asoc1al/MAI_ISE-31_Andrikhov-A-S
1
0
Fork 0
Code Issues Pull Requests Actions Packages Projects Releases Wiki Activity

sdano✔️

Browse Source
This commit is contained in:
asoc1al 2024-11-09 09:10:23 +04:00
parent af03548321
commit 8e22bc96c0
3 changed files with 1250 additions and 1 deletions
Show Stats Download Patch File Download Diff File Expand all files Collapse all files

1101
lab3.ipynb Normal file
View File

File diff suppressed because one or more lines are too long

148
poetry.lock generated
View File

@ -108,6 +108,17 @@ files = [
[package.dependencies]
pycparser = "*"
[[package]]
name = "cloudpickle"
version = "3.1.0"
description = "Pickler class to extend the standard pickle.Pickler functionality"
optional = false
python-versions = ">=3.8"
files = [
{file = "cloudpickle-3.1.0-py3-none-any.whl", hash = "sha256:fe11acda67f61aaaec473e3afe030feb131d78a43461b718185363384f1ba12e"},
{file = "cloudpickle-3.1.0.tar.gz", hash = "sha256:81a929b6e3c7335c863c771d673d105f02efdb89dfaba0c90495d1c64796601b"},
]
[[package]]
name = "colorama"
version = "0.4.6"
@ -295,6 +306,41 @@ files = [
[package.extras]
tests = ["asttokens (>=2.1.0)", "coverage", "coverage-enable-subprocess", "ipython", "littleutils", "pytest", "rich"]
[[package]]
name = "featuretools"
version = "1.31.0"
description = "a framework for automated feature engineering"
optional = false
python-versions = "<4,>=3.9"
files = [
{file = "featuretools-1.31.0-py3-none-any.whl", hash = "sha256:87c94e9ae959c89acd83da96bd2583f3ef0f6daaa9639cbb6e46dbde2c742a18"},
{file = "featuretools-1.31.0.tar.gz", hash = "sha256:01bfb17fcc1715b4c3623c7bc94a8982122c4a0fa03350ed478601bb81f90155"},
]
[package.dependencies]
cloudpickle = ">=1.5.0"
holidays = ">=0.17"
numpy = ">=1.25.0"
packaging = ">=20.0"
pandas = ">=2.0.0"
psutil = ">=5.7.0"
scipy = ">=1.10.0"
tqdm = ">=4.66.3"
woodwork = ">=0.28.0"
[package.extras]
autonormalize = ["autonormalize (>=2.0.1)"]
complete = ["featuretools[dask,nlp,premium]"]
dask = ["dask[dataframe] (>=2023.2.0)", "distributed (>=2023.2.0)"]
dev = ["black[jupyter] (>=23.1.0)", "featuretools[dask,docs,test]", "pre-commit (>=2.20.0)", "ruff (>=0.1.6)"]
docs = ["Sphinx (==5.1.1)", "autonormalize (>=2.0.1)", "click (>=7.0.0)", "featuretools[dask,test]", "ipython (==8.4.0)", "jupyter (==1.0.0)", "jupyter-client (>=8.0.2)", "matplotlib (==3.7.2)", "myst-parser (==0.18.0)", "nbconvert (==6.5.0)", "nbsphinx (==0.8.9)", "pydata-sphinx-theme (==0.9.0)", "sphinx-copybutton (==0.5.0)", "sphinx-inline-tabs (==2022.1.2b11)"]
nlp = ["nlp-primitives (>=2.12.0)"]
premium = ["premium-primitives (>=0.0.3)"]
sklearn = ["featuretools-sklearn-transformer (>=1.0.0)"]
sql = ["featuretools-sql (>=0.0.1)", "psycopg2-binary (>=2.9.3)"]
test = ["boto3 (>=1.34.32)", "composeml (>=0.8.0)", "graphviz (>=0.8.4)", "moto[all] (>=5.0.0)", "pip (>=23.3.0)", "pyarrow (>=14.0.1)", "pympler (>=0.8)", "pytest (>=7.1.2)", "pytest-cov (>=3.0.0)", "pytest-timeout (>=2.1.0)", "pytest-xdist (>=2.5.0)", "smart-open (>=5.0.0)", "urllib3 (>=1.26.18)"]
tsfresh = ["featuretools-tsfresh-primitives (>=1.0.0)"]
