Merge branch 'a-first-example' into develop
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02_a_first_example.ipynb
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@ -11,7 +11,7 @@ To learn about Python and programming in detail,
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- *Chapter 0*: [Python in a Nutshell](00_python_in_a_nutshell.ipynb)
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- *Chapter 0*: [Python in a Nutshell](00_python_in_a_nutshell.ipynb)
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- *Chapter 1*: Python's Scientific Stack
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- *Chapter 1*: Python's Scientific Stack
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- *Chapter 2*: A first Example: Classifying Flowers
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- *Chapter 2*: [A first Example: Classifying Flowers](02_a_first_example.ipynb)
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- *Chapter 3*: [Case Study: House Prices in Ames, Iowa <img height="12" style="display: inline-block" src="static/link/to_gh.png">](https://github.com/webartifex/ames-housing)
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- *Chapter 3*: [Case Study: House Prices in Ames, Iowa <img height="12" style="display: inline-block" src="static/link/to_gh.png">](https://github.com/webartifex/ames-housing)
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poetry.lock
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@ -113,6 +113,17 @@ category = "main"
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optional = false
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optional = false
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python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
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python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
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[[package]]
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name = "cycler"
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version = "0.10.0"
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description = "Composable style cycles"
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category = "main"
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optional = false
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||||||
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python-versions = "*"
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[package.dependencies]
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six = "*"
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[[package]]
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[[package]]
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name = "decorator"
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name = "decorator"
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version = "5.0.9"
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version = "5.0.9"
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@ -232,6 +243,14 @@ MarkupSafe = ">=2.0"
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[package.extras]
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[package.extras]
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||||||
i18n = ["Babel (>=2.7)"]
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i18n = ["Babel (>=2.7)"]
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||||||
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[[package]]
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name = "joblib"
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version = "1.0.1"
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description = "Lightweight pipelining with Python functions"
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category = "main"
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||||||
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optional = false
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||||||
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python-versions = ">=3.6"
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[[package]]
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[[package]]
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name = "json5"
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name = "json5"
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version = "0.9.5"
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version = "0.9.5"
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@ -372,6 +391,14 @@ requests = "*"
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[package.extras]
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[package.extras]
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||||||
test = ["codecov", "ipykernel", "pytest (>=5.3.2)", "pytest-cov", "jupyter-server", "openapi-core (>=0.13.8,<0.14.0)", "pytest-console-scripts", "strict-rfc3339", "ruamel.yaml", "wheel"]
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test = ["codecov", "ipykernel", "pytest (>=5.3.2)", "pytest-cov", "jupyter-server", "openapi-core (>=0.13.8,<0.14.0)", "pytest-console-scripts", "strict-rfc3339", "ruamel.yaml", "wheel"]
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[[package]]
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name = "kiwisolver"
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version = "1.3.1"
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description = "A fast implementation of the Cassowary constraint solver"
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category = "main"
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optional = false
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||||||
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python-versions = ">=3.6"
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||||||
[[package]]
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[[package]]
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name = "markupsafe"
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name = "markupsafe"
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||||||
version = "2.0.1"
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version = "2.0.1"
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@ -380,6 +407,22 @@ category = "main"
