B9%20%D0%B8%20%D0%BC%D0%B0%D1%82%D0%B5%D0%BC%D0%B0%D1%82%D0%B8%D1%87%D0%B5%D1%81%D0%BA%D0%B0%D1%8F%20%D1%81%D1%82%D0%B0%D1%82%D0%B8%D1%81%D1%82%D0%B8%D0%BA%D0%B0.%20%D0%A0%D1%83%D0%BA%D0%BE%D0%B2%D0%BE%D0%B4%D1%81%D1%82%D0%B2%D0%BE%20%D0%BF%D0%BE%20%D1%80%D0%B5%D1%88%D0%B5%D0%BD%D0%B8%D1%8E%20%D0%B7%D0%B0%D0%B4%D0%B0%D1%87.pdf)
+- [Кадочникова Е. И. Эконометрика. Конспект лекций](https://raw.githubusercontent.com/shizand/statapp/v0.12.0/literature/%D0%9A%D0%B0%D0%B4%D0%BE%D1%87%D0%BD%D0%B8%D0%BA%D0%BE%D0%B2%D0%B0%20%D0%95.%20%D0%98.%20%D0%AD%D0%BA%D0%BE%D0%BD%D0%BE%D0%BC%D0%B5%D1%82%D1%80%D0%B8%D0%BA%D0%B0.%20%D0%9A%D0%BE%D0%BD%D1%81%D0%BF%D0%B5%D0%BA%D1%82%20%D0%BB%D0%B5%D0%BA%D1%86%D0%B8%D0%B9.pdf)
+- [Касьянов В. А. Эконометрика](https://raw.githubusercontent.com/shizand/statapp/v0.12.0/literature/%D0%9A%D0%B0%D1%81%D1%8C%D1%8F%D0%BD%D0%BE%D0%B2%20%D0%92.%20%D0%90.%20%D0%AD%D0%BA%D0%BE%D0%BD%D0%BE%D0%BC%D0%B5%D1%82%D1%80%D0%B8%D0%BA%D0%B0.pdf)
+- [Садовникова Н.А., Шмойлова Р.А. Анализ временных рядов и прогнозирование. Вып. 3](https://raw.githubusercontent.com/shizand/statapp/v0.12.0/literature/%D0%A1%D0%B0%D0%B4%D0%BE%D0%B2%D0%BD%D0%B8%D0%BA%D0%BE%D0%B2%D0%B0%20%D0%9D.%D0%90.%2C%20%D0%A8%D0%BC%D0%BE%D0%B9%D0%BB%D0%BE%D0%B2%D0%B0%20%D0%A0.%D0%90.%20%D0%90%D0%BD%D0%B0%D0%BB%D0%B8%D0%B7%20%D0%B2%D1%80%D0%B5%D0%BC%D0%B5%D0%BD%D0%BD%D1%8B%D1%85%20%D1%80%D1%8F%D0%B4%D0%BE%D0%B2%20%D0%B8%20%D0%BF%D1%80%D0%BE%D0%B3%D0%BD%D0%BE%D0%B7%D0%B8%D1%80%D0%BE%D0%B2%D0%B0%D0%BD%D0%B8%D0%B5.%20%D0%92%D1%8B%D0%BF.%203.pdf)
+
+## Краткие теоретические сведения
+
+В рамках ***дисперсионного анализа*** для каждой величины вычисляются следующие характеристики.
+***Математическое ожидание*** характеризует среднее значение величины:
+
+<image src="files/Формула 1.PNG">
+
+*где n – количество значений величины, i – номер значения.*
+
+***Дисперсия*** характеризует разброс величины относительно среднего значения:
+
+<image src="files/Формула 2.PNG">
+
+***Среднеквадратичное отклонение*** характеризует разброс величины относительно среднего значения:
+
+<image src="files/Формула 3.PNG">
+
+В результате ***корреляционного анализа*** вычисляется ***корреляционная матрица***. ***Коэффициент корреляции*** (rij) характеризует взаимосвязь между величинами.  Взаимосвязь считается сильной, если выполняется условие:
+
+<image src="files/Формула 4.PNG">
+
+Знак ***коэффициента корреляции*** показывает характер влияния величин. Если знак положительный (прямая связь), то увеличение значения одной величины приводит к увеличению значения другой. Иначе увеличение значения одной величины приводит к уменьшению значения другой (обратная связь).
+
+При осуществлении каскадного регрессионного анализа вычисляются параметры и оценки модели. В основе анализа лежит понятие коэффициента значимости (tj), который характеризует степень влияния фактора на модель. Фактор считается значимым, если выполняется условие:
+
+<image src="files/Формула 5.PNG">
+
+На каждом шаге вычисляются оценки полученной зависимости.
+
+***Остаточная дисперсия масштабированная*** показывает, какая часть статистического материала не была охвачена полученной зависимостью.
+
+<image src="files/Формула 6.PNG">
+
+***Отношение Фишера*** (F1) показывает во сколько раз полученная зависимость лучше полинома y=yср, где yср – математическое ожидание y.
+
+<image src="files/Формула 7.PNG">
+
+***Коэффициент множественной детерминации*** (R) характеризует степень близости полученной зависимости к реальному поведению объекта.
+
+<image src="files/Формула 8.PNG">
+
+Механизм процедуры ***каскадного регрессионного анализа***.
+
+На 1-м шаге анализа строится модель, которая включает все ***факторы***. Далее производится исключение ***фактора*** tj с наименьшим по модулю значением ***коэффициента значимости*** и строится новая модель. Если оценки модели ухудшились, то ***каскадная процедура исключения факторов*** останавливается и лучшей считается модель, полученная на предыдущем шаге. Иначе исключение ***факторов*** продолжается до тех пор, пока не ухудшатся оценки модели либо пока  для всех ***факторов*** будет выполняться условие.
+
+## Начало работы
+
+### Генерация показателей
+
+<hr>
+
+### Генерация отклика
+
+Перед тем как начать анализ, необходимо сгенерировать ***отклики***, которые будут использоваться как зависимые переменные в моделях:
+
+1. Перейдите в меню `Генерация показателей`.
+2. Выберите `Генерация отклика`.
+
+После этого откроется окно `Генерация отклика`:
+
+<image src="files/Генерация показателей - Генерация отклика.PNG">
+
+*Пример пункта меню* `Генерация отклика`
+
+3. Укажите необходимые параметры для генерации данных и нажмите кнопку `Сгенерировать`.
+
+<image src="files/Окно - Генерация отклика.PNG" width=400>
+
+*Пример окна* `Генерация отклика`
+
+После этого окно должно закрыться и на `Белом листе` в `Главном окне` появится колонка со случайно сгенерированными данными отклика по заданным показателям.
+
+<hr>
+
+### Генерация фактора
+
+После генерации ***откликов*** следует сгенерировать ***факторы***, которые будут служить независимыми переменными. Для генерации ***факторов*** необходимо выполнить следующие шаги:
+
+1. Перейдите в меню `Генерация показателей`.
+2. Выберите `Генерация фактора`.
+
+После этого откроется окно `Генерация фактора`:
+
+<image src="files/Генерация показателей - Генерация фактора.PNG">
+
+*Пример пункта меню* `Генерация фактора`
+
+3. Выберите нужный тип связи к ***отклику*** (прямая или обратная).
+4. Укажите оставшиеся параметры для генерации данных и нажмите кнопку `Сгенерировать`.
+
+<image src="files/Окно - Генерация фактора.PNG" width=400>
+
+*Пример окна* `Генерация отклика`
+
+Можно добавлять несколько факторов.
+
+<hr>
+
+### Удаление факторов
+
+Так как программа `Statapp` генерирует показатели ***Факторов*** случайным образом в границах заданого ***Среднеквадратического отклонения*** то при генерации нескольких ***Факторов*** может возникнуть необходимость удаления некоторых из них. Для этого необходимо выполнить следующие шаги:
+
+1. Выберите необходимый ***Фактор*** для удаления и кликните по `Заголовку` с обозначением `Xn` правой кнопкой мыши.
+2. Нажмите на появившуюся кнопку `Удалить` для удаления выбранного ***Фактора***.
+
+*Внимание после удаления ***Фактора*** действие уже нельзя будет отменить*
+
+<image src="files/Окно - Удаление.PNG">
+
+*Пример появившейся кнопки* `Удалить`
+
+Удаленный ***Фактор*** пропадет из таблицы и более не будет учитываться в `Анализе` и `Моделировании`.
+
+<hr>
+
+### Анализ данных
+
+После генерации ***отклика*** и ***факторов*** можно приступать к анализу данных.
+
+<hr>
+
+### Дисперсионный анализ
+
+1. Перейдите в меню `Анализ данных`.
+2. Выберите `Дисперсионный анализ`.
