.gitignore

@@ -1,2 +1,162 @@
+# ---> Python
+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+# C extensions
+*.so
+
+# Distribution / packaging
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+share/python-wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+MANIFEST
+
+# PyInstaller
+#  Usually these files are written by a python script from a template
+#  before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.nox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+*.py,cover
+.hypothesis/
+.pytest_cache/
+cover/
+
+# Translations
+*.mo
+*.pot
+
+# Django stuff:
+*.log
+local_settings.py
+db.sqlite3
+db.sqlite3-journal
+
+# Flask stuff:
+instance/
+.webassets-cache
+
+# Scrapy stuff:
+.scrapy
+
+# Sphinx documentation
+docs/_build/
+
+# PyBuilder
+.pybuilder/
+target/
+
+# Jupyter Notebook
+.ipynb_checkpoints
+
+# IPython
+profile_default/
+ipython_config.py
+
+# pyenv
+#   For a library or package, you might want to ignore these files since the code is
+#   intended to run in multiple environments; otherwise, check them in:
+# .python-version
+
+# pipenv
+#   According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
+#   However, in case of collaboration, if having platform-specific dependencies or dependencies
+#   having no cross-platform support, pipenv may install dependencies that don't work, or not
+#   install all needed dependencies.
+#Pipfile.lock
+
+# poetry
+#   Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
+#   This is especially recommended for binary packages to ensure reproducibility, and is more
+#   commonly ignored for libraries.
+#   https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
+#poetry.lock
+
+# pdm
+#   Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
+#pdm.lock
+#   pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it
+#   in version control.
+#   https://pdm.fming.dev/#use-with-ide
+.pdm.toml
+
+# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm
+__pypackages__/
+
+# Celery stuff
+celerybeat-schedule
+celerybeat.pid
+
+# SageMath parsed files
+*.sage.py
+
+# Environments
+.env
+.venv
+env/
 venv/
-*.ipynb_checkpoints/
+ENV/
+env.bak/
+venv.bak/
+
+# Spyder project settings
+.spyderproject
+.spyproject
+
+# Rope project settings
+.ropeproject
+
+# mkdocs documentation
+/site
+
+# mypy
+.mypy_cache/
+.dmypy.json
+dmypy.json
+
+# Pyre type checker
+.pyre/
+
+# pytype static type analyzer
+.pytype/
+
+# Cython debug symbols
+cython_debug/
+
+# PyCharm
+#  JetBrains specific template is maintained in a separate JetBrains.gitignore that can
+#  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/
+