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optional = false
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optional = false
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python-versions = ">=3.6"
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python-versions = ">=3.6"
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[[package]]
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name = "matplotlib"
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version = "3.4.2"
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description = "Python plotting package"
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category = "main"
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optional = false
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||||||
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python-versions = ">=3.7"
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[package.dependencies]
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cycler = ">=0.10"
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kiwisolver = ">=1.0.1"
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numpy = ">=1.16"
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pillow = ">=6.2.0"
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pyparsing = ">=2.2.1"
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python-dateutil = ">=2.7"
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[[package]]
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[[package]]
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name = "matplotlib-inline"
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name = "matplotlib-inline"
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version = "0.1.2"
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version = "0.1.2"
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@ -519,6 +562,14 @@ docs = ["sphinx", "nbsphinx", "sphinxcontrib-github-alt", "sphinx-rtd-theme", "m
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json-logging = ["json-logging"]
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json-logging = ["json-logging"]
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test = ["pytest", "coverage", "requests", "nbval", "selenium", "pytest-cov", "requests-unixsocket"]
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test = ["pytest", "coverage", "requests", "nbval", "selenium", "pytest-cov", "requests-unixsocket"]
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[[package]]
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name = "numpy"
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version = "1.20.3"
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description = "NumPy is the fundamental package for array computing with Python."
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category = "main"
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optional = false
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python-versions = ">=3.7"
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[[package]]
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[[package]]
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name = "packaging"
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name = "packaging"
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version = "20.9"
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version = "20.9"
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@ -530,6 +581,22 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
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[package.dependencies]
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[package.dependencies]
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pyparsing = ">=2.0.2"
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pyparsing = ">=2.0.2"
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[[package]]
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name = "pandas"
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version = "1.2.4"
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description = "Powerful data structures for data analysis, time series, and statistics"
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category = "main"
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optional = false
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python-versions = ">=3.7.1"
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[package.dependencies]
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numpy = ">=1.16.5"
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python-dateutil = ">=2.7.3"
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pytz = ">=2017.3"
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[package.extras]
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test = ["pytest (>=5.0.1)", "pytest-xdist", "hypothesis (>=3.58)"]
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[[package]]
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[[package]]
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name = "pandocfilters"
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name = "pandocfilters"
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version = "1.4.3"
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version = "1.4.3"
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@ -569,6 +636,14 @@ category = "main"
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optional = false
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optional = false
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python-versions = "*"
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python-versions = "*"
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[[package]]
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name = "pillow"
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version = "8.2.0"
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description = "Python Imaging Library (Fork)"
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category = "main"
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optional = false
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python-versions = ">=3.6"
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[[package]]
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[[package]]
