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main
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4198219932
162
.gitignore
vendored
162
.gitignore
vendored
@ -1,162 +1,2 @@
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# ---> Python
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# Byte-compiled / optimized / DLL files
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__pycache__/
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*.py[cod]
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*$py.class
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# C extensions
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*.so
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# Distribution / packaging
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.Python
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build/
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develop-eggs/
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dist/
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downloads/
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eggs/
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.eggs/
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lib/
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lib64/
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parts/
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sdist/
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var/
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wheels/
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share/python-wheels/
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*.egg-info/
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.installed.cfg
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*.egg
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MANIFEST
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# PyInstaller
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# Usually these files are written by a python script from a template
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# before PyInstaller builds the exe, so as to inject date/other infos into it.
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*.manifest
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*.spec
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# Installer logs
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pip-log.txt
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pip-delete-this-directory.txt
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# Unit test / coverage reports
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htmlcov/
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.tox/
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.nox/
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.coverage
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.coverage.*
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.cache
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nosetests.xml
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coverage.xml
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*.cover
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*.py,cover
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.hypothesis/
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.pytest_cache/
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cover/
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# Translations
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*.mo
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*.pot
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# Django stuff:
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*.log
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local_settings.py
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db.sqlite3
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db.sqlite3-journal
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# Flask stuff:
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instance/
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.webassets-cache
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# Scrapy stuff:
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.scrapy
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# Sphinx documentation
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docs/_build/
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# PyBuilder
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.pybuilder/
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target/
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# Jupyter Notebook
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.ipynb_checkpoints
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# IPython
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profile_default/
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ipython_config.py
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# pyenv
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# For a library or package, you might want to ignore these files since the code is
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# intended to run in multiple environments; otherwise, check them in:
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# .python-version
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# pipenv
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# According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
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# However, in case of collaboration, if having platform-specific dependencies or dependencies
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# having no cross-platform support, pipenv may install dependencies that don't work, or not
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# install all needed dependencies.
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#Pipfile.lock
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# poetry
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# Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
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# This is especially recommended for binary packages to ensure reproducibility, and is more
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# commonly ignored for libraries.
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# https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
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#poetry.lock
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# pdm
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# Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
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#pdm.lock
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# pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it
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# in version control.
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# https://pdm.fming.dev/#use-with-ide
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.pdm.toml
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# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm
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__pypackages__/
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# Celery stuff
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celerybeat-schedule
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celerybeat.pid
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# SageMath parsed files
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*.sage.py
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# Environments
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.env
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.venv
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env/
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venv/
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venv/
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ENV/
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*.ipynb_checkpoints/
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env.bak/
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venv.bak/
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# Spyder project settings
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.spyderproject
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.spyproject
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# Rope project settings
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.ropeproject
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# mkdocs documentation
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/site
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# mypy
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.mypy_cache/
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.dmypy.json
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dmypy.json
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# Pyre type checker
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.pyre/
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# pytype static type analyzer
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.pytype/
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# Cython debug symbols
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cython_debug/
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# PyCharm
|
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||||||
# JetBrains specific template is maintained in a separate JetBrains.gitignore that can
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# be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
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# and can be added to the global gitignore or merged into this file. For a more nuclear
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# option (not recommended) you can uncomment the following to ignore the entire idea folder.