+
+<image src="files/Анализ данных - Дисперсионный анализ.PNG">
+
+*Пример пункта меню* `Дисперсионный анализ`
+
+После этого откроется окно `Дисперсионный анализ`:
+
+<image src="files/Окно - Дисперсионный анализ.PNG">
+
+*Пример окна* `Дисперсионный анализ`
+
+<hr>
+
+### Корреляционный анализ
+
+1. Перейдите в меню `Анализ данных`.
+2. Выберите `Корреляционный анализ`.
+
+<image src="files/Анализ данных - Корреляционный анализ.PNG">
+
+*Пример пункта меню* `Корреляционный анализ`
+
+После этого откроется окно `Корреляционный анализ`:
+
+<image src="files/Окно - Корреляционный анализ.PNG">
+
+*Пример окна* `Корреляционный анализ`
+
+<hr>
+
+### Моделирование
+
+После генерации отклика и факторов можно перейти к построению регрессионных моделей.
+
+Здесь вы можете увидеть параметры модели, её характеристики, прогноз и отклонения, а также график прогноза и отклонения.
+
+1. Перейдите на вкладку `Моделирование`.
+2. Выберите тип модели для построения: `Линейный полином`, `Квадратичный полином` или `Преобразования`.
+
+<image src="files/Моделирование - Линейный полином.PNG">
+
+*Пример список пунктов меню* `Моделирование`
+
+На странице `Модель` любого окна из `Моделирование` можно увидеть данные ***Коэффициент регрессии*** и ***Коэффициент значимости*** в виде таблицы для отклика и каждого из факторов. В нижней части окна располагаются вычисленные значения для параметров: ***Остаточная дисперсия***, ***Остаточная дисперсия (масштабированная)***, ***F1 - отношение Фишера***, ***Коэффициент множественной детерминации***,
+
+<image src="files/Окно - Полином (Линейный полином).PNG">
+
+*Пример страницы* `Модель` *окна* `Линейный полином`
+
+На странице `Прогноз` любого окна из `Моделирование` можно увидеть значения ***Прогноза*** и ***Отклонения*** для каждого ранее сгенерированного значения ***Отклика***.
+
+<image src="files/Окно - Полином - Прогноз.PNG">
+
+*Пример страницы* `Прогноз` *окна* `Линейный полином`
+
+На странице `График` любого окна из `Моделирование` можно увидеть график ***Прогноза*** (график) и ***Отклонения*** (точки).
+
+<image src="files/Окно - Полином - График.PNG">
+
+*Пример страницы* `График` *окна* `Линейный полином`
+
+При необходимости, в окне `Моделирование` - `Преобразования` для каждого фактора вы можете выбрать одно из доступных преобразований.
+
+<image src="files/Окно - Полином (Преобразования).PNG">
+
+*Пример окна* `Преобразования`
+
+Для выбора преобразования для определенного фактора необходимо выполнить следующие шаги:
+
+1. Перейдите на страницу `Модель` в окне `Преобразования`.
+2. Дважды нажмите на нужную ячейку в колонке ***Преобразования***.
+3. Выберите необходимое преобразование из выпадающего списка.
+
+<image src="files/Преобразования - Выбор преобразования.PNG">
+
+*Пример списка выбора* ***Преобразования*** *фактора в окне* `Преобразования`
+
+*Комментарий: если значения не персчитались попробуйте снять выделение с ячейки, путем нажатия на другую ячейку*
+
+<hr>
+
+### Сохранение и открытие файла
+
+Сгенерированные значения ***отклика*** и ***фактора*** из таблицы в `Главном окне` можно сохранить или зугрузить из файла ***.txt*** и ***.csv***.
+
+### Сохранение файла
+
+1. Перейдите в меню `Файл`.
+2. Выберите `Сохранить`.
+
+<image src="files/Файл - Сохранить.PNG">
+
+*Пример пункта меню* `Сохранить файл`
+
+3. Выберите путь сохранения и тип файла и нажмите кнопку `Сохранить`.
+
+Теперь файл будет сохранен по указаному вами пути, его можно переместить куда необходимо и при необходимости загрузить обратно в приложение.
+
+### Открытие файла
+
+1. Перейдите в меню `Файл`.
+2. Выберите `Открыть`.
+
+<image src="files/Файл - Открыть.PNG">
+
+*Пример пункта меню* `Открыть файл`
+
+3. Выберите путь до открываемого файла и нажмите кнопку `Открыть`.
+
+Приложение загрузит нужный вам файл, и при необходимости спросит нужно ли сохранять ваши текущие данные.
--- a/statapp/docs/README.pdf
+++ b/statapp/docs/README.pdf
--- a/statapp/docs/files/Анализ
+++ b/statapp/docs/files/Анализ
--- a/statapp/docs/files/Анализ
+++ b/statapp/docs/files/Анализ
--- a/statapp/docs/files/Генерация
+++ b/statapp/docs/files/Генерация
--- a/statapp/docs/files/Генерация
+++ b/statapp/docs/files/Генерация
--- a/statapp/docs/files/Моделирование
+++ b/statapp/docs/files/Моделирование
--- a/statapp/docs/files/Окно
+++ b/statapp/docs/files/Окно
--- a/statapp/docs/files/Окно
+++ b/statapp/docs/files/Окно
--- a/statapp/docs/files/Окно
+++ b/statapp/docs/files/Окно
--- a/statapp/docs/files/Окно
+++ b/statapp/docs/files/Окно
--- a/statapp/docs/files/Окно
+++ b/statapp/docs/files/Окно
--- a/(Преобразования).PNG
+++ b/(Преобразования).PNG
--- a/statapp/docs/files/Окно
+++ b/statapp/docs/files/Окно
--- a/statapp/docs/files/Окно
+++ b/statapp/docs/files/Окно
--- a/statapp/docs/files/Окно
+++ b/statapp/docs/files/Окно
--- a/statapp/docs/files/Преобразования
+++ b/statapp/docs/files/Преобразования
--- a/statapp/docs/files/Файл
+++ b/statapp/docs/files/Файл
--- a/statapp/docs/files/Файл
+++ b/statapp/docs/files/Файл
--- a/statapp/docs/files/Формула
+++ b/statapp/docs/files/Формула
--- a/statapp/docs/files/Формула
+++ b/statapp/docs/files/Формула
--- a/statapp/docs/files/Формула
+++ b/statapp/docs/files/Формула
--- a/statapp/docs/files/Формула
+++ b/statapp/docs/files/Формула
--- a/statapp/docs/files/Формула
+++ b/statapp/docs/files/Формула
--- a/statapp/docs/files/Формула
+++ b/statapp/docs/files/Формула
--- a/statapp/docs/files/Формула
+++ b/statapp/docs/files/Формула
--- a/statapp/docs/files/Формула
+++ b/statapp/docs/files/Формула
--- a/statapp/docs/grip.css
+++ b/statapp/docs/grip.css
@ -0,0 +1,36 @@
+/*
+Copyright (c) 2024 Maxim Slipenko, Eugene Lazurenko.
+
+This file is part of Statapp
+(see https://github.com/shizand/statapp).
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU General Public License as published by
+the Free Software Foundation, either version 3 of the License, or
+(at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+GNU General Public License for more details.
+
+You should have received a copy of the GNU General Public License
+along with this program. If not, see <http://www.gnu.org/licenses/>.
+*/
+#preview-page {
+    margin-top: 0px;
+    margin-bottom: 0px;
+}
+
+#readme {
+    border: none;
+}
+
+#readme > .Box-header {
+    border: none;
+    display: none !important;
+}
+
+#readme > .Box-body {
+    border: none;
+}
--- a/statapp/main_window.py
+++ b/statapp/main_window.py
@ -19,11 +19,13 @@
 #
 import numpy as np
 from PySide2 import QtCore
-from PySide2.QtCore import Slot
-from PySide2.QtWidgets import QMainWindow, QMessageBox
+from PySide2.QtCore import Slot, Qt, QPoint
+from PySide2.QtWidgets import QMainWindow, QMessageBox, QAction, QMenu