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name = "prometheus-client"
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name = "prometheus-client"
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version = "0.10.1"
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version = "0.10.1"
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@ -698,6 +773,37 @@ python-versions = "*"
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security = ["cryptography (>=1.3.4)", "idna (>=2.0.0)", "pyOpenSSL (>=0.14)"]
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security = ["cryptography (>=1.3.4)", "idna (>=2.0.0)", "pyOpenSSL (>=0.14)"]
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||||||
socks = ["PySocks (>=1.5.6,!=1.5.7)", "win-inet-pton"]
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socks = ["PySocks (>=1.5.6,!=1.5.7)", "win-inet-pton"]
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||||||
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[[package]]
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name = "scikit-learn"
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version = "0.24.2"
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||||||
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description = "A set of python modules for machine learning and data mining"
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category = "main"
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optional = false
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||||||
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python-versions = ">=3.6"
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||||||
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||||||
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[package.dependencies]
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joblib = ">=0.11"
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||||||
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numpy = ">=1.13.3"
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scipy = ">=0.19.1"
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||||||
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threadpoolctl = ">=2.0.0"
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||||||
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||||||
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[package.extras]
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benchmark = ["matplotlib (>=2.1.1)", "pandas (>=0.25.0)", "memory-profiler (>=0.57.0)"]
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docs = ["matplotlib (>=2.1.1)", "scikit-image (>=0.13)", "pandas (>=0.25.0)", "seaborn (>=0.9.0)", "memory-profiler (>=0.57.0)", "sphinx (>=3.2.0)", "sphinx-gallery (>=0.7.0)", "numpydoc (>=1.0.0)", "Pillow (>=7.1.2)", "sphinx-prompt (>=1.3.0)"]
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||||||
|
examples = ["matplotlib (>=2.1.1)", "scikit-image (>=0.13)", "pandas (>=0.25.0)", "seaborn (>=0.9.0)"]
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||||||
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tests = ["matplotlib (>=2.1.1)", "scikit-image (>=0.13)", "pandas (>=0.25.0)", "pytest (>=5.0.1)", "pytest-cov (>=2.9.0)", "flake8 (>=3.8.2)", "mypy (>=0.770)", "pyamg (>=4.0.0)"]
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||||||
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||||||
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[[package]]
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||||||
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name = "scipy"
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||||||
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version = "1.6.1"
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||||||
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description = "SciPy: Scientific Library for Python"
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||||||
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category = "main"
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||||||
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optional = false
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||||||
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python-versions = ">=3.7"
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||||||
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||||||
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[package.dependencies]
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||||||
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numpy = ">=1.16.5"
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||||||
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||||||
[[package]]
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[[package]]
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||||||
name = "send2trash"
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name = "send2trash"
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||||||
version = "1.5.0"
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version = "1.5.0"
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@ -749,6 +855,14 @@ python-versions = ">= 3.5"
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[package.extras]
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[package.extras]
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||||||
test = ["pytest", "pathlib2"]
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test = ["pytest", "pathlib2"]
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||||||
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||||||
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[[package]]
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||||||
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name = "threadpoolctl"
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||||||
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version = "2.1.0"
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||||||
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description = "threadpoolctl"
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||||||
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category = "main"
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||||||
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optional = false