[[package]]
name = "fonttools"
version = "4.54.1"
@ -366,6 +412,20 @@ ufo = ["fs (>=2.2.0,<3)"]
unicode = ["unicodedata2 (>=15.1.0)"]
woff = ["brotli (>=1.0.1)", "brotlicffi (>=0.8.0)", "zopfli (>=0.1.4)"]
[[package]]
name = "holidays"
version = "0.60"
description = "World Holidays Framework"
optional = false
python-versions = ">=3.9"
files = [
{file = "holidays-0.60-py3-none-any.whl", hash = "sha256:d857949c5ee35655215a10c5a26e6a856bdc3beccc4fbbc8debef98dfba17b82"},
{file = "holidays-0.60.tar.gz", hash = "sha256:495fc5123f5d92b92673237375eb8c15a03d21c647b089db509b7d9612267556"},
]
[package.dependencies]
python-dateutil = "*"
[[package]]
name = "imbalanced-learn"
version = "0.12.4"
@ -404,6 +464,25 @@ files = [
[package.dependencies]
imbalanced-learn = "*"
[[package]]
name = "importlib-resources"
version = "6.4.5"
description = "Read resources from Python packages"
optional = false
python-versions = ">=3.8"
files = [
{file = "importlib_resources-6.4.5-py3-none-any.whl", hash = "sha256:ac29d5f956f01d5e4bb63102a5a19957f1b9175e45649977264a1416783bb717"},
{file = "importlib_resources-6.4.5.tar.gz", hash = "sha256:980862a1d16c9e147a59603677fa2aa5fd82b87f223b6cb870695bcfce830065"},
]
[package.extras]
check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
cover = ["pytest-cov"]
doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
enabler = ["pytest-enabler (>=2.2)"]
test = ["jaraco.test (>=5.4)", "pytest (>=6,!=8.1.*)", "zipp (>=3.17)"]
type = ["pytest-mypy"]
[[package]]
name = "ipykernel"
version = "6.29.5"
@ -1454,6 +1533,26 @@ dev = ["flake8", "flit", "mypy", "pandas-stubs", "pre-commit", "pytest", "pytest
docs = ["ipykernel", "nbconvert", "numpydoc", "pydata_sphinx_theme (==0.10.0rc2)", "pyyaml", "sphinx (<6.0.0)", "sphinx-copybutton", "sphinx-design", "sphinx-issues"]
stats = ["scipy (>=1.7)", "statsmodels (>=0.12)"]
[[package]]
name = "setuptools"
version = "75.3.0"
description = "Easily download, build, install, upgrade, and uninstall Python packages"
optional = false
python-versions = ">=3.8"
files = [
{file = "setuptools-75.3.0-py3-none-any.whl", hash = "sha256:f2504966861356aa38616760c0f66568e535562374995367b4e69c7143cf6bcd"},
{file = "setuptools-75.3.0.tar.gz", hash = "sha256:fba5dd4d766e97be1b1681d98712680ae8f2f26d7881245f2ce9e40714f1a686"},
]
[package.extras]
check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)", "ruff (>=0.5.2)"]
core = ["importlib-metadata (>=6)", "importlib-resources (>=5.10.2)", "jaraco.collections", "jaraco.functools", "jaraco.text (>=3.7)", "more-itertools", "more-itertools (>=8.8)", "packaging", "packaging (>=24)", "platformdirs (>=4.2.2)", "tomli (>=2.0.1)", "wheel (>=0.43.0)"]
cover = ["pytest-cov"]
doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "pyproject-hooks (!=1.1)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (>=1,<2)", "sphinx-reredirects", "sphinxcontrib-towncrier", "towncrier (<24.7)"]
enabler = ["pytest-enabler (>=2.2)"]
test = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "ini2toml[lite] (>=0.14)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "jaraco.test (>=5.5)", "packaging (>=23.2)", "pip (>=19.1)", "pyproject-hooks (!=1.1)", "pytest (>=6,!=8.1.*)", "pytest-home (>=0.5)", "pytest-perf", "pytest-subprocess", "pytest-timeout", "pytest-xdist (>=3)", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel (>=0.44.0)"]
type = ["importlib-metadata (>=7.0.2)", "jaraco.develop (>=7.21)", "mypy (==1.12.*)", "pytest-mypy"]
[[package]]
name = "six"
version = "1.16.0"
@ -1515,6 +1614,27 @@ files = [
{file = "tornado-6.4.1.tar.gz", hash = "sha256:92d3ab53183d8c50f8204a51e6f91d18a15d5ef261e84d452800d4ff6fc504e9"},
]
[[package]]
name = "tqdm"
version = "4.67.0"
description = "Fast, Extensible Progress Meter"
optional = false
python-versions = ">=3.7"
files = [
{file = "tqdm-4.67.0-py3-none-any.whl", hash = "sha256:0cd8af9d56911acab92182e88d763100d4788bdf421d251616040cc4d44863be"},
{file = "tqdm-4.67.0.tar.gz", hash = "sha256:fe5a6f95e6fe0b9755e9469b77b9c3cf850048224ecaa8293d7d2d31f97d869a"},
]
[package.dependencies]
colorama = {version = "*", markers = "platform_system == \"Windows\""}
[package.extras]
dev = ["pytest (>=6)", "pytest-cov", "pytest-timeout", "pytest-xdist"]
discord = ["requests"]
notebook = ["ipywidgets (>=6)"]
slack = ["slack-sdk"]
telegram = ["requests"]
[[package]]
name = "traitlets"
version = "5.14.3"
@ -1552,7 +1672,33 @@ files = [
{file = "wcwidth-0.2.13.tar.gz", hash = "sha256:72ea0c06399eb286d978fdedb6923a9eb47e1c486ce63e9b4e64fc18303972b5"},
]
[[package]]
name = "woodwork"
version = "0.31.0"
description = "a data typing library for machine learning"
optional = false
python-versions = "<4,>=3.9"
files = [
{file = "woodwork-0.31.0-py3-none-any.whl", hash = "sha256:5cb3370553b5f466f8c8599b1bf559584dc0b798cc1f2da26bbd7029d256c6f9"},
{file = "woodwork-0.31.0.tar.gz", hash = "sha256:6ef82af1d5b6525b02efe6417c574c810cfdcc606cb266bd0d7fb17a1d066b67"},
]
[package.dependencies]
importlib-resources = ">=5.10.0"
numpy = ">=1.25.0"
pandas = ">=2.0.0"
python-dateutil = ">=2.8.2"
scikit-learn = ">=1.1.0"
scipy = ">=1.10.0"
[package.extras]
complete = ["woodwork[updater]"]
dev = ["click (>=8.1.7)", "pre-commit (>=2.20.0)", "ruff (>=0.1.6)", "woodwork[docs,test]"]
docs = ["Sphinx (==5.1.1)", "ipython (==8.4.0)", "jupyter (==1.0.0)", "myst-parser (==0.18.0)", "nbconvert (==6.5.0)", "nbsphinx (==0.8.9)", "pyarrow (>=14.0.1)", "pydata-sphinx-theme (==0.9.0)", "sphinx-copybutton (==0.5.0)", "sphinx-inline-tabs (==2022.1.2b11)"]
test = ["boto3 (>=1.34.32)", "moto[all] (>=5.0.0)", "pyarrow (>=14.0.1)", "pytest (>=7.0.1)", "pytest-cov (>=2.10.1)", "pytest-xdist (>=2.1.0)", "smart-open (>=5.0.0)"]
updater = ["alteryx-open-src-update-checker (>=3.1.0)"]
[metadata]
lock-version = "2.0"
python-versions = "^3.12"
content-hash = "0873cc703854cb4dbaf70e8bdffeb557c2216e6414bb7fe5ebe42e93349ebdb1"
content-hash = "e357b4831201c172b021d4dc8ddb06a898100f1a4be7cc50885a43028f402dc2"

2
pyproject.toml
View File

@ -13,6 +13,8 @@ seaborn = "^0.13.2"
numpy = "^2.1.2"
scikit-learn = "^1.5.2"
imblearn = "^0.0"
featuretools = "^1.31.0"
setuptools = "^75.3.0"
[tool.poetry.group.dev.dependencies]