 from statapp.calculations import generateXValues, generateYValues
 from statapp.constants import NUMBERS_PRECISION
+from statapp.distribution_window import NormalDistributionWindow, UniformDistributionWindow, \
+    ExponentialDistributionWindow
 from statapp.generate_factor_window import GenerateFactorWindow
 from statapp.polynoms.linear_polynom_window import LinearPolynomWindow
 from statapp.mathtex_header_view import MathTexHeaderView
@ -33,6 +35,7 @@ from statapp.about_window import AboutWindow
 from statapp.models.fileslc_model import FileSLCModel
 from statapp.polynoms.squared_polynom_window import SquaredPolynomWindow
 from statapp.ui.ui_main_window import Ui_MainWindow
+from statapp.usage_window import UsageWindow
 from statapp.utils import buildMessageBox, addIcon, FloatDelegate, onError
 from statapp.variance_analysis import VarianceAnalysisWindow
 from statapp.correlation_analysis import CorrelationAnalysisWindow
@ -48,10 +51,6 @@ class MainWindow(QMainWindow):

        addIcon(self)

-        self.ui.generateXaction.setEnabled(False)
-        self.ui.varianceAnalysisAction.setEnabled(False)
-        self.ui.correlationAnalisisAction.setEnabled(False)
-
        self.mainActions = [
            self.ui.varianceAnalysisAction,
            self.ui.correlationAnalisisAction,
@ -61,6 +60,7 @@ class MainWindow(QMainWindow):
        ]

        self.aboutWindow = None
+        self.usageWindow = None

        self.isDataChanged = False
        self.model = InputValuesModel()
@ -79,6 +79,27 @@ class MainWindow(QMainWindow):
        # x1 = generateXValues(20, 2, 0, y)
        # x2 = generateXValues(10, 1, 0, y)
        # self.model.updateAllData(np.concatenate([y, x1, x2], axis=1))
+        self.ui.tableView.horizontalHeader().setContextMenuPolicy(Qt.CustomContextMenu)
+        self.ui.tableView.horizontalHeader().customContextMenuRequested.connect(self.removeColumn)
+
+
+    def removeColumn(self, event: QPoint):
+        menu = QMenu(self)
+
+        col = self.ui.tableView.columnAt(event.x())
+
+        if col == 0:
+            return
+
+        def fun():
+            self.model.removeCol(col)
+            self.isDataChanged = True
+
+        selectAction = QAction("Удалить", self)
+        selectAction.triggered.connect(fun)
+        menu.addAction(selectAction)
+        menu.exec_(self.ui.tableView.mapToGlobal(event))
+


    def updateActionsEnabled(self):
@ -87,13 +108,22 @@ class MainWindow(QMainWindow):
        # есть только отклик
        if data.shape[1] == 1:
            self.ui.generateXaction.setEnabled(True)
+            self.ui.uniformDistributionAction.setEnabled(True)
+            self.ui.normalDistributionAction.setEnabled(True)
+            self.ui.exponentialDistributionAction.setEnabled(True)
            self.setEnabledMainActions(False)
        # есть отклик и фактор(ы)
        elif data.shape[1] > 1:
            self.ui.generateXaction.setEnabled(True)
+            self.ui.uniformDistributionAction.setEnabled(True)
+            self.ui.normalDistributionAction.setEnabled(True)
+            self.ui.exponentialDistributionAction.setEnabled(True)
            self.setEnabledMainActions(True)
        else:
            self.ui.generateXaction.setEnabled(False)
+            self.ui.uniformDistributionAction.setEnabled(False)
+            self.ui.normalDistributionAction.setEnabled(False)
+            self.ui.exponentialDistributionAction.setEnabled(False)
            self.setEnabledMainActions(False)


@ -189,6 +219,11 @@ class MainWindow(QMainWindow):
        self.aboutWindow = AboutWindow()
        self.aboutWindow.show()

+    @Slot()
+    def on_usageaction_triggered(self):
+        self.usageWindow = UsageWindow()
+        self.usageWindow.show()
+
    @Slot()
    def on_varianceAnalysisAction_triggered(self):
        try:
@ -229,6 +264,30 @@ class MainWindow(QMainWindow):
        except Exception as error:
            onError(error)

+    @Slot()
+    def on_uniformDistributionAction_triggered(self):
+        try:
+            dw = UniformDistributionWindow(self.model.getData())
+            dw.exec()
+        except Exception as error:
+            onError(error)
+
+    @Slot()
+    def on_normalDistributionAction_triggered(self):
+        try:
+            dw = NormalDistributionWindow(self.model.getData())
+            dw.exec()
+        except Exception as error:
+            onError(error)
+
+    @Slot()
+    def on_exponentialDistributionAction_triggered(self):
+        try:
+            dw = ExponentialDistributionWindow(self.model.getData())
+            dw.exec()
+        except Exception as error:
+            onError(error)
+
    def closeEvent(self, event):
        if self.isDataChanged:
            file = ''
--- a/statapp/models/input_values_model.py
+++ b/statapp/models/input_values_model.py
@ -33,3 +33,6 @@ class InputValuesModel(EditableTableModel):

    def getY(self):
        return self._data[:, 0]
+
+    def removeCol(self, index: int):
+        self.updateAllData(np.delete(self._data, index, axis=1))
--- a/statapp/models/regression_result_model.py
+++ b/statapp/models/regression_result_model.py
@ -28,7 +28,7 @@ class RegressionResultModel(ROTableModel):
        self._monomials = result.monomials

    def getHorizontalHeader(self):
-        return ['Коэффициент регрессии', 'Коэффициент значимости']
+        return ['Коэффициент регрессии', 'Коэффициент значимости', 'Весовые коэффициенты']

    def getVerticalHeader(self):
        return self._monomials
--- a/statapp/polynoms/polynom_window.py
+++ b/statapp/polynoms/polynom_window.py
@ -58,7 +58,7 @@ class PolynomWindow(QDialog):
        self.ui.residualVarianceValueLabel.setText(str(result.residualVariance))
        self.ui.scaledResidualVarianceValueLabel.setText(str(result.scaledResidualVariance))
        self.ui.fStatisticValueLabel.setText(str(result.fStatistic))
-        self.ui.rSquaredValueLabel.setText(str(result.scaledResidualVariance))
+        self.ui.rSquaredValueLabel.setText(str(result.rSquared))

        predictionResult = prediction(data, result)

@ -74,10 +74,6 @@ class PolynomWindow(QDialog):
        realY = predictionResult[:, 0]
        calculatedY = predictionResult[:, 1]

-        print(xAxes)
-        print(realY)
-        print(calculatedY)
-
        sc.axes.scatter(xAxes, realY)

        # xnew = np.linspace(xAxes.min(), xAxes.max(), 300)
--- a/statapp/polynoms/transform_polynom_window.py
+++ b/statapp/polynoms/transform_polynom_window.py
@ -81,13 +81,12 @@ class TransformPolynomWindow(QDialog):
        self.ui.residualVarianceValueLabel.setText(str(result.residualVariance))
        self.ui.scaledResidualVarianceValueLabel.setText(str(result.scaledResidualVariance))
        self.ui.fStatisticValueLabel.setText(str(result.fStatistic))
-        self.ui.rSquaredValueLabel.setText(str(result.scaledResidualVariance))
+        self.ui.rSquaredValueLabel.setText(str(result.rSquared))

        self.model.dataChanged.connect(self.on_data_changed)

    def on_data_changed(self):
        data = np.copy(self.data)
-        print(len(data[0:]))
        for i in range(len(data[0:])):
            for j in range(1, len(data[i])):
                tr = self.model.data(self.model.createIndex(j, 0), Qt.DisplayRole)
@ -117,4 +116,4 @@ class TransformPolynomWindow(QDialog):
        self.ui.residualVarianceValueLabel.setText(str(result.residualVariance))
        self.ui.scaledResidualVarianceValueLabel.setText(str(result.scaledResidualVariance))
        self.ui.fStatisticValueLabel.setText(str(result.fStatistic))
-        self.ui.rSquaredValueLabel.setText(str(result.scaledResidualVariance))
+        self.ui.rSquaredValueLabel.setText(str(result.rSquared))
--- a/statapp/ui/generate_factor_window.ui
+++ b/statapp/ui/generate_factor_window.ui
@ -101,15 +101,6 @@
         <pointsize>12</pointsize>
        </font>
       </property>
-       <property name="editable">
-        <bool>false</bool>
-       </property>
-       <property name="currentText">
-        <string/>
-       </property>
-       <property name="placeholderText">
-        <string/>
-       </property>
      </widget>
     </item>
    </layout>
--- a/statapp/ui/main_window.ui
+++ b/statapp/ui/main_window.ui
@ -40,7 +40,7 @@
     <x>0</x>
     <y>0</y>
     <width>800</width>
-     <height>21</height>
+     <height>29</height>
    </rect>
   </property>
   <widget class="QMenu" name="filemenu">
@ -77,12 +77,22 @@
    <property name="title">
     <string>Справка</string>
    </property>
+    <addaction name="usageaction"/>
    <addaction name="aboutmenuaction"/>
   </widget>
+   <widget class="QMenu" name="menu">
+    <property name="title">
+     <string>Распределения</string>
+    </property>
+    <addaction name="uniformDistributionAction"/>
+    <addaction name="normalDistributionAction"/>
+    <addaction name="exponentialDistributionAction"/>
+   </widget>
   <addaction name="filemenu"/>
   <addaction name="generatemenu"/>
   <addaction name="analyzemenu"/>
   <addaction name="modelmenu"/>
+   <addaction name="menu"/>
   <addaction name="helpmenu"/>
  </widget>
  <widget class="QStatusBar" name="statusbar"/>
@ -141,6 +151,26 @@
    <string>Преобразования</string>
   </property>
  </action>
+  <action name="usageaction">
+   <property name="text">
+    <string>Использование</string>
+   </property>
+  </action>
+  <action name="uniformDistributionAction">
+   <property name="text">
+    <string>Равномерное</string>
+   </property>
+  </action>
+  <action name="normalDistributionAction">
+   <property name="text">
+    <string>Нормальное</string>
+   </property>
+  </action>
+  <action name="exponentialDistributionAction">
+   <property name="text">
+    <string>Экспоненциальное</string>
+   </property>
+  </action>
 </widget>
 <resources/>
 <connections/>
--- a/statapp/ui/polynom_window.ui
+++ b/statapp/ui/polynom_window.ui
@ -124,10 +124,17 @@
      <attribute name="title">
       <string>График</string>
      </attribute>
-      <layout class="QGridLayout" name="gridLayout_5">
+      <layout class="QGridLayout" name="gridLayout_5" rowstretch="1,0">
       <item row="0" column="0">
        <layout class="QGridLayout" name="plotContainer"/>
       </item>
+       <item row="1" column="0">
+        <widget class="QLabel" name="label">
+         <property name="text">
+          <string>Точки - отклик. Линия - прогноз</string>
+         </property>
+        </widget>
+       </item>
      </layout>
     </widget>
    </widget>
--- a/statapp/ui/ui_generate_factor_window.py
+++ b/statapp/ui/ui_generate_factor_window.py
@ -1,4 +1,5 @@
 # -*- coding: utf-8 -*-
+
 #
 # Copyright (c) 2024 Maxim Slipenko, Eugene Lazurenko.
 #
@ -19,93 +20,70 @@
 # along with this program. If not, see <http://www.gnu.org/licenses/>.
 #