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||||||
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python-versions = ">=3.5"
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||||||
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||||||
[[package]]
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[[package]]
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||||||
name = "tornado"
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name = "tornado"
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||||||
version = "6.1"
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version = "6.1"
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@ -798,7 +912,7 @@ python-versions = ">=3.6"
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[metadata]
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[metadata]
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||||||
lock-version = "1.1"
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lock-version = "1.1"
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||||||
python-versions = "^3.8"
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python-versions = "^3.8"
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||||||
content-hash = "b2ac33f9fae63984f23665bfea3283271e0a87187f711d5ded90a5f064803660"
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content-hash = "f684f47b6832846bcfe88bf58eb673f20582f94c1c2b7ff3a2d366106f5cc96c"
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||||||
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||||||
[metadata.files]
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[metadata.files]
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||||||
anyio = [
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anyio = [
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||||||
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@ -828,6 +942,10 @@ argon2-cffi = [
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||||||
{file = "argon2_cffi-20.1.0-cp38-cp38-win_amd64.whl", hash = "sha256:9dfd5197852530294ecb5795c97a823839258dfd5eb9420233c7cfedec2058f2"},
|
{file = "argon2_cffi-20.1.0-cp38-cp38-win_amd64.whl", hash = "sha256:9dfd5197852530294ecb5795c97a823839258dfd5eb9420233c7cfedec2058f2"},
|
||||||
{file = "argon2_cffi-20.1.0-cp39-cp39-win32.whl", hash = "sha256:e2db6e85c057c16d0bd3b4d2b04f270a7467c147381e8fd73cbbe5bc719832be"},
|
{file = "argon2_cffi-20.1.0-cp39-cp39-win32.whl", hash = "sha256:e2db6e85c057c16d0bd3b4d2b04f270a7467c147381e8fd73cbbe5bc719832be"},
|
||||||
{file = "argon2_cffi-20.1.0-cp39-cp39-win_amd64.whl", hash = "sha256:8a84934bd818e14a17943de8099d41160da4a336bcc699bb4c394bbb9b94bd32"},
|
{file = "argon2_cffi-20.1.0-cp39-cp39-win_amd64.whl", hash = "sha256:8a84934bd818e14a17943de8099d41160da4a336bcc699bb4c394bbb9b94bd32"},
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||||||
|
{file = "argon2_cffi-20.1.0-pp36-pypy36_pp73-macosx_10_7_x86_64.whl", hash = "sha256:b94042e5dcaa5d08cf104a54bfae614be502c6f44c9c89ad1535b2ebdaacbd4c"},
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||||||
|
{file = "argon2_cffi-20.1.0-pp36-pypy36_pp73-win32.whl", hash = "sha256:8282b84ceb46b5b75c3a882b28856b8cd7e647ac71995e71b6705ec06fc232c3"},
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||||||
|
{file = "argon2_cffi-20.1.0-pp37-pypy37_pp73-macosx_10_7_x86_64.whl", hash = "sha256:3aa804c0e52f208973845e8b10c70d8957c9e5a666f702793256242e9167c4e0"},
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||||||
|
{file = "argon2_cffi-20.1.0-pp37-pypy37_pp73-win_amd64.whl", hash = "sha256:36320372133a003374ef4275fbfce78b7ab581440dfca9f9471be3dd9a522428"},
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||||||
]
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]
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||||||
async-generator = [
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async-generator = [
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||||||
{file = "async_generator-1.10-py3-none-any.whl", hash = "sha256:01c7bf666359b4967d2cda0000cc2e4af16a0ae098cbffcb8472fb9e8ad6585b"},
|
{file = "async_generator-1.10-py3-none-any.whl", hash = "sha256:01c7bf666359b4967d2cda0000cc2e4af16a0ae098cbffcb8472fb9e8ad6585b"},
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||||||
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@ -904,6 +1022,10 @@ colorama = [
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||||||
{file = "colorama-0.4.4-py2.py3-none-any.whl", hash = "sha256:9f47eda37229f68eee03b24b9748937c7dc3868f906e8ba69fbcbdd3bc5dc3e2"},
|
{file = "colorama-0.4.4-py2.py3-none-any.whl", hash = "sha256:9f47eda37229f68eee03b24b9748937c7dc3868f906e8ba69fbcbdd3bc5dc3e2"},
|
||||||
{file = "colorama-0.4.4.tar.gz", hash = "sha256:5941b2b48a20143d2267e95b1c2a7603ce057ee39fd88e7329b0c292aa16869b"},
|
{file = "colorama-0.4.4.tar.gz", hash = "sha256:5941b2b48a20143d2267e95b1c2a7603ce057ee39fd88e7329b0c292aa16869b"},
|
||||||
]
|
]
|
||||||
|
cycler = [
|
||||||
|
{file = "cycler-0.10.0-py2.py3-none-any.whl", hash = "sha256:1d8a5ae1ff6c5cf9b93e8811e581232ad8920aeec647c37316ceac982b08cb2d"},
|
||||||
|
{file = "cycler-0.10.0.tar.gz", hash = "sha256:cd7b2d1018258d7247a71425e9f26463dfb444d411c39569972f4ce586b0c9d8"},
|
||||||
|
]
|
||||||
decorator = [
|
decorator = [
|
||||||
{file = "decorator-5.0.9-py3-none-any.whl", hash = "sha256:6e5c199c16f7a9f0e3a61a4a54b3d27e7dad0dbdde92b944426cb20914376323"},
|
{file = "decorator-5.0.9-py3-none-any.whl", hash = "sha256:6e5c199c16f7a9f0e3a61a4a54b3d27e7dad0dbdde92b944426cb20914376323"},
|
||||||
{file = "decorator-5.0.9.tar.gz", hash = "sha256:72ecfba4320a893c53f9706bebb2d55c270c1e51a28789361aa93e4a21319ed5"},
|
{file = "decorator-5.0.9.tar.gz", hash = "sha256:72ecfba4320a893c53f9706bebb2d55c270c1e51a28789361aa93e4a21319ed5"},
|
||||||
|
|
@ -940,6 +1062,10 @@ jinja2 = [
|
||||||
{file = "Jinja2-3.0.1-py3-none-any.whl", hash = "sha256:1f06f2da51e7b56b8f238affdd6b4e2c61e39598a378cc49345bc1bd42a978a4"},
|
{file = "Jinja2-3.0.1-py3-none-any.whl", hash = "sha256:1f06f2da51e7b56b8f238affdd6b4e2c61e39598a378cc49345bc1bd42a978a4"},
|
||||||
{file = "Jinja2-3.0.1.tar.gz", hash = "sha256:703f484b47a6af502e743c9122595cc812b0271f661722403114f71a79d0f5a4"},
|
{file = "Jinja2-3.0.1.tar.gz", hash = "sha256:703f484b47a6af502e743c9122595cc812b0271f661722403114f71a79d0f5a4"},