Iris.csv

@@ -1,151 +0,0 @@
-Id,SepalLengthCm,SepalWidthCm,PetalLengthCm,PetalWidthCm,Species
-1,5.1,3.5,1.4,0.2,Iris-setosa
-2,4.9,3.0,1.4,0.2,Iris-setosa
-3,4.7,3.2,1.3,0.2,Iris-setosa
-4,4.6,3.1,1.5,0.2,Iris-setosa
-5,5.0,3.6,1.4,0.2,Iris-setosa
-6,5.4,3.9,1.7,0.4,Iris-setosa
-7,4.6,3.4,1.4,0.3,Iris-setosa
-8,5.0,3.4,1.5,0.2,Iris-setosa
-9,4.4,2.9,1.4,0.2,Iris-setosa
-10,4.9,3.1,1.5,0.1,Iris-setosa
-11,5.4,3.7,1.5,0.2,Iris-setosa
-12,4.8,3.4,1.6,0.2,Iris-setosa
-13,4.8,3.0,1.4,0.1,Iris-setosa
-14,4.3,3.0,1.1,0.1,Iris-setosa
-15,5.8,4.0,1.2,0.2,Iris-setosa
-16,5.7,4.4,1.5,0.4,Iris-setosa
-17,5.4,3.9,1.3,0.4,Iris-setosa
-18,5.1,3.5,1.4,0.3,Iris-setosa
-19,5.7,3.8,1.7,0.3,Iris-setosa
-20,5.1,3.8,1.5,0.3,Iris-setosa
-21,5.4,3.4,1.7,0.2,Iris-setosa
-22,5.1,3.7,1.5,0.4,Iris-setosa
-23,4.6,3.6,1.0,0.2,Iris-setosa
-24,5.1,3.3,1.7,0.5,Iris-setosa
-25,4.8,3.4,1.9,0.2,Iris-setosa
-26,5.0,3.0,1.6,0.2,Iris-setosa
-27,5.0,3.4,1.6,0.4,Iris-setosa
-28,5.2,3.5,1.5,0.2,Iris-setosa
-29,5.2,3.4,1.4,0.2,Iris-setosa
-30,4.7,3.2,1.6,0.2,Iris-setosa
-31,4.8,3.1,1.6,0.2,Iris-setosa
-32,5.4,3.4,1.5,0.4,Iris-setosa
-33,5.2,4.1,1.5,0.1,Iris-setosa
-34,5.5,4.2,1.4,0.2,Iris-setosa
-35,4.9,3.1,1.5,0.1,Iris-setosa
-36,5.0,3.2,1.2,0.2,Iris-setosa
-37,5.5,3.5,1.3,0.2,Iris-setosa
-38,4.9,3.1,1.5,0.1,Iris-setosa
-39,4.4,3.0,1.3,0.2,Iris-setosa
-40,5.1,3.4,1.5,0.2,Iris-setosa
-41,5.0,3.5,1.3,0.3,Iris-setosa
-42,4.5,2.3,1.3,0.3,Iris-setosa
-43,4.4,3.2,1.3,0.2,Iris-setosa
-44,5.0,3.5,1.6,0.6,Iris-setosa
-45,5.1,3.8,1.9,0.4,Iris-setosa
-46,4.8,3.0,1.4,0.3,Iris-setosa
-47,5.1,3.8,1.6,0.2,Iris-setosa
-48,4.6,3.2,1.4,0.2,Iris-setosa
-49,5.3,3.7,1.5,0.2,Iris-setosa
-50,5.0,3.3,1.4,0.2,Iris-setosa
-51,7.0,3.2,4.7,1.4,Iris-versicolor
-52,6.4,3.2,4.5,1.5,Iris-versicolor
-53,6.9,3.1,4.9,1.5,Iris-versicolor
-54,5.5,2.3,4.0,1.3,Iris-versicolor
-55,6.5,2.8,4.6,1.5,Iris-versicolor
-56,5.7,2.8,4.5,1.3,Iris-versicolor
-57,6.3,3.3,4.7,1.6,Iris-versicolor
-58,4.9,2.4,3.3,1.0,Iris-versicolor
-59,6.6,2.9,4.6,1.3,Iris-versicolor
-60,5.2,2.7,3.9,1.4,Iris-versicolor
-61,5.0,2.0,3.5,1.0,Iris-versicolor
-62,5.9,3.0,4.2,1.5,Iris-versicolor
-63,6.0,2.2,4.0,1.0,Iris-versicolor
-64,6.1,2.9,4.7,1.4,Iris-versicolor
-65,5.6,2.9,3.6,1.3,Iris-versicolor
-66,6.7,3.1,4.4,1.4,Iris-versicolor
-67,5.6,3.0,4.5,1.5,Iris-versicolor
-68,5.8,2.7,4.1,1.0,Iris-versicolor
-69,6.2,2.2,4.5,1.5,Iris-versicolor
-70,5.6,2.5,3.9,1.1,Iris-versicolor
-71,5.9,3.2,4.8,1.8,Iris-versicolor
-72,6.1,2.8,4.0,1.3,Iris-versicolor
-73,6.3,2.5,4.9,1.5,Iris-versicolor
-74,6.1,2.8,4.7,1.2,Iris-versicolor
-75,6.4,2.9,4.3,1.3,Iris-versicolor
-76,6.6,3.0,4.4,1.4,Iris-versicolor
-77,6.8,2.8,4.8,1.4,Iris-versicolor