-
-################################################################################
-## Form generated from reading UI file 'generate_factor_window.ui'
-##
-## Created by: Qt User Interface Compiler version 5.15.2
-##
-## WARNING! All changes made in this file will be lost when recompiling UI file!
-################################################################################
-
-from PySide2.QtCore import *
-from PySide2.QtGui import *
-from PySide2.QtWidgets import *
-
+from PySide2 import QtCore, QtGui, QtWidgets

 class Ui_GenerateFactorWindow(object):
    def setupUi(self, GenerateFactorWindow):
-        if not GenerateFactorWindow.objectName():
-            GenerateFactorWindow.setObjectName(u"GenerateFactorWindow")
+        GenerateFactorWindow.setObjectName("GenerateFactorWindow")
        GenerateFactorWindow.resize(503, 193)
-        self.gridLayout_2 = QGridLayout(GenerateFactorWindow)
-        self.gridLayout_2.setObjectName(u"gridLayout_2")
-        self.gridLayout = QGridLayout()
-        self.gridLayout.setObjectName(u"gridLayout")
-        self.label = QLabel(GenerateFactorWindow)
-        self.label.setObjectName(u"label")
-        font = QFont()
+        self.gridLayout_2 = QtWidgets.QGridLayout(GenerateFactorWindow)
+        self.gridLayout_2.setObjectName("gridLayout_2")
+        self.gridLayout = QtWidgets.QGridLayout()
+        self.gridLayout.setObjectName("gridLayout")
+        self.label = QtWidgets.QLabel(GenerateFactorWindow)
+        font = QtGui.QFont()
        font.setPointSize(12)
        self.label.setFont(font)
-
+        self.label.setObjectName("label")
        self.gridLayout.addWidget(self.label, 0, 0, 1, 1)
-
-        self.label_3 = QLabel(GenerateFactorWindow)
-        self.label_3.setObjectName(u"label_3")
+        self.label_3 = QtWidgets.QLabel(GenerateFactorWindow)
+        font = QtGui.QFont()
+        font.setPointSize(12)
        self.label_3.setFont(font)
-
+        self.label_3.setObjectName("label_3")
        self.gridLayout.addWidget(self.label_3, 2, 0, 1, 1)
-
-        self.generatePushButton = QPushButton(GenerateFactorWindow)
-        self.generatePushButton.setObjectName(u"generatePushButton")
+        self.generatePushButton = QtWidgets.QPushButton(GenerateFactorWindow)
+        font = QtGui.QFont()
+        font.setPointSize(12)
        self.generatePushButton.setFont(font)
-
+        self.generatePushButton.setObjectName("generatePushButton")
        self.gridLayout.addWidget(self.generatePushButton, 3, 0, 1, 2)
-
-        self.label_2 = QLabel(GenerateFactorWindow)
-        self.label_2.setObjectName(u"label_2")
+        self.label_2 = QtWidgets.QLabel(GenerateFactorWindow)
+        font = QtGui.QFont()
+        font.setPointSize(12)
        self.label_2.setFont(font)
-
+        self.label_2.setObjectName("label_2")
        self.gridLayout.addWidget(self.label_2, 1, 0, 1, 1)
-
-        self.matSpinBox = QDoubleSpinBox(GenerateFactorWindow)
-        self.matSpinBox.setObjectName(u"matSpinBox")
+        self.matSpinBox = QtWidgets.QDoubleSpinBox(GenerateFactorWindow)
+        font = QtGui.QFont()
+        font.setPointSize(12)
        self.matSpinBox.setFont(font)
        self.matSpinBox.setDecimals(5)
-        self.matSpinBox.setMaximum(1000000.000000000000000)
-
+        self.matSpinBox.setMaximum(1000000.0)
+        self.matSpinBox.setObjectName("matSpinBox")
        self.gridLayout.addWidget(self.matSpinBox, 1, 1, 1, 1)
-
-        self.deviationSpinBox = QDoubleSpinBox(GenerateFactorWindow)
-        self.deviationSpinBox.setObjectName(u"deviationSpinBox")
+        self.deviationSpinBox = QtWidgets.QDoubleSpinBox(GenerateFactorWindow)
+        font = QtGui.QFont()
+        font.setPointSize(12)
        self.deviationSpinBox.setFont(font)
        self.deviationSpinBox.setDecimals(5)
-        self.deviationSpinBox.setMaximum(1000000.000000000000000)
-
+        self.deviationSpinBox.setMaximum(1000000.0)
+        self.deviationSpinBox.setObjectName("deviationSpinBox")
        self.gridLayout.addWidget(self.deviationSpinBox, 2, 1, 1, 1)
-
-        self.typeComboBox = QComboBox(GenerateFactorWindow)
-        self.typeComboBox.setObjectName(u"typeComboBox")
+        self.typeComboBox = QtWidgets.QComboBox(GenerateFactorWindow)
+        font = QtGui.QFont()
+        font.setPointSize(12)
        self.typeComboBox.setFont(font)
-        self.typeComboBox.setEditable(False)
-
+        self.typeComboBox.setObjectName("typeComboBox")
        self.gridLayout.addWidget(self.typeComboBox, 0, 1, 1, 1)
-
-
        self.gridLayout_2.addLayout(self.gridLayout, 0, 0, 1, 1)

-
        self.retranslateUi(GenerateFactorWindow)
-
-        QMetaObject.connectSlotsByName(GenerateFactorWindow)
-    # setupUi
+        QtCore.QMetaObject.connectSlotsByName(GenerateFactorWindow)

    def retranslateUi(self, GenerateFactorWindow):
-        GenerateFactorWindow.setWindowTitle(QCoreApplication.translate("GenerateFactorWindow", u"\u0413\u0435\u043d\u0435\u0440\u0430\u0446\u0438\u044f \u0444\u0430\u043a\u0442\u043e\u0440\u043e\u0432", None))
-        self.label.setText(QCoreApplication.translate("GenerateFactorWindow", u"\u0422\u0438\u043f \u0441\u0432\u044f\u0437\u0438", None))
-        self.label_3.setText(QCoreApplication.translate("GenerateFactorWindow", u"\u0421\u0440\u0435\u0434\u043d\u0435\u043a\u0432\u0430\u0434\u0440\u0430\u0442\u0438\u0447\u043d\u043e\u0435 \u043e\u0442\u043a\u043b\u043e\u043d\u0435\u043d\u0438\u0435", None))
-        self.generatePushButton.setText(QCoreApplication.translate("GenerateFactorWindow", u"\u0421\u0433\u0435\u043d\u0435\u0440\u0438\u0440\u043e\u0432\u0430\u0442\u044c", None))
-        self.label_2.setText(QCoreApplication.translate("GenerateFactorWindow", u"\u041c\u0430\u0442\u0435\u043c\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u043e\u0435 \u043e\u0436\u0438\u0434\u0430\u043d\u0438\u0435", None))
-        self.typeComboBox.setCurrentText("")
-        self.typeComboBox.setPlaceholderText("")
-    # retranslateUi
+        GenerateFactorWindow.setWindowTitle(QtWidgets.QApplication.translate("GenerateFactorWindow", "Генерация факторов", None, -1))
+        self.label.setText(QtWidgets.QApplication.translate("GenerateFactorWindow", "Тип связи", None, -1))
+        self.label_3.setText(QtWidgets.QApplication.translate("GenerateFactorWindow", "Среднеквадратичное отклонение", None, -1))
+        self.generatePushButton.setText(QtWidgets.QApplication.translate("GenerateFactorWindow", "Сгенерировать", None, -1))
+        self.label_2.setText(QtWidgets.QApplication.translate("GenerateFactorWindow", "Математическое ожидание", None, -1))
--- a/statapp/ui/ui_main_window.py
+++ b/statapp/ui/ui_main_window.py
@ -1,4 +1,5 @@
 # -*- coding: utf-8 -*-
+
 #
 # Copyright (c) 2024 Maxim Slipenko, Eugene Lazurenko.
 #
@ -19,87 +20,74 @@
 # along with this program. If not, see <http://www.gnu.org/licenses/>.
 #