|
||||||
]
|
]
|
||||||
|
joblib = [
|
||||||
|
{file = "joblib-1.0.1-py3-none-any.whl", hash = "sha256:feeb1ec69c4d45129954f1b7034954241eedfd6ba39b5e9e4b6883be3332d5e5"},
|
||||||
|
{file = "joblib-1.0.1.tar.gz", hash = "sha256:9c17567692206d2f3fb9ecf5e991084254fe631665c450b443761c4186a613f7"},
|
||||||
|
]
|
||||||
json5 = [
|
json5 = [
|
||||||
{file = "json5-0.9.5-py2.py3-none-any.whl", hash = "sha256:af1a1b9a2850c7f62c23fde18be4749b3599fd302f494eebf957e2ada6b9e42c"},
|
{file = "json5-0.9.5-py2.py3-none-any.whl", hash = "sha256:af1a1b9a2850c7f62c23fde18be4749b3599fd302f494eebf957e2ada6b9e42c"},
|
||||||
{file = "json5-0.9.5.tar.gz", hash = "sha256:703cfee540790576b56a92e1c6aaa6c4b0d98971dc358ead83812aa4d06bdb96"},
|
{file = "json5-0.9.5.tar.gz", hash = "sha256:703cfee540790576b56a92e1c6aaa6c4b0d98971dc358ead83812aa4d06bdb96"},
|
||||||
|
|
@ -972,6 +1098,40 @@ jupyterlab-server = [
|
||||||
{file = "jupyterlab_server-2.5.2-py3-none-any.whl", hash = "sha256:7c7209e00910aff1ad8a7b8fd5826536561c6bafba9608ed5d1b04e1b9819efd"},
|
{file = "jupyterlab_server-2.5.2-py3-none-any.whl", hash = "sha256:7c7209e00910aff1ad8a7b8fd5826536561c6bafba9608ed5d1b04e1b9819efd"},
|
||||||
{file = "jupyterlab_server-2.5.2.tar.gz", hash = "sha256:43bc96fa49196e3ace214693e0955eb73fe11d37ac1577d45b177a0588c0a1d6"},
|
{file = "jupyterlab_server-2.5.2.tar.gz", hash = "sha256:43bc96fa49196e3ace214693e0955eb73fe11d37ac1577d45b177a0588c0a1d6"},
|
||||||
]
|
]
|
||||||
|
kiwisolver = [
|
||||||
|
{file = "kiwisolver-1.3.1-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:fd34fbbfbc40628200730bc1febe30631347103fc8d3d4fa012c21ab9c11eca9"},
|
||||||
|
{file = "kiwisolver-1.3.1-cp36-cp36m-manylinux1_i686.whl", hash = "sha256:d3155d828dec1d43283bd24d3d3e0d9c7c350cdfcc0bd06c0ad1209c1bbc36d0"},
|
||||||
|
{file = "kiwisolver-1.3.1-cp36-cp36m-manylinux1_x86_64.whl", hash = "sha256:5a7a7dbff17e66fac9142ae2ecafb719393aaee6a3768c9de2fd425c63b53e21"},
|
||||||
|
{file = "kiwisolver-1.3.1-cp36-cp36m-manylinux2014_aarch64.whl", hash = "sha256:f8d6f8db88049a699817fd9178782867bf22283e3813064302ac59f61d95be05"},
|
||||||
|
{file = "kiwisolver-1.3.1-cp36-cp36m-manylinux2014_ppc64le.whl", hash = "sha256:5f6ccd3dd0b9739edcf407514016108e2280769c73a85b9e59aa390046dbf08b"},
|
||||||
|
{file = "kiwisolver-1.3.1-cp36-cp36m-win32.whl", hash = "sha256:225e2e18f271e0ed8157d7f4518ffbf99b9450fca398d561eb5c4a87d0986dd9"},
|
||||||
|
{file = "kiwisolver-1.3.1-cp36-cp36m-win_amd64.whl", hash = "sha256:cf8b574c7b9aa060c62116d4181f3a1a4e821b2ec5cbfe3775809474113748d4"},
|
||||||
|
{file = "kiwisolver-1.3.1-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:232c9e11fd7ac3a470d65cd67e4359eee155ec57e822e5220322d7b2ac84fbf0"},
|
||||||
|
{file = "kiwisolver-1.3.1-cp37-cp37m-manylinux1_i686.whl", hash = "sha256:b38694dcdac990a743aa654037ff1188c7a9801ac3ccc548d3341014bc5ca278"},
|
||||||
|
{file = "kiwisolver-1.3.1-cp37-cp37m-manylinux1_x86_64.whl", hash = "sha256:ca3820eb7f7faf7f0aa88de0e54681bddcb46e485beb844fcecbcd1c8bd01689"},
|
||||||
|
{file = "kiwisolver-1.3.1-cp37-cp37m-manylinux2014_aarch64.whl", hash = "sha256:c8fd0f1ae9d92b42854b2979024d7597685ce4ada367172ed7c09edf2cef9cb8"},
|
||||||
|
{file = "kiwisolver-1.3.1-cp37-cp37m-manylinux2014_ppc64le.whl", hash = "sha256:1e1bc12fb773a7b2ffdeb8380609f4f8064777877b2225dec3da711b421fda31"},
|
||||||
|
{file = "kiwisolver-1.3.1-cp37-cp37m-win32.whl", hash = "sha256:72c99e39d005b793fb7d3d4e660aed6b6281b502e8c1eaf8ee8346023c8e03bc"},
|
||||||
|
{file = "kiwisolver-1.3.1-cp37-cp37m-win_amd64.whl", hash = "sha256:8be8d84b7d4f2ba4ffff3665bcd0211318aa632395a1a41553250484a871d454"},
|
||||||
|
{file = "kiwisolver-1.3.1-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:31dfd2ac56edc0ff9ac295193eeaea1c0c923c0355bf948fbd99ed6018010b72"},
|
||||||
|
{file = "kiwisolver-1.3.1-cp38-cp38-manylinux1_i686.whl", hash = "sha256:563c649cfdef27d081c84e72a03b48ea9408c16657500c312575ae9d9f7bc1c3"},
|
||||||
|
{file = "kiwisolver-1.3.1-cp38-cp38-manylinux1_x86_64.whl", hash = "sha256:78751b33595f7f9511952e7e60ce858c6d64db2e062afb325985ddbd34b5c131"},
|
||||||
|
{file = "kiwisolver-1.3.1-cp38-cp38-manylinux2014_aarch64.whl", hash = "sha256:a357fd4f15ee49b4a98b44ec23a34a95f1e00292a139d6015c11f55774ef10de"},
|
||||||
|
{file = "kiwisolver-1.3.1-cp38-cp38-manylinux2014_ppc64le.whl", hash = "sha256:5989db3b3b34b76c09253deeaf7fbc2707616f130e166996606c284395da3f18"},
|
||||||
|
{file = "kiwisolver-1.3.1-cp38-cp38-win32.whl", hash = "sha256:c08e95114951dc2090c4a630c2385bef681cacf12636fb0241accdc6b303fd81"},
|
||||||
|
{file = "kiwisolver-1.3.1-cp38-cp38-win_amd64.whl", hash = "sha256:44a62e24d9b01ba94ae7a4a6c3fb215dc4af1dde817e7498d901e229aaf50e4e"},
|
||||||
|
{file = "kiwisolver-1.3.1-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:50af681a36b2a1dee1d3c169ade9fdc59207d3c31e522519181e12f1b3ba7000"},
|
||||||
|
{file = "kiwisolver-1.3.1-cp39-cp39-manylinux1_i686.whl", hash = "sha256:a53d27d0c2a0ebd07e395e56a1fbdf75ffedc4a05943daf472af163413ce9598"},
|
||||||
|
{file = "kiwisolver-1.3.1-cp39-cp39-manylinux1_x86_64.whl", hash = "sha256:834ee27348c4aefc20b479335fd422a2c69db55f7d9ab61721ac8cd83eb78882"},
|
||||||
|
{file = "kiwisolver-1.3.1-cp39-cp39-manylinux2014_aarch64.whl", hash = "sha256:5c3e6455341008a054cccee8c5d24481bcfe1acdbc9add30aa95798e95c65621"},
|
||||||
|
{file = "kiwisolver-1.3.1-cp39-cp39-manylinux2014_ppc64le.whl", hash = "sha256:acef3d59d47dd85ecf909c359d0fd2c81ed33bdff70216d3956b463e12c38a54"},
|
||||||
|
{file = "kiwisolver-1.3.1-cp39-cp39-win32.whl", hash = "sha256:c5518d51a0735b1e6cee1fdce66359f8d2b59c3ca85dc2b0813a8aa86818a030"},
|
||||||
|
{file = "kiwisolver-1.3.1-cp39-cp39-win_amd64.whl", hash = "sha256:b9edd0110a77fc321ab090aaa1cfcaba1d8499850a12848b81be2222eab648f6"},
|
||||||
|
{file = "kiwisolver-1.3.1-pp36-pypy36_pp73-macosx_10_9_x86_64.whl", hash = "sha256:0cd53f403202159b44528498de18f9285b04482bab2a6fc3f5dd8dbb9352e30d"},
|
||||||
|
{file = "kiwisolver-1.3.1-pp36-pypy36_pp73-manylinux2010_x86_64.whl", hash = "sha256:33449715e0101e4d34f64990352bce4095c8bf13bed1b390773fc0a7295967b3"},
|
||||||
|
{file = "kiwisolver-1.3.1-pp36-pypy36_pp73-win32.whl", hash = "sha256:401a2e9afa8588589775fe34fc22d918ae839aaaf0c0e96441c0fdbce6d8ebe6"},
|
||||||
|
{file = "kiwisolver-1.3.1.tar.gz", hash = "sha256:950a199911a8d94683a6b10321f9345d5a3a8433ec58b217ace979e18f16e248"},
|
||||||
|