-78,6.7,3.0,5.0,1.7,Iris-versicolor
-79,6.0,2.9,4.5,1.5,Iris-versicolor
-80,5.7,2.6,3.5,1.0,Iris-versicolor
-81,5.5,2.4,3.8,1.1,Iris-versicolor
-82,5.5,2.4,3.7,1.0,Iris-versicolor
-83,5.8,2.7,3.9,1.2,Iris-versicolor
-84,6.0,2.7,5.1,1.6,Iris-versicolor
-85,5.4,3.0,4.5,1.5,Iris-versicolor
-86,6.0,3.4,4.5,1.6,Iris-versicolor
-87,6.7,3.1,4.7,1.5,Iris-versicolor
-88,6.3,2.3,4.4,1.3,Iris-versicolor
-89,5.6,3.0,4.1,1.3,Iris-versicolor
-90,5.5,2.5,4.0,1.3,Iris-versicolor
-91,5.5,2.6,4.4,1.2,Iris-versicolor
-92,6.1,3.0,4.6,1.4,Iris-versicolor
-93,5.8,2.6,4.0,1.2,Iris-versicolor
-94,5.0,2.3,3.3,1.0,Iris-versicolor
-95,5.6,2.7,4.2,1.3,Iris-versicolor
-96,5.7,3.0,4.2,1.2,Iris-versicolor
-97,5.7,2.9,4.2,1.3,Iris-versicolor
-98,6.2,2.9,4.3,1.3,Iris-versicolor
-99,5.1,2.5,3.0,1.1,Iris-versicolor
-100,5.7,2.8,4.1,1.3,Iris-versicolor
-101,6.3,3.3,6.0,2.5,Iris-virginica
-102,5.8,2.7,5.1,1.9,Iris-virginica
-103,7.1,3.0,5.9,2.1,Iris-virginica
-104,6.3,2.9,5.6,1.8,Iris-virginica
-105,6.5,3.0,5.8,2.2,Iris-virginica
-106,7.6,3.0,6.6,2.1,Iris-virginica
-107,4.9,2.5,4.5,1.7,Iris-virginica
-108,7.3,2.9,6.3,1.8,Iris-virginica
-109,6.7,2.5,5.8,1.8,Iris-virginica
-110,7.2,3.6,6.1,2.5,Iris-virginica
-111,6.5,3.2,5.1,2.0,Iris-virginica
-112,6.4,2.7,5.3,1.9,Iris-virginica
-113,6.8,3.0,5.5,2.1,Iris-virginica
-114,5.7,2.5,5.0,2.0,Iris-virginica
-115,5.8,2.8,5.1,2.4,Iris-virginica
-116,6.4,3.2,5.3,2.3,Iris-virginica
-117,6.5,3.0,5.5,1.8,Iris-virginica
-118,7.7,3.8,6.7,2.2,Iris-virginica
-119,7.7,2.6,6.9,2.3,Iris-virginica
-120,6.0,2.2,5.0,1.5,Iris-virginica
-121,6.9,3.2,5.7,2.3,Iris-virginica
-122,5.6,2.8,4.9,2.0,Iris-virginica
-123,7.7,2.8,6.7,2.0,Iris-virginica
-124,6.3,2.7,4.9,1.8,Iris-virginica
-125,6.7,3.3,5.7,2.1,Iris-virginica
-126,7.2,3.2,6.0,1.8,Iris-virginica
-127,6.2,2.8,4.8,1.8,Iris-virginica
-128,6.1,3.0,4.9,1.8,Iris-virginica
-129,6.4,2.8,5.6,2.1,Iris-virginica
-130,7.2,3.0,5.8,1.6,Iris-virginica
-131,7.4,2.8,6.1,1.9,Iris-virginica
-132,7.9,3.8,6.4,2.0,Iris-virginica
-133,6.4,2.8,5.6,2.2,Iris-virginica
-134,6.3,2.8,5.1,1.5,Iris-virginica
-135,6.1,2.6,5.6,1.4,Iris-virginica
-136,7.7,3.0,6.1,2.3,Iris-virginica
-137,6.3,3.4,5.6,2.4,Iris-virginica
-138,6.4,3.1,5.5,1.8,Iris-virginica
-139,6.0,3.0,4.8,1.8,Iris-virginica
-140,6.9,3.1,5.4,2.1,Iris-virginica
-141,6.7,3.1,5.6,2.4,Iris-virginica
-142,6.9,3.1,5.1,2.3,Iris-virginica
-143,5.8,2.7,5.1,1.9,Iris-virginica
-144,6.8,3.2,5.9,2.3,Iris-virginica
-145,6.7,3.3,5.7,2.5,Iris-virginica
-146,6.7,3.0,5.2,2.3,Iris-virginica
-147,6.3,2.5,5.0,1.9,Iris-virginica
-148,6.5,3.0,5.2,2.0,Iris-virginica
-149,6.2,3.4,5.4,2.3,Iris-virginica
-150,5.9,3.0,5.1,1.8,Iris-virginica