-
-################################################################################
-## Form generated from reading UI file 'main_window.ui'
-##
-## Created by: Qt User Interface Compiler version 5.15.2
-##
-## WARNING! All changes made in this file will be lost when recompiling UI file!
-################################################################################
-
-from PySide2.QtCore import *
-from PySide2.QtGui import *
-from PySide2.QtWidgets import *
-
+from PySide2 import QtCore, QtGui, QtWidgets

 class Ui_MainWindow(object):
    def setupUi(self, MainWindow):
-        if not MainWindow.objectName():
-            MainWindow.setObjectName(u"MainWindow")
+        MainWindow.setObjectName("MainWindow")
        MainWindow.resize(800, 600)
-        self.aboutmenuaction = QAction(MainWindow)
-        self.aboutmenuaction.setObjectName(u"aboutmenuaction")
-        self.generateYaction = QAction(MainWindow)
-        self.generateYaction.setObjectName(u"generateYaction")
-        self.generateXaction = QAction(MainWindow)
-        self.generateXaction.setObjectName(u"generateXaction")
-        self.openfileaction = QAction(MainWindow)
-        self.openfileaction.setObjectName(u"openfileaction")
-        self.savefileaction = QAction(MainWindow)
-        self.savefileaction.setObjectName(u"savefileaction")
-        self.closefileaction = QAction(MainWindow)
-        self.closefileaction.setObjectName(u"closefileaction")
-        self.varianceAnalysisAction = QAction(MainWindow)
-        self.varianceAnalysisAction.setObjectName(u"varianceAnalysisAction")
-        self.correlationAnalisisAction = QAction(MainWindow)
-        self.correlationAnalisisAction.setObjectName(u"correlationAnalisisAction")
-        self.linearPolynomAction = QAction(MainWindow)
-        self.linearPolynomAction.setObjectName(u"linearPolynomAction")
-        self.squaredPolynomAction = QAction(MainWindow)
-        self.squaredPolynomAction.setObjectName(u"squaredPolynomAction")
-        self.transformPolynomAction = QAction(MainWindow)
-        self.transformPolynomAction.setObjectName(u"transformPolynomAction")
-        self.centralwidget = QWidget(MainWindow)
-        self.centralwidget.setObjectName(u"centralwidget")
-        self.gridLayout = QGridLayout(self.centralwidget)
-        self.gridLayout.setObjectName(u"gridLayout")
-        self.label = QLabel(self.centralwidget)
-        self.label.setObjectName(u"label")
-        self.label.setAlignment(Qt.AlignCenter)
-
+        self.centralwidget = QtWidgets.QWidget(MainWindow)
+        self.centralwidget.setObjectName("centralwidget")
+        self.gridLayout = QtWidgets.QGridLayout(self.centralwidget)
+        self.gridLayout.setObjectName("gridLayout")
+        self.label = QtWidgets.QLabel(self.centralwidget)
+        self.label.setAlignment(QtCore.Qt.AlignCenter)
+        self.label.setObjectName("label")
        self.gridLayout.addWidget(self.label, 0, 0, 1, 1)
-
-        self.tableView = QTableView(self.centralwidget)
-        self.tableView.setObjectName(u"tableView")
+        self.tableView = QtWidgets.QTableView(self.centralwidget)
+        self.tableView.setObjectName("tableView")
        self.tableView.verticalHeader().setVisible(False)
-
        self.gridLayout.addWidget(self.tableView, 1, 0, 1, 1)
-
        MainWindow.setCentralWidget(self.centralwidget)
-        self.menubar = QMenuBar(MainWindow)
-        self.menubar.setObjectName(u"menubar")
-        self.menubar.setGeometry(QRect(0, 0, 800, 21))
-        self.filemenu = QMenu(self.menubar)
-        self.filemenu.setObjectName(u"filemenu")
-        self.generatemenu = QMenu(self.menubar)
-        self.generatemenu.setObjectName(u"generatemenu")
-        self.analyzemenu = QMenu(self.menubar)
-        self.analyzemenu.setObjectName(u"analyzemenu")
-        self.modelmenu = QMenu(self.menubar)
-        self.modelmenu.setObjectName(u"modelmenu")
-        self.helpmenu = QMenu(self.menubar)
-        self.helpmenu.setObjectName(u"helpmenu")
+        self.menubar = QtWidgets.QMenuBar(MainWindow)
+        self.menubar.setGeometry(QtCore.QRect(0, 0, 800, 29))
+        self.menubar.setObjectName("menubar")
+        self.filemenu = QtWidgets.QMenu(self.menubar)
+        self.filemenu.setObjectName("filemenu")
+        self.generatemenu = QtWidgets.QMenu(self.menubar)
+        self.generatemenu.setObjectName("generatemenu")
+        self.analyzemenu = QtWidgets.QMenu(self.menubar)
+        self.analyzemenu.setObjectName("analyzemenu")
+        self.modelmenu = QtWidgets.QMenu(self.menubar)
+        self.modelmenu.setObjectName("modelmenu")
+        self.helpmenu = QtWidgets.QMenu(self.menubar)
+        self.helpmenu.setObjectName("helpmenu")
+        self.menu = QtWidgets.QMenu(self.menubar)
+        self.menu.setObjectName("menu")
        MainWindow.setMenuBar(self.menubar)
-        self.statusbar = QStatusBar(MainWindow)
-        self.statusbar.setObjectName(u"statusbar")
+        self.statusbar = QtWidgets.QStatusBar(MainWindow)
+        self.statusbar.setObjectName("statusbar")
        MainWindow.setStatusBar(self.statusbar)
-
-        self.menubar.addAction(self.filemenu.menuAction())
-        self.menubar.addAction(self.generatemenu.menuAction())
-        self.menubar.addAction(self.analyzemenu.menuAction())
-        self.menubar.addAction(self.modelmenu.menuAction())
-        self.menubar.addAction(self.helpmenu.menuAction())
+        self.aboutmenuaction = QtWidgets.QAction(MainWindow)
+        self.aboutmenuaction.setObjectName("aboutmenuaction")
+        self.generateYaction = QtWidgets.QAction(MainWindow)
+        self.generateYaction.setObjectName("generateYaction")
+        self.generateXaction = QtWidgets.QAction(MainWindow)
+        self.generateXaction.setObjectName("generateXaction")
+        self.openfileaction = QtWidgets.QAction(MainWindow)
+        self.openfileaction.setObjectName("openfileaction")
+        self.savefileaction = QtWidgets.QAction(MainWindow)
+        self.savefileaction.setObjectName("savefileaction")
+        self.closefileaction = QtWidgets.QAction(MainWindow)
+        self.closefileaction.setObjectName("closefileaction")
+        self.varianceAnalysisAction = QtWidgets.QAction(MainWindow)
+        self.varianceAnalysisAction.setObjectName("varianceAnalysisAction")
+        self.correlationAnalisisAction = QtWidgets.QAction(MainWindow)
+        self.correlationAnalisisAction.setObjectName("correlationAnalisisAction")
+        self.linearPolynomAction = QtWidgets.QAction(MainWindow)
+        self.linearPolynomAction.setObjectName("linearPolynomAction")
+        self.squaredPolynomAction = QtWidgets.QAction(MainWindow)
+        self.squaredPolynomAction.setObjectName("squaredPolynomAction")
+        self.transformPolynomAction = QtWidgets.QAction(MainWindow)
+        self.transformPolynomAction.setObjectName("transformPolynomAction")
+        self.usageaction = QtWidgets.QAction(MainWindow)
+        self.usageaction.setObjectName("usageaction")
+        self.uniformDistributionAction = QtWidgets.QAction(MainWindow)
+        self.uniformDistributionAction.setObjectName("uniformDistributionAction")
+        self.normalDistributionAction = QtWidgets.QAction(MainWindow)
+        self.normalDistributionAction.setObjectName("normalDistributionAction")
+        self.exponentialDistributionAction = QtWidgets.QAction(MainWindow)
+        self.exponentialDistributionAction.setObjectName("exponentialDistributionAction")
        self.filemenu.addAction(self.openfileaction)
        self.filemenu.addAction(self.savefileaction)
        self.filemenu.addAction(self.closefileaction)
@ -110,30 +98,42 @@ class Ui_MainWindow(object):
        self.modelmenu.addAction(self.linearPolynomAction)
        self.modelmenu.addAction(self.squaredPolynomAction)
        self.modelmenu.addAction(self.transformPolynomAction)
+        self.helpmenu.addAction(self.usageaction)
        self.helpmenu.addAction(self.aboutmenuaction)
+        self.menu.addAction(self.uniformDistributionAction)
+        self.menu.addAction(self.normalDistributionAction)
+        self.menu.addAction(self.exponentialDistributionAction)
+        self.menubar.addAction(self.filemenu.menuAction())
+        self.menubar.addAction(self.generatemenu.menuAction())
+        self.menubar.addAction(self.analyzemenu.menuAction())
+        self.menubar.addAction(self.modelmenu.menuAction())
+        self.menubar.addAction(self.menu.menuAction())
+        self.menubar.addAction(self.helpmenu.menuAction())