]
|
||||||
markupsafe = [
|
markupsafe = [
|
||||||
{file = "MarkupSafe-2.0.1-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:f9081981fe268bd86831e5c75f7de206ef275defcb82bc70740ae6dc507aee51"},
|
{file = "MarkupSafe-2.0.1-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:f9081981fe268bd86831e5c75f7de206ef275defcb82bc70740ae6dc507aee51"},
|
||||||
{file = "MarkupSafe-2.0.1-cp36-cp36m-manylinux1_i686.whl", hash = "sha256:0955295dd5eec6cb6cc2fe1698f4c6d84af2e92de33fbcac4111913cd100a6ff"},
|
{file = "MarkupSafe-2.0.1-cp36-cp36m-manylinux1_i686.whl", hash = "sha256:0955295dd5eec6cb6cc2fe1698f4c6d84af2e92de33fbcac4111913cd100a6ff"},
|
||||||
|
|
@ -1008,6 +1168,27 @@ markupsafe = [
|
||||||
{file = "MarkupSafe-2.0.1-cp39-cp39-win_amd64.whl", hash = "sha256:693ce3f9e70a6cf7d2fb9e6c9d8b204b6b39897a2c4a1aa65728d5ac97dcc1d8"},
|
{file = "MarkupSafe-2.0.1-cp39-cp39-win_amd64.whl", hash = "sha256:693ce3f9e70a6cf7d2fb9e6c9d8b204b6b39897a2c4a1aa65728d5ac97dcc1d8"},
|
||||||
{file = "MarkupSafe-2.0.1.tar.gz", hash = "sha256:594c67807fb16238b30c44bdf74f36c02cdf22d1c8cda91ef8a0ed8dabf5620a"},
|
{file = "MarkupSafe-2.0.1.tar.gz", hash = "sha256:594c67807fb16238b30c44bdf74f36c02cdf22d1c8cda91ef8a0ed8dabf5620a"},
|
||||||
]
|
]
|
||||||
|
matplotlib = [
|
||||||
|
{file = "matplotlib-3.4.2-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:c541ee5a3287efe066bbe358320853cf4916bc14c00c38f8f3d8d75275a405a9"},
|
||||||
|
{file = "matplotlib-3.4.2-cp37-cp37m-manylinux1_i686.whl", hash = "sha256:3a5c18dbd2c7c366da26a4ad1462fe3e03a577b39e3b503bbcf482b9cdac093c"},
|
||||||
|
{file = "matplotlib-3.4.2-cp37-cp37m-manylinux1_x86_64.whl", hash = "sha256:a9d8cb5329df13e0cdaa14b3b43f47b5e593ec637f13f14db75bb16e46178b05"},
|
||||||
|
{file = "matplotlib-3.4.2-cp37-cp37m-manylinux2014_aarch64.whl", hash = "sha256:7ad19f3fb6145b9eb41c08e7cbb9f8e10b91291396bee21e9ce761bb78df63ec"},
|
||||||
|
{file = "matplotlib-3.4.2-cp37-cp37m-win32.whl", hash = "sha256:7a58f3d8fe8fac3be522c79d921c9b86e090a59637cb88e3bc51298d7a2c862a"},
|
||||||
|
{file = "matplotlib-3.4.2-cp37-cp37m-win_amd64.whl", hash = "sha256:6382bc6e2d7e481bcd977eb131c31dee96e0fb4f9177d15ec6fb976d3b9ace1a"},
|
||||||
|
{file = "matplotlib-3.4.2-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:6a6a44f27aabe720ec4fd485061e8a35784c2b9ffa6363ad546316dfc9cea04e"},
|
||||||
|
{file = "matplotlib-3.4.2-cp38-cp38-manylinux1_i686.whl", hash = "sha256:1c1779f7ab7d8bdb7d4c605e6ffaa0614b3e80f1e3c8ccf7b9269a22dbc5986b"},
|
||||||
|
{file = "matplotlib-3.4.2-cp38-cp38-manylinux1_x86_64.whl", hash = "sha256:5826f56055b9b1c80fef82e326097e34dc4af8c7249226b7dd63095a686177d1"},
|
||||||
|
{file = "matplotlib-3.4.2-cp38-cp38-manylinux2014_aarch64.whl", hash = "sha256:0bea5ec5c28d49020e5d7923c2725b837e60bc8be99d3164af410eb4b4c827da"},
|
||||||
|
{file = "matplotlib-3.4.2-cp38-cp38-win32.whl", hash = "sha256:6475d0209024a77f869163ec3657c47fed35d9b6ed8bccba8aa0f0099fbbdaa8"},
|
||||||
|
{file = "matplotlib-3.4.2-cp38-cp38-win_amd64.whl", hash = "sha256:21b31057bbc5e75b08e70a43cefc4c0b2c2f1b1a850f4a0f7af044eb4163086c"},
|
||||||
|
{file = "matplotlib-3.4.2-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:b26535b9de85326e6958cdef720ecd10bcf74a3f4371bf9a7e5b2e659c17e153"},
|
||||||
|
{file = "matplotlib-3.4.2-cp39-cp39-manylinux1_i686.whl", hash = "sha256:32fa638cc10886885d1ca3d409d4473d6a22f7ceecd11322150961a70fab66dd"},
|
||||||
|
{file = "matplotlib-3.4.2-cp39-cp39-manylinux1_x86_64.whl", hash = "sha256:956c8849b134b4a343598305a3ca1bdd3094f01f5efc8afccdebeffe6b315247"},
|
||||||
|
{file = "matplotlib-3.4.2-cp39-cp39-manylinux2014_aarch64.whl", hash = "sha256:85f191bb03cb1a7b04b5c2cca4792bef94df06ef473bc49e2818105671766fee"},
|
||||||
|
{file = "matplotlib-3.4.2-cp39-cp39-win32.whl", hash = "sha256:b1d5a2cedf5de05567c441b3a8c2651fbde56df08b82640e7f06c8cd91e201f6"},
|
||||||
|
{file = "matplotlib-3.4.2-cp39-cp39-win_amd64.whl", hash = "sha256:df815378a754a7edd4559f8c51fc7064f779a74013644a7f5ac7a0c31f875866"},
|
||||||
|
{file = "matplotlib-3.4.2.tar.gz", hash = "sha256:d8d994cefdff9aaba45166eb3de4f5211adb4accac85cbf97137e98f26ea0219"},
|
||||||
|
]
|
||||||
matplotlib-inline = [
|
matplotlib-inline = [
|
||||||
{file = "matplotlib-inline-0.1.2.tar.gz", hash = "sha256:f41d5ff73c9f5385775d5c0bc13b424535c8402fe70ea8210f93e11f3683993e"},
|
{file = "matplotlib-inline-0.1.2.tar.gz", hash = "sha256:f41d5ff73c9f5385775d5c0bc13b424535c8402fe70ea8210f93e11f3683993e"},
|
||||||
{file = "matplotlib_inline-0.1.2-py3-none-any.whl", hash = "sha256:5cf1176f554abb4fa98cb362aa2b55c500147e4bdbb07e3fda359143e1da0811"},
|
{file = "matplotlib_inline-0.1.2-py3-none-any.whl", hash = "sha256:5cf1176f554abb4fa98cb362aa2b55c500147e4bdbb07e3fda359143e1da0811"},
|
||||||
|
|
@ -1040,10 +1221,54 @@ notebook = [
|
||||||
{file = "notebook-6.4.0-py3-none-any.whl", hash = "sha256:f7f0a71a999c7967d9418272ae4c3378a220bd28330fbfb49860e46cf8a5838a"},
|
{file = "notebook-6.4.0-py3-none-any.whl", hash = "sha256:f7f0a71a999c7967d9418272ae4c3378a220bd28330fbfb49860e46cf8a5838a"},
|
||||||
{file = "notebook-6.4.0.tar.gz", hash = "sha256:9c4625e2a2aa49d6eae4ce20cbc3d8976db19267e32d2a304880e0c10bf8aef9"},
|
{file = "notebook-6.4.0.tar.gz", hash = "sha256:9c4625e2a2aa49d6eae4ce20cbc3d8976db19267e32d2a304880e0c10bf8aef9"},
|
||||||
]
|
]
|
||||||
|
numpy = [
|
||||||
|
{file = "numpy-1.20.3-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:70eb5808127284c4e5c9e836208e09d685a7978b6a216db85960b1a112eeace8"},
|
||||||
|
{file = "numpy-1.20.3-cp37-cp37m-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:6ca2b85a5997dabc38301a22ee43c82adcb53ff660b89ee88dded6b33687e1d8"},
|
||||||
|
{file = "numpy-1.20.3-cp37-cp37m-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:c5bf0e132acf7557fc9bb8ded8b53bbbbea8892f3c9a1738205878ca9434206a"},
|
||||||
|
{file = "numpy-1.20.3-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:db250fd3e90117e0312b611574cd1b3f78bec046783195075cbd7ba9c3d73f16"},
|
||||||
|
{file = "numpy-1.20.3-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:637d827248f447e63585ca3f4a7d2dfaa882e094df6cfa177cc9cf9cd6cdf6d2"},
|
||||||
|
{file = "numpy-1.20.3-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.whl", hash = "sha256:8b7bb4b9280da3b2856cb1fc425932f46fba609819ee1c62256f61799e6a51d2"},
|
||||||
|
{file = "numpy-1.20.3-cp37-cp37m-win32.whl", hash = "sha256:67d44acb72c31a97a3d5d33d103ab06d8ac20770e1c5ad81bdb3f0c086a56cf6"},