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#.idea/
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151
Iris.csv
Normal file
151
Iris.csv
Normal file
@ -0,0 +1,151 @@
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Id,SepalLengthCm,SepalWidthCm,PetalLengthCm,PetalWidthCm,Species
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1,5.1,3.5,1.4,0.2,Iris-setosa
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2,4.9,3.0,1.4,0.2,Iris-setosa
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3,4.7,3.2,1.3,0.2,Iris-setosa
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4,4.6,3.1,1.5,0.2,Iris-setosa
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5,5.0,3.6,1.4,0.2,Iris-setosa
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6,5.4,3.9,1.7,0.4,Iris-setosa
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7,4.6,3.4,1.4,0.3,Iris-setosa
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8,5.0,3.4,1.5,0.2,Iris-setosa
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9,4.4,2.9,1.4,0.2,Iris-setosa
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10,4.9,3.1,1.5,0.1,Iris-setosa
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11,5.4,3.7,1.5,0.2,Iris-setosa
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12,4.8,3.4,1.6,0.2,Iris-setosa
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13,4.8,3.0,1.4,0.1,Iris-setosa
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14,4.3,3.0,1.1,0.1,Iris-setosa
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15,5.8,4.0,1.2,0.2,Iris-setosa
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16,5.7,4.4,1.5,0.4,Iris-setosa
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17,5.4,3.9,1.3,0.4,Iris-setosa
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18,5.1,3.5,1.4,0.3,Iris-setosa
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19,5.7,3.8,1.7,0.3,Iris-setosa
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20,5.1,3.8,1.5,0.3,Iris-setosa
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21,5.4,3.4,1.7,0.2,Iris-setosa
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22,5.1,3.7,1.5,0.4,Iris-setosa
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23,4.6,3.6,1.0,0.2,Iris-setosa
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24,5.1,3.3,1.7,0.5,Iris-setosa
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25,4.8,3.4,1.9,0.2,Iris-setosa
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26,5.0,3.0,1.6,0.2,Iris-setosa
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27,5.0,3.4,1.6,0.4,Iris-setosa
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28,5.2,3.5,1.5,0.2,Iris-setosa
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29,5.2,3.4,1.4,0.2,Iris-setosa
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30,4.7,3.2,1.6,0.2,Iris-setosa
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31,4.8,3.1,1.6,0.2,Iris-setosa
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32,5.4,3.4,1.5,0.4,Iris-setosa
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33,5.2,4.1,1.5,0.1,Iris-setosa
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34,5.5,4.2,1.4,0.2,Iris-setosa
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35,4.9,3.1,1.5,0.1,Iris-setosa
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36,5.0,3.2,1.2,0.2,Iris-setosa
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37,5.5,3.5,1.3,0.2,Iris-setosa
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38,4.9,3.1,1.5,0.1,Iris-setosa
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39,4.4,3.0,1.3,0.2,Iris-setosa
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40,5.1,3.4,1.5,0.2,Iris-setosa
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41,5.0,3.5,1.3,0.3,Iris-setosa
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42,4.5,2.3,1.3,0.3,Iris-setosa
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43,4.4,3.2,1.3,0.2,Iris-setosa
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44,5.0,3.5,1.6,0.6,Iris-setosa
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45,5.1,3.8,1.9,0.4,Iris-setosa
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46,4.8,3.0,1.4,0.3,Iris-setosa
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47,5.1,3.8,1.6,0.2,Iris-setosa
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48,4.6,3.2,1.4,0.2,Iris-setosa
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49,5.3,3.7,1.5,0.2,Iris-setosa
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50,5.0,3.3,1.4,0.2,Iris-setosa
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51,7.0,3.2,4.7,1.4,Iris-versicolor
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52,6.4,3.2,4.5,1.5,Iris-versicolor
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53,6.9,3.1,4.9,1.5,Iris-versicolor
|
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54,5.5,2.3,4.0,1.3,Iris-versicolor
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55,6.5,2.8,4.6,1.5,Iris-versicolor
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56,5.7,2.8,4.5,1.3,Iris-versicolor
|
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|
57,6.3,3.3,4.7,1.6,Iris-versicolor
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|
58,4.9,2.4,3.3,1.0,Iris-versicolor
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||||||
|
59,6.6,2.9,4.6,1.3,Iris-versicolor
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||||||
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60,5.2,2.7,3.9,1.4,Iris-versicolor
|
||||||
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61,5.0,2.0,3.5,1.0,Iris-versicolor
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||||||
|
62,5.9,3.0,4.2,1.5,Iris-versicolor
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|
63,6.0,2.2,4.0,1.0,Iris-versicolor
|
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|
64,6.1,2.9,4.7,1.4,Iris-versicolor
|
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|
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
|
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|
69,6.2,2.2,4.5,1.5,Iris-versicolor
|
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|
70,5.6,2.5,3.9,1.1,Iris-versicolor
|
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|
71,5.9,3.2,4.8,1.8,Iris-versicolor
|
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|
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
|
||||||
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136,7.7,3.0,6.1,2.3,Iris-virginica
|
||||||
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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
|
||||||
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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
|
||||||
|
102
requirements.txt
Normal file
102
requirements.txt
Normal file
@ -0,0 +1,102 @@
|
|||||||
|
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
|
||||||
1163
week2_analysis.ipynb
Normal file
1163
week2_analysis.ipynb
Normal file
File diff suppressed because one or more lines are too long
Loading…
Reference in New Issue
Block a user