        self.retranslateUi(MainWindow)
-
-        QMetaObject.connectSlotsByName(MainWindow)
-    # setupUi
+        QtCore.QMetaObject.connectSlotsByName(MainWindow)

    def retranslateUi(self, MainWindow):
-        MainWindow.setWindowTitle(QCoreApplication.translate("MainWindow", u"\u0421\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u0447\u0435\u0441\u043a\u043e\u0435 \u043c\u043e\u0434\u0435\u043b\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435", None))
-        self.aboutmenuaction.setText(QCoreApplication.translate("MainWindow", u"\u041e \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0435", None))
-        self.generateYaction.setText(QCoreApplication.translate("MainWindow", u"\u0413\u0435\u043d\u0435\u0440\u0430\u0446\u0438\u044f \u043e\u0442\u043a\u043b\u0438\u043a\u0430", None))
-        self.generateXaction.setText(QCoreApplication.translate("MainWindow", u"\u0413\u0435\u043d\u0435\u0440\u0430\u0446\u0438\u044f \u0444\u0430\u043a\u0442\u043e\u0440\u0430", None))
-        self.openfileaction.setText(QCoreApplication.translate("MainWindow", u"\u041e\u0442\u043a\u0440\u044b\u0442\u044c", None))
-        self.savefileaction.setText(QCoreApplication.translate("MainWindow", u"\u0421\u043e\u0445\u0440\u0430\u043d\u0438\u0442\u044c", None))
-        self.closefileaction.setText(QCoreApplication.translate("MainWindow", u"\u0417\u0430\u043a\u0440\u044b\u0442\u044c", None))
-        self.varianceAnalysisAction.setText(QCoreApplication.translate("MainWindow", u"\u0414\u0438\u0441\u043f\u0435\u0440\u0441\u0438\u043e\u043d\u043d\u044b\u0439 \u0430\u043d\u0430\u043b\u0438\u0437", None))
-        self.correlationAnalisisAction.setText(QCoreApplication.translate("MainWindow", u"\u041a\u043e\u0440\u0440\u0435\u043b\u044f\u0446\u0438\u043e\u043d\u043d\u044b\u0439 \u0430\u043d\u0430\u043b\u0438\u0437", None))
-        self.linearPolynomAction.setText(QCoreApplication.translate("MainWindow", u"\u041b\u0438\u043d\u0435\u0439\u043d\u044b\u0439 \u043f\u043e\u043b\u0438\u043d\u043e\u043c", None))
-        self.squaredPolynomAction.setText(QCoreApplication.translate("MainWindow", u"\u041a\u0432\u0430\u0434\u0440\u0430\u0442\u0438\u0447\u043d\u044b\u0439 \u043f\u043e\u043b\u0438\u043d\u043e\u043c", None))
-        self.transformPolynomAction.setText(QCoreApplication.translate("MainWindow", u"\u041f\u0440\u0435\u043e\u0431\u0440\u0430\u0437\u043e\u0432\u0430\u043d\u0438\u044f", None))
-        self.label.setText(QCoreApplication.translate("MainWindow", u"\u0421\u0422\u0410\u0422\u0418\u0421\u0422\u0418\u0427\u0415\u0421\u041a\u0418\u0415 \u0414\u0410\u041d\u041d\u042b\u0415", None))
-        self.filemenu.setTitle(QCoreApplication.translate("MainWindow", u"\u0424\u0430\u0439\u043b", None))
-        self.generatemenu.setTitle(QCoreApplication.translate("MainWindow", u"\u0413\u0435\u043d\u0435\u0440\u0430\u0446\u0438\u044f \u043f\u043e\u043a\u0430\u0437\u0430\u0442\u0435\u043b\u0435\u0439", None))
-        self.analyzemenu.setTitle(QCoreApplication.translate("MainWindow", u"\u0410\u043d\u0430\u043b\u0438\u0437 \u0434\u0430\u043d\u043d\u044b\u0445", None))
-        self.modelmenu.setTitle(QCoreApplication.translate("MainWindow", u"\u041c\u043e\u0434\u0435\u043b\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435", None))
-        self.helpmenu.setTitle(QCoreApplication.translate("MainWindow", u"\u0421\u043f\u0440\u0430\u0432\u043a\u0430", None))
-    # retranslateUi
+        MainWindow.setWindowTitle(QtWidgets.QApplication.translate("MainWindow", "Статистическое моделирование", None, -1))
+        self.label.setText(QtWidgets.QApplication.translate("MainWindow", "СТАТИСТИЧЕСКИЕ ДАННЫЕ", None, -1))
+        self.filemenu.setTitle(QtWidgets.QApplication.translate("MainWindow", "Файл", None, -1))
+        self.generatemenu.setTitle(QtWidgets.QApplication.translate("MainWindow", "Генерация показателей", None, -1))
+        self.analyzemenu.setTitle(QtWidgets.QApplication.translate("MainWindow", "Анализ данных", None, -1))
+        self.modelmenu.setTitle(QtWidgets.QApplication.translate("MainWindow", "Моделирование", None, -1))
+        self.helpmenu.setTitle(QtWidgets.QApplication.translate("MainWindow", "Справка", None, -1))
+        self.menu.setTitle(QtWidgets.QApplication.translate("MainWindow", "Распределения", None, -1))
+        self.aboutmenuaction.setText(QtWidgets.QApplication.translate("MainWindow", "О программе", None, -1))
+        self.generateYaction.setText(QtWidgets.QApplication.translate("MainWindow", "Генерация отклика", None, -1))
+        self.generateXaction.setText(QtWidgets.QApplication.translate("MainWindow", "Генерация фактора", None, -1))
+        self.openfileaction.setText(QtWidgets.QApplication.translate("MainWindow", "Открыть", None, -1))
+        self.savefileaction.setText(QtWidgets.QApplication.translate("MainWindow", "Сохранить", None, -1))
+        self.closefileaction.setText(QtWidgets.QApplication.translate("MainWindow", "Закрыть", None, -1))
+        self.varianceAnalysisAction.setText(QtWidgets.QApplication.translate("MainWindow", "Дисперсионный анализ", None, -1))
+        self.correlationAnalisisAction.setText(QtWidgets.QApplication.translate("MainWindow", "Корреляционный анализ", None, -1))
+        self.linearPolynomAction.setText(QtWidgets.QApplication.translate("MainWindow", "Линейный полином", None, -1))
+        self.squaredPolynomAction.setText(QtWidgets.QApplication.translate("MainWindow", "Квадратичный полином", None, -1))
+        self.transformPolynomAction.setText(QtWidgets.QApplication.translate("MainWindow", "Преобразования", None, -1))
+        self.usageaction.setText(QtWidgets.QApplication.translate("MainWindow", "Использование", None, -1))
+        self.uniformDistributionAction.setText(QtWidgets.QApplication.translate("MainWindow", "Равномерное", None, -1))
+        self.normalDistributionAction.setText(QtWidgets.QApplication.translate("MainWindow", "Нормальное", None, -1))
+        self.exponentialDistributionAction.setText(QtWidgets.QApplication.translate("MainWindow", "Экспоненциальное", None, -1))
--- a/statapp/ui/ui_polynom_window.py
+++ b/statapp/ui/ui_polynom_window.py
@ -126,6 +126,12 @@ class Ui_PolynomWindow(object):

        self.gridLayout_5.addLayout(self.plotContainer, 0, 0, 1, 1)