|
||||||
|
{file = "numpy-1.20.3-cp37-cp37m-win_amd64.whl", hash = "sha256:43909c8bb289c382170e0282158a38cf306a8ad2ff6dfadc447e90f9961bef43"},
|
||||||
|
{file = "numpy-1.20.3-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:f1452578d0516283c87608a5a5548b0cdde15b99650efdfd85182102ef7a7c17"},
|
||||||
|
{file = "numpy-1.20.3-cp38-cp38-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:6e51534e78d14b4a009a062641f465cfaba4fdcb046c3ac0b1f61dd97c861b1b"},
|
||||||
|
{file = "numpy-1.20.3-cp38-cp38-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:e515c9a93aebe27166ec9593411c58494fa98e5fcc219e47260d9ab8a1cc7f9f"},
|
||||||
|
{file = "numpy-1.20.3-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c1c09247ccea742525bdb5f4b5ceeacb34f95731647fe55774aa36557dbb5fa4"},
|
||||||
|
{file = "numpy-1.20.3-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:66fbc6fed94a13b9801fb70b96ff30605ab0a123e775a5e7a26938b717c5d71a"},
|
||||||
|
{file = "numpy-1.20.3-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.whl", hash = "sha256:ea9cff01e75a956dbee133fa8e5b68f2f92175233de2f88de3a682dd94deda65"},
|
||||||
|
{file = "numpy-1.20.3-cp38-cp38-win32.whl", hash = "sha256:f39a995e47cb8649673cfa0579fbdd1cdd33ea497d1728a6cb194d6252268e48"},
|
||||||
|
{file = "numpy-1.20.3-cp38-cp38-win_amd64.whl", hash = "sha256:1676b0a292dd3c99e49305a16d7a9f42a4ab60ec522eac0d3dd20cdf362ac010"},
|
||||||
|
{file = "numpy-1.20.3-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:830b044f4e64a76ba71448fce6e604c0fc47a0e54d8f6467be23749ac2cbd2fb"},
|
||||||
|
{file = "numpy-1.20.3-cp39-cp39-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:55b745fca0a5ab738647d0e4db099bd0a23279c32b31a783ad2ccea729e632df"},
|
||||||
|
{file = "numpy-1.20.3-cp39-cp39-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:5d050e1e4bc9ddb8656d7b4f414557720ddcca23a5b88dd7cff65e847864c400"},
|
||||||
|
{file = "numpy-1.20.3-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a9c65473ebc342715cb2d7926ff1e202c26376c0dcaaee85a1fd4b8d8c1d3b2f"},
|
||||||
|
{file = "numpy-1.20.3-cp39-cp39-win32.whl", hash = "sha256:16f221035e8bd19b9dc9a57159e38d2dd060b48e93e1d843c49cb370b0f415fd"},
|
||||||
|
{file = "numpy-1.20.3-cp39-cp39-win_amd64.whl", hash = "sha256:6690080810f77485667bfbff4f69d717c3be25e5b11bb2073e76bb3f578d99b4"},
|
||||||
|
{file = "numpy-1.20.3-pp37-pypy37_pp73-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:4e465afc3b96dbc80cf4a5273e5e2b1e3451286361b4af70ce1adb2984d392f9"},
|
||||||
|
{file = "numpy-1.20.3.zip", hash = "sha256:e55185e51b18d788e49fe8305fd73ef4470596b33fc2c1ceb304566b99c71a69"},
|
||||||
|
]
|
||||||
packaging = [
|
packaging = [
|
||||||
{file = "packaging-20.9-py2.py3-none-any.whl", hash = "sha256:67714da7f7bc052e064859c05c595155bd1ee9f69f76557e21f051443c20947a"},
|
{file = "packaging-20.9-py2.py3-none-any.whl", hash = "sha256:67714da7f7bc052e064859c05c595155bd1ee9f69f76557e21f051443c20947a"},
|
||||||
{file = "packaging-20.9.tar.gz", hash = "sha256:5b327ac1320dc863dca72f4514ecc086f31186744b84a230374cc1fd776feae5"},
|
{file = "packaging-20.9.tar.gz", hash = "sha256:5b327ac1320dc863dca72f4514ecc086f31186744b84a230374cc1fd776feae5"},
|
||||||
]
|
]
|
||||||
|
pandas = [
|
||||||
|
{file = "pandas-1.2.4-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:c601c6fdebc729df4438ec1f62275d6136a0dd14d332fc0e8ce3f7d2aadb4dd6"},
|
||||||
|
{file = "pandas-1.2.4-cp37-cp37m-manylinux1_i686.whl", hash = "sha256:8d4c74177c26aadcfb4fd1de6c1c43c2bf822b3e0fc7a9b409eeaf84b3e92aaa"},
|
||||||
|
{file = "pandas-1.2.4-cp37-cp37m-manylinux1_x86_64.whl", hash = "sha256:b730add5267f873b3383c18cac4df2527ac4f0f0eed1c6cf37fcb437e25cf558"},
|
||||||
|
{file = "pandas-1.2.4-cp37-cp37m-win32.whl", hash = "sha256:2cb7e8f4f152f27dc93f30b5c7a98f6c748601ea65da359af734dd0cf3fa733f"},
|
||||||
|
{file = "pandas-1.2.4-cp37-cp37m-win_amd64.whl", hash = "sha256:2111c25e69fa9365ba80bbf4f959400054b2771ac5d041ed19415a8b488dc70a"},
|
||||||
|
{file = "pandas-1.2.4-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:167693a80abc8eb28051fbd184c1b7afd13ce2c727a5af47b048f1ea3afefff4"},
|
||||||
|
{file = "pandas-1.2.4-cp38-cp38-manylinux1_i686.whl", hash = "sha256:612add929bf3ba9d27b436cc8853f5acc337242d6b584203f207e364bb46cb12"},
|
||||||
|
{file = "pandas-1.2.4-cp38-cp38-manylinux1_x86_64.whl", hash = "sha256:971e2a414fce20cc5331fe791153513d076814d30a60cd7348466943e6e909e4"},
|
||||||
|
{file = "pandas-1.2.4-cp38-cp38-win32.whl", hash = "sha256:68d7baa80c74aaacbed597265ca2308f017859123231542ff8a5266d489e1858"},
|
||||||
|
{file = "pandas-1.2.4-cp38-cp38-win_amd64.whl", hash = "sha256:bd659c11a4578af740782288cac141a322057a2e36920016e0fc7b25c5a4b686"},
|
||||||
|
{file = "pandas-1.2.4-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:9db70ffa8b280bb4de83f9739d514cd0735825e79eef3a61d312420b9f16b758"},
|
||||||
|
{file = "pandas-1.2.4-cp39-cp39-manylinux1_i686.whl", hash = "sha256:298f0553fd3ba8e002c4070a723a59cdb28eda579f3e243bc2ee397773f5398b"},
|
||||||
|
{file = "pandas-1.2.4-cp39-cp39-manylinux1_x86_64.whl", hash = "sha256:52d2472acbb8a56819a87aafdb8b5b6d2b3386e15c95bde56b281882529a7ded"},
|
||||||
|
{file = "pandas-1.2.4-cp39-cp39-win32.whl", hash = "sha256:d0877407359811f7b853b548a614aacd7dea83b0c0c84620a9a643f180060950"},
|
||||||
|
{file = "pandas-1.2.4-cp39-cp39-win_amd64.whl", hash = "sha256:2b063d41803b6a19703b845609c0b700913593de067b552a8b24dd8eeb8c9895"},
|
||||||
|
{file = "pandas-1.2.4.tar.gz", hash = "sha256:649ecab692fade3cbfcf967ff936496b0cfba0af00a55dfaacd82bdda5cb2279"},
|
||||||
|
]
|
||||||
pandocfilters = [
|
pandocfilters = [
|
||||||
{file = "pandocfilters-1.4.3.tar.gz", hash = "sha256:bc63fbb50534b4b1f8ebe1860889289e8af94a23bff7445259592df25a3906eb"},
|
{file = "pandocfilters-1.4.3.tar.gz", hash = "sha256:bc63fbb50534b4b1f8ebe1860889289e8af94a23bff7445259592df25a3906eb"},
|
||||||
]
|
]
|
||||||
|
|
@ -1059,6 +1284,41 @@ pickleshare = [
|
||||||
{file = "pickleshare-0.7.5-py2.py3-none-any.whl", hash = "sha256:9649af414d74d4df115d5d718f82acb59c9d418196b7b4290ed47a12ce62df56"},
|
{file = "pickleshare-0.7.5-py2.py3-none-any.whl", hash = "sha256:9649af414d74d4df115d5d718f82acb59c9d418196b7b4290ed47a12ce62df56"},
|
||||||
{file = "pickleshare-0.7.5.tar.gz", hash = "sha256:87683d47965c1da65cdacaf31c8441d12b8044cdec9aca500cd78fc2c683afca"},
|