README.md

@@ -0,0 +1,2 @@
+# zadanie3Toporov
+

requirements.txt

@@ -1,102 +0,0 @@
-anyio==4.13.0
-argon2-cffi==25.1.0
-argon2-cffi-bindings==25.1.0
-arrow==1.4.0
-asttokens==3.0.1
-async-lru==2.3.0
-attrs==26.1.0
-babel==2.18.0
-beautifulsoup4==4.14.3
-bleach==6.3.0
-certifi==2026.2.25
-cffi==2.0.0
-charset-normalizer==3.4.7
-colorama==0.4.6
-comm==0.2.3
-contourpy==1.3.3
-cycler==0.12.1
-debugpy==1.8.20
-decorator==5.2.1
-defusedxml==0.7.1
-executing==2.2.1
-fastjsonschema==2.21.2
-fonttools==4.62.1
-fqdn==1.5.1
-h11==0.16.0
-httpcore==1.0.9
-httpx==0.28.1
-idna==3.11
-ipykernel==7.2.0
-ipython==9.12.0
-ipython_pygments_lexers==1.1.1
-isoduration==20.11.0
-jedi==0.19.2
-Jinja2==3.1.6
-json5==0.14.0
-jsonpointer==3.1.1
-jsonschema==4.26.0
-jsonschema-specifications==2025.9.1
-jupyter-events==0.12.0
-jupyter-lsp==2.3.1
-jupyter_client==8.8.0
-jupyter_core==5.9.1
-jupyter_server==2.17.0
-jupyter_server_terminals==0.5.4
-jupyterlab==4.5.6
-jupyterlab_pygments==0.3.0
-jupyterlab_server==2.28.0
-kiwisolver==1.5.0
-lark==1.3.1
-MarkupSafe==3.0.3
-matplotlib==3.10.8
-matplotlib-inline==0.2.1
-mistune==3.2.0
-nbclient==0.10.4
-nbconvert==7.17.1
-nbformat==5.10.4
-nest-asyncio==1.6.0
-notebook_shim==0.2.4
-numpy==2.4.4
-packaging==26.1
-pandas==3.0.2
-pandocfilters==1.5.1
-parso==0.8.6
-pillow==12.2.0
-platformdirs==4.9.6
-prometheus_client==0.25.0
-prompt_toolkit==3.0.52
-psutil==7.2.2
-pure_eval==0.2.3
-pycparser==3.0
-Pygments==2.20.0
-pyparsing==3.3.2
-python-dateutil==2.9.0.post0
-python-json-logger==4.1.0
-pywinpty==3.0.3
-PyYAML==6.0.3
-pyzmq==27.1.0
-referencing==0.37.0
-requests==2.33.1
-rfc3339-validator==0.1.4
-rfc3986-validator==0.1.1
-rfc3987-syntax==1.1.0
-rpds-py==0.30.0
-seaborn==0.13.2
-Send2Trash==2.1.0
-setuptools==82.0.1
-six==1.17.0
-soupsieve==2.8.3
-stack-data==0.6.3
-terminado==0.18.1
-tinycss2==1.4.0
-tornado==6.5.5
-tqdm==4.67.3
-traitlets==5.14.3
-typing_extensions==4.15.0
-tzdata==2026.1
-uri-template==1.3.0
-urllib3==2.6.3
-wcwidth==0.6.0
-webcolors==25.10.0
-webencodings==0.5.1
-websocket-client==1.9.0