+        self.label = QLabel(self.tab)
+        self.label.setObjectName(u"label")
+
+        self.gridLayout_5.addWidget(self.label, 1, 0, 1, 1)
+
+        self.gridLayout_5.setRowStretch(0, 1)
        self.tabWidget.addTab(self.tab, "")

        self.gridLayout_2.addWidget(self.tabWidget, 0, 6, 1, 1)
@ -151,5 +157,6 @@ class Ui_PolynomWindow(object):
        self.rSquaredValueLabel.setText(QCoreApplication.translate("PolynomWindow", u"undefined", None))
        self.tabWidget.setTabText(self.tabWidget.indexOf(self.model), QCoreApplication.translate("PolynomWindow", u"\u041c\u043e\u0434\u0435\u043b\u044c", None))
        self.tabWidget.setTabText(self.tabWidget.indexOf(self.prediction), QCoreApplication.translate("PolynomWindow", u"\u041f\u0440\u043e\u0433\u043d\u043e\u0437", None))
+        self.label.setText(QCoreApplication.translate("PolynomWindow", u"\u0422\u043e\u0447\u043a\u0438 - \u043e\u0442\u043a\u043b\u0438\u043a. \u041b\u0438\u043d\u0438\u044f - \u043f\u0440\u043e\u0433\u043d\u043e\u0437", None))
        self.tabWidget.setTabText(self.tabWidget.indexOf(self.tab), QCoreApplication.translate("PolynomWindow", u"\u0413\u0440\u0430\u0444\u0438\u043a", None))
    # retranslateUi
--- a/statapp/ui/ui_usage_window.py
+++ b/statapp/ui/ui_usage_window.py
@ -0,0 +1,56 @@
+# -*- coding: utf-8 -*-
+#
+# Copyright (c) 2024 Maxim Slipenko, Eugene Lazurenko.
+#
+# This file is part of Statapp
+# (see https://github.com/shizand/statapp).
+#
+# This program is free software: you can redistribute it and/or modify
+# it under the terms of the GNU General Public License as published by
+# the Free Software Foundation, either version 3 of the License, or
+# (at your option) any later version.
+#
+# This program is distributed in the hope that it will be useful,
+# but WITHOUT ANY WARRANTY; without even the implied warranty of
+# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+# GNU General Public License for more details.
+#
+# You should have received a copy of the GNU General Public License
+# along with this program. If not, see <http://www.gnu.org/licenses/>.
+#
+
+
+################################################################################
+## Form generated from reading UI file 'usage_window.ui'
+##
+## Created by: Qt User Interface Compiler version 5.15.2
+##
+## WARNING! All changes made in this file will be lost when recompiling UI file!
+################################################################################
+
+from PySide2.QtCore import *
+from PySide2.QtGui import *
+from PySide2.QtWidgets import *
+
+
+class Ui_UsageWindow(object):
+    def setupUi(self, UsageWindow):
+        if not UsageWindow.objectName():
+            UsageWindow.setObjectName(u"UsageWindow")
+        UsageWindow.resize(400, 300)
+        self.gridLayout = QGridLayout(UsageWindow)
+        self.gridLayout.setObjectName(u"gridLayout")
+        self.browserContainer = QVBoxLayout()
+        self.browserContainer.setObjectName(u"browserContainer")
+
+        self.gridLayout.addLayout(self.browserContainer, 0, 0, 1, 1)
+
+
+        self.retranslateUi(UsageWindow)
+
+        QMetaObject.connectSlotsByName(UsageWindow)
+    # setupUi
+
+    def retranslateUi(self, UsageWindow):
+        UsageWindow.setWindowTitle(QCoreApplication.translate("UsageWindow", u"\u0418\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435", None))
+    # retranslateUi
--- a/statapp/ui/usage_window.ui
+++ b/statapp/ui/usage_window.ui
@ -0,0 +1,24 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<ui version="4.0">
+ <class>UsageWindow</class>
+ <widget class="QDialog" name="UsageWindow">
+  <property name="geometry">
+   <rect>
+    <x>0</x>
+    <y>0</y>
+    <width>400</width>
+    <height>300</height>
+   </rect>
+  </property>
+  <property name="windowTitle">
+   <string>Использование</string>
+  </property>
+  <layout class="QGridLayout" name="gridLayout">
+   <item row="0" column="0">
+    <layout class="QVBoxLayout" name="browserContainer"/>
+   </item>
+  </layout>
+ </widget>
+ <resources/>
+ <connections/>
+</ui>
--- a/statapp/usage_window.py
+++ b/statapp/usage_window.py
@ -0,0 +1,56 @@
+#
+# Copyright (c) 2024 Maxim Slipenko, Eugene Lazurenko.
+#
+# This file is part of Statapp
+# (see https://github.com/shizand/statapp).
+#
+# This program is free software: you can redistribute it and/or modify
+# it under the terms of the GNU General Public License as published by
+# the Free Software Foundation, either version 3 of the License, or
+# (at your option) any later version.
+#
+# This program is distributed in the hope that it will be useful,
+# but WITHOUT ANY WARRANTY; without even the implied warranty of
+# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+# GNU General Public License for more details.
+#
+# You should have received a copy of the GNU General Public License
+# along with this program. If not, see <http://www.gnu.org/licenses/>.
+#
+from PySide2.QtCore import QUrl
+from PySide2.QtGui import QDesktopServices
+from PySide2.QtWebEngineWidgets import QWebEngineView, QWebEnginePage
+from PySide2.QtWidgets import QMainWindow, QVBoxLayout, QWidget
+
+from statapp.utils import addIcon, resourcePath
+
+class ExternalLinksWebEnginePage(QWebEnginePage):
+    def acceptNavigationRequest(self, url, _type, isMainFrame):
+        if _type == QWebEnginePage.NavigationTypeLinkClicked:
+            QDesktopServices.openUrl(url)
+            return False  # Prevent the internal view from navigating to the URL
+        return True  # Handle all other navigation requests normally
+
+class UsageWindow(QMainWindow):
+    def __init__(self):
+        super().__init__()
+        self.setWindowTitle("Использование")
+        addIcon(self)
+
+        layout = QVBoxLayout()
+
+        self.browser = QWebEngineView()
+        customPage = ExternalLinksWebEnginePage(self.browser)
+        self.browser.setPage(customPage)
+
+        layout.addWidget(self.browser)
+
+        self.browser.load(QUrl.fromLocalFile(resourcePath("docs/README.html")))
+
+        widget = QWidget()
+        widget.setLayout(layout)
+        self.setCentralWidget(widget)
+
+    def onLinkClicked(self, url):
+        # Open the URL in the default web browser instead of the QWebEngineView
+        QDesktopServices.openUrl(url)
--- a/statapp/utils.py
+++ b/statapp/utils.py
@ -17,6 +17,7 @@
 # You should have received a copy of the GNU General Public License
 # along with this program. If not, see <http://www.gnu.org/licenses/>.
 #
+import logging
 import os
 import sys

@ -71,8 +72,11 @@ def onError(errorName: Exception):
        QMessageBox.Ok,
        QMessageBox.Ok)

+    logging.exception(errorName)
+
    msgBox.exec_()

+
 class FloatDelegate(QStyledItemDelegate):
    def __init__(self, parent=None):
        QStyledItemDelegate.__init__(self, parent=parent)
Author	SHA1	Message	Date
github-actions[bot]	08fd512a79	chore(main): release 0.13.0 (#125 ) 🤖 I have created a release beep boop --- ## [0.13.0](https://github.com/shizand/statapp/compare/v0.12.5...v0.13.0) (2024-02-29) ### Новые функции * добавлены весовые коэффициенты ([#126](https://github.com/shizand/statapp/issues/126)) ([`1900785`](`1900785502`)) ### Исправления * исправлена "Остаточная дисперсия (масштабированная)" ([#124](https://github.com/shizand/statapp/issues/124)) ([`babfd48`](`babfd48ee1`)) --- This PR was generated with [Release Please](https://github.com/googleapis/release-please). See [documentation](https://github.com/googleapis/release-please#release-please). Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>	2024-02-29 21:39:28 +03:00
Maxim Slipenko	1900785502	feat: добавлены весовые коэффициенты (#126 )	2024-02-29 21:16:55 +03:00
Maxim Slipenko	babfd48ee1	fix: исправлена "Остаточная дисперсия (масштабированная)" (#124 )	2024-02-29 19:14:03 +03:00
github-actions[bot]	7ad23735ce	chore(main): release 0.12.5 (#123 ) 🤖 I have created a release beep boop --- ## [0.12.5](https://github.com/shizand/statapp/compare/v0.12.4...v0.12.5) (2024-02-22) ### Исправления * заменён алгоритм моделирования полиномов и исправлен прогноз ([#122](https://github.com/shizand/statapp/issues/122)) ([`f17644d`](`f17644dd15`)) --- This PR was generated with [Release Please](https://github.com/googleapis/release-please). See [documentation](https://github.com/googleapis/release-please#release-please). Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>	2024-02-22 20:37:37 +03:00
Maxim Slipenko	ba7449544d	chore: попытка исправить сборку	2024-02-22 20:03:52 +03:00
Maxim Slipenko	771bf66d79	chore: попытка исправить сборку	2024-02-22 19:50:01 +03:00
Maxim Slipenko	3cf58f5af7	chore: попытка исправить сборку	2024-02-22 19:33:37 +03:00
Maxim Slipenko	5f2cc93353	chore: попытка исправить сборку	2024-02-22 19:12:00 +03:00
Maxim Slipenko	a3970b827c	chore: попытка исправить сборку	2024-02-22 19:09:05 +03:00
Maxim Slipenko	aaeb86e780	chore: попытка исправить сборку	2024-02-22 18:33:49 +03:00
Maxim Slipenko	ce95ae94ae	chore: попытка исправить сборку	2024-02-22 18:20:59 +03:00
Maxim Slipenko	cc7e24f5d8	chore: попытка исправить сборку	2024-02-22 16:22:21 +03:00
Maxim Slipenko	8e95b41c2b	chore: попытка исправить сборку	2024-02-22 16:14:54 +03:00
Maxim Slipenko	9e5125c1db	chore: попытка исправить сборку	2024-02-22 15:56:04 +03:00
Maxim Slipenko	04cafcf13c	chore: попытка исправить сборку	2024-02-22 15:45:56 +03:00
Maxim Slipenko	f17644dd15	fix: заменён алгоритм моделирования полиномов и исправлен прогноз (#122 )	2024-02-22 15:15:56 +03:00
github-actions[bot]	23edbdf371	chore(main): release 0.12.4 (#121 ) 🤖 I have created a release beep boop --- ## [0.12.4](https://github.com/shizand/statapp/compare/v0.12.3...v0.12.4) (2024-02-15) ### Исправления * исправлен вывод коэффициента множественной детерминации в "Преобразования" ([`da68523`](`da68523913`)) --- This PR was generated with [Release Please](https://github.com/googleapis/release-please). See [documentation](https://github.com/googleapis/release-please#release-please). Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>	2024-02-15 14:32:22 +03:00
Maxim Slipenko	da68523913	fix: исправлен вывод коэффициента множественной детерминации в "Преобразования"	2024-02-15 14:23:59 +03:00
Maxim Slipenko	bc4c46a050	Merge branch 'main' of https://github.com/shizand/statapp	2024-02-15 13:52:53 +03:00
Maxim Slipenko	d361c06985	удален .idea Closes #115	2024-02-15 13:52:15 +03:00
github-actions[bot]	c69229ce28	chore(main): release 0.12.3 (#120 ) 🤖 I have created a release beep boop --- ## [0.12.3](https://github.com/shizand/statapp/compare/v0.12.2...v0.12.3) (2024-02-14) ### Исправления * добавлен более подробный вывод ошибок в консоль ([`780d5b3`](`780d5b30fd`)) * исправлен вывод коэффициента множественной детерминации ([`260cc99`](`260cc99afa`)) --- This PR was generated with [Release Please](https://github.com/googleapis/release-please). See [documentation](https://github.com/googleapis/release-please#release-please). Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>	2024-02-14 15:47:17 +03:00
Maxim Slipenko	780d5b30fd	fix: добавлен более подробный вывод ошибок в консоль	2024-02-14 15:40:41 +03:00
Maxim Slipenko	d6c03ca3c8	Merge remote-tracking branch 'origin/main'	2024-02-14 15:33:45 +03:00
Maxim Slipenko	260cc99afa	fix: исправлен вывод коэффициента множественной детерминации	2024-02-14 15:33:24 +03:00
github-actions[bot]	3f1bd27535	chore(main): release 0.12.2 (#119 ) 🤖 I have created a release beep boop --- ## [0.12.2](https://github.com/shizand/statapp/compare/v0.12.1...v0.12.2) (2024-02-12) ### Исправления * Добавлены краткие теоретические сведения README ([`34bcee2`](`34bcee2acf`)) --- This PR was generated with [Release Please](https://github.com/googleapis/release-please). See [documentation](https://github.com/googleapis/release-please#release-please). Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>	2024-02-12 16:46:13 +03:00
MisterMLiL	34bcee2acf	fix: Добавлены краткие теоретические сведения README	2024-02-12 16:25:26 +03:00
github-actions[bot]	78f59a4574	chore(main): release 0.12.1 (#118 ) 🤖 I have created a release beep boop --- ## [0.12.1](https://github.com/shizand/statapp/compare/v0.12.0...v0.12.1) (2024-02-11) ### Исправления * добавлено отключение "Распределения" при отсутствии отклика ([`8ca535c`](`8ca535cc8f`)) * исправлены ссылки на некоторую дополнительную литературу ([`c23e1f8`](`c23e1f81a9`)) --- This PR was generated with [Release Please](https://github.com/googleapis/release-please). See [documentation](https://github.com/googleapis/release-please#release-please). Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>	2024-02-11 22:03:35 +03:00
Maxim Slipenko	8ca535cc8f	fix: добавлено отключение "Распределения" при отсутствии отклика	2024-02-11 21:54:46 +03:00
Maxim Slipenko	918cd6fb9b	Merge remote-tracking branch 'origin/main'	2024-02-11 21:46:00 +03:00
Maxim Slipenko	c23e1f81a9	fix: исправлены ссылки на некоторую дополнительную литературу	2024-02-11 21:45:50 +03:00
github-actions[bot]	8ba4c15f08	chore(main): release 0.12.0 (#109 ) 🤖 I have created a release beep boop --- ## [0.12.0](https://github.com/shizand/statapp/compare/v0.11.0...v0.12.0) (2024-02-11) ### Новые функции * Добавлена дополнительная литература ([#117](https://github.com/shizand/statapp/issues/117)) ([`ded55cb`](`ded55cb5d7`)), closes [#114](https://github.com/shizand/statapp/issues/114) * добавлены "Распределения" ([#116](https://github.com/shizand/statapp/issues/116)) ([`981580f`](`981580f46d`)), closes [#111](https://github.com/shizand/statapp/issues/111) [#112](https://github.com/shizand/statapp/issues/112) ### Исправления * Дополнил README ([`9766ecb`](`9766ecb7f5`)) --- This PR was generated with [Release Please](https://github.com/googleapis/release-please). See [documentation](https://github.com/googleapis/release-please#release-please). Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>	2024-02-11 21:30:32 +03:00
Maxim Slipenko	db4e791823	chore: try fix	2024-02-11 21:22:08 +03:00
Maxim Slipenko	981580f46d	feat: добавлены "Распределения" (#116 ) Closes #110 Closes #111 Closes #112	2024-02-11 21:09:52 +03:00
Maxim Slipenko	ded55cb5d7	feat: Добавлена дополнительная литература (#117 ) Closes #114	2024-02-11 21:08:52 +03:00
MisterMLiL	9766ecb7f5	fix: Дополнил README	2024-02-05 11:38:09 +03:00
github-actions[bot]	8b09a76b32	chore(main): release 0.11.0 (#107 ) 🤖 I have created a release beep boop --- ## [0.11.0](https://github.com/shizand/statapp/compare/v0.10.2...v0.11.0) (2024-02-03) ### Новые функции * добавлен пункт "Использование" ([#108](https://github.com/shizand/statapp/issues/108)) ([`aafa5a0`](`aafa5a0ebb`)), closes [#70](https://github.com/shizand/statapp/issues/70) * добавлена возможность удалить факторы ([#103](https://github.com/shizand/statapp/issues/103)) ([`30447a8`](`30447a801a`)), closes [#102](https://github.com/shizand/statapp/issues/102) ### Исправления * добавлена легенда графика ([#104](https://github.com/shizand/statapp/issues/104)) ([`240a517`](`240a517dd6`)), closes [#101](https://github.com/shizand/statapp/issues/101) --- This PR was generated with [Release Please](https://github.com/googleapis/release-please). See [documentation](https://github.com/googleapis/release-please#release-please). Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>	2024-02-03 18:05:02 +03:00
Maxim Slipenko	aafa5a0ebb	feat: добавлен пункт "Использование" (#108 ) Closes #70	2024-02-03 17:57:49 +03:00
Maxim Slipenko	30447a801a	feat: добавлена возможность удалить факторы (#103 ) Closes #102	2024-02-03 16:20:33 +03:00
Maxim Slipenko	240a517dd6	fix: добавлена легенда графика (#104 ) Closes #101	2024-02-03 16:20:23 +03:00
Maxim Slipenko	27c1455120	docs: Добавлен README.html	2024-02-03 15:33:01 +03:00
Maxim Slipenko	63f80819d2	docs: Обновлён README.md	2024-02-03 15:06:35 +03:00
Maxim Slipenko	d0053df261	docs: обновлён README.md (#106 ) Co-authored-by: MisterMLiL <eugenelazurenko@gmail.com>	2024-02-03 14:49:25 +03:00
Maxim Slipenko	fcddf84839	docs: добавлена документация (#105 ) Co-authored-by: MisterMLiL <eugenelazurenko@gmail.com>	2024-02-03 14:39:34 +03:00