{file = "pickleshare-0.7.5.tar.gz", hash = "sha256:87683d47965c1da65cdacaf31c8441d12b8044cdec9aca500cd78fc2c683afca"},
|
||||||
]
|
]
|
||||||
|
pillow = [
|
||||||
|
{file = "Pillow-8.2.0-cp36-cp36m-macosx_10_10_x86_64.whl", hash = "sha256:dc38f57d8f20f06dd7c3161c59ca2c86893632623f33a42d592f097b00f720a9"},
|
||||||
|
{file = "Pillow-8.2.0-cp36-cp36m-manylinux1_i686.whl", hash = "sha256:a013cbe25d20c2e0c4e85a9daf438f85121a4d0344ddc76e33fd7e3965d9af4b"},
|
||||||
|
{file = "Pillow-8.2.0-cp36-cp36m-manylinux1_x86_64.whl", hash = "sha256:8bb1e155a74e1bfbacd84555ea62fa21c58e0b4e7e6b20e4447b8d07990ac78b"},
|
||||||
|
{file = "Pillow-8.2.0-cp36-cp36m-manylinux2014_aarch64.whl", hash = "sha256:c5236606e8570542ed424849f7852a0ff0bce2c4c8d0ba05cc202a5a9c97dee9"},
|
||||||
|
{file = "Pillow-8.2.0-cp36-cp36m-win32.whl", hash = "sha256:12e5e7471f9b637762453da74e390e56cc43e486a88289995c1f4c1dc0bfe727"},
|
||||||
|
{file = "Pillow-8.2.0-cp36-cp36m-win_amd64.whl", hash = "sha256:5afe6b237a0b81bd54b53f835a153770802f164c5570bab5e005aad693dab87f"},
|
||||||
|
{file = "Pillow-8.2.0-cp37-cp37m-macosx_10_10_x86_64.whl", hash = "sha256:cb7a09e173903541fa888ba010c345893cd9fc1b5891aaf060f6ca77b6a3722d"},
|
||||||
|
{file = "Pillow-8.2.0-cp37-cp37m-manylinux1_i686.whl", hash = "sha256:0d19d70ee7c2ba97631bae1e7d4725cdb2ecf238178096e8c82ee481e189168a"},
|
||||||
|
{file = "Pillow-8.2.0-cp37-cp37m-manylinux1_x86_64.whl", hash = "sha256:083781abd261bdabf090ad07bb69f8f5599943ddb539d64497ed021b2a67e5a9"},
|
||||||
|
{file = "Pillow-8.2.0-cp37-cp37m-manylinux2014_aarch64.whl", hash = "sha256:c6b39294464b03457f9064e98c124e09008b35a62e3189d3513e5148611c9388"},
|
||||||
|
{file = "Pillow-8.2.0-cp37-cp37m-win32.whl", hash = "sha256:01425106e4e8cee195a411f729cff2a7d61813b0b11737c12bd5991f5f14bcd5"},
|
||||||
|
{file = "Pillow-8.2.0-cp37-cp37m-win_amd64.whl", hash = "sha256:3b570f84a6161cf8865c4e08adf629441f56e32f180f7aa4ccbd2e0a5a02cba2"},
|
||||||
|
{file = "Pillow-8.2.0-cp38-cp38-macosx_10_10_x86_64.whl", hash = "sha256:031a6c88c77d08aab84fecc05c3cde8414cd6f8406f4d2b16fed1e97634cc8a4"},
|
||||||
|
{file = "Pillow-8.2.0-cp38-cp38-manylinux1_i686.whl", hash = "sha256:66cc56579fd91f517290ab02c51e3a80f581aba45fd924fcdee01fa06e635812"},
|
||||||
|
{file = "Pillow-8.2.0-cp38-cp38-manylinux1_x86_64.whl", hash = "sha256:6c32cc3145928c4305d142ebec682419a6c0a8ce9e33db900027ddca1ec39178"},
|
||||||
|
{file = "Pillow-8.2.0-cp38-cp38-manylinux2014_aarch64.whl", hash = "sha256:624b977355cde8b065f6d51b98497d6cd5fbdd4f36405f7a8790e3376125e2bb"},
|
||||||
|
{file = "Pillow-8.2.0-cp38-cp38-win32.whl", hash = "sha256:5cbf3e3b1014dddc45496e8cf38b9f099c95a326275885199f427825c6522232"},
|
||||||
|
{file = "Pillow-8.2.0-cp38-cp38-win_amd64.whl", hash = "sha256:463822e2f0d81459e113372a168f2ff59723e78528f91f0bd25680ac185cf797"},
|
||||||
|
{file = "Pillow-8.2.0-cp39-cp39-macosx_10_10_x86_64.whl", hash = "sha256:95d5ef984eff897850f3a83883363da64aae1000e79cb3c321915468e8c6add5"},
|
||||||
|
{file = "Pillow-8.2.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:b91c36492a4bbb1ee855b7d16fe51379e5f96b85692dc8210831fbb24c43e484"},
|
||||||
|
{file = "Pillow-8.2.0-cp39-cp39-manylinux1_i686.whl", hash = "sha256:d68cb92c408261f806b15923834203f024110a2e2872ecb0bd2a110f89d3c602"},
|
||||||
|
{file = "Pillow-8.2.0-cp39-cp39-manylinux1_x86_64.whl", hash = "sha256:f217c3954ce5fd88303fc0c317af55d5e0204106d86dea17eb8205700d47dec2"},
|
||||||
|
{file = "Pillow-8.2.0-cp39-cp39-manylinux2014_aarch64.whl", hash = "sha256:5b70110acb39f3aff6b74cf09bb4169b167e2660dabc304c1e25b6555fa781ef"},
|
||||||
|
{file = "Pillow-8.2.0-cp39-cp39-win32.whl", hash = "sha256:a7d5e9fad90eff8f6f6106d3b98b553a88b6f976e51fce287192a5d2d5363713"},
|
||||||
|
{file = "Pillow-8.2.0-cp39-cp39-win_amd64.whl", hash = "sha256:238c197fc275b475e87c1453b05b467d2d02c2915fdfdd4af126145ff2e4610c"},
|
||||||
|
{file = "Pillow-8.2.0-pp36-pypy36_pp73-macosx_10_10_x86_64.whl", hash = "sha256:0e04d61f0064b545b989126197930807c86bcbd4534d39168f4aa5fda39bb8f9"},
|
||||||
|
{file = "Pillow-8.2.0-pp36-pypy36_pp73-manylinux2010_i686.whl", hash = "sha256:63728564c1410d99e6d1ae8e3b810fe012bc440952168af0a2877e8ff5ab96b9"},
|
||||||
|
{file = "Pillow-8.2.0-pp36-pypy36_pp73-manylinux2010_x86_64.whl", hash = "sha256:c03c07ed32c5324939b19e36ae5f75c660c81461e312a41aea30acdd46f93a7c"},
|
||||||
|
{file = "Pillow-8.2.0-pp37-pypy37_pp73-macosx_10_10_x86_64.whl", hash = "sha256:4d98abdd6b1e3bf1a1cbb14c3895226816e666749ac040c4e2554231068c639b"},
|
||||||
|
{file = "Pillow-8.2.0-pp37-pypy37_pp73-manylinux2010_i686.whl", hash = "sha256:aac00e4bc94d1b7813fe882c28990c1bc2f9d0e1aa765a5f2b516e8a6a16a9e4"},
|
||||||
|
{file = "Pillow-8.2.0-pp37-pypy37_pp73-manylinux2010_x86_64.whl", hash = "sha256:22fd0f42ad15dfdde6c581347eaa4adb9a6fc4b865f90b23378aa7914895e120"},
|
||||||
|
{file = "Pillow-8.2.0-pp37-pypy37_pp73-win32.whl", hash = "sha256:e98eca29a05913e82177b3ba3d198b1728e164869c613d76d0de4bde6768a50e"},
|
||||||
|
{file = "Pillow-8.2.0.tar.gz", hash = "sha256:a787ab10d7bb5494e5f76536ac460741788f1fbce851068d73a87ca7c35fc3e1"},
|
||||||
|
]
|
||||||
prometheus-client = [
|
prometheus-client = [
|
||||||
{file = "prometheus_client-0.10.1-py2.py3-none-any.whl", hash = "sha256:030e4f9df5f53db2292eec37c6255957eb76168c6f974e4176c711cf91ed34aa"},
|
{file = "prometheus_client-0.10.1-py2.py3-none-any.whl", hash = "sha256:030e4f9df5f53db2292eec37c6255957eb76168c6f974e4176c711cf91ed34aa"},
|
||||||
{file = "prometheus_client-0.10.1.tar.gz", hash = "sha256:b6c5a9643e3545bcbfd9451766cbaa5d9c67e7303c7bc32c750b6fa70ecb107d"},
|
{file = "prometheus_client-0.10.1.tar.gz", hash = "sha256:b6c5a9643e3545bcbfd9451766cbaa5d9c67e7303c7bc32c750b6fa70ecb107d"},
|
||||||
|
|
@ -1155,6 +1415,62 @@ requests = [
|
||||||
{file = "requests-2.15.1-py2.py3-none-any.whl", hash = "sha256:ff753b2196cd18b1bbeddc9dcd5c864056599f7a7d9a4fb5677e723efa2b7fb9"},
|
{file = "requests-2.15.1-py2.py3-none-any.whl", hash = "sha256:ff753b2196cd18b1bbeddc9dcd5c864056599f7a7d9a4fb5677e723efa2b7fb9"},
|
||||||
{file = "requests-2.15.1.tar.gz", hash = "sha256:e5659b9315a0610505e050bb7190bf6fa2ccee1ac295f2b760ef9d8a03ebbb2e"},
|
{file = "requests-2.15.1.tar.gz", hash = "sha256:e5659b9315a0610505e050bb7190bf6fa2ccee1ac295f2b760ef9d8a03ebbb2e"},
|
||||||
]
|
]
|
||||||
|
scikit-learn = [
|
||||||
|
{file = "scikit-learn-0.24.2.tar.gz", hash = "sha256:d14701a12417930392cd3898e9646cf5670c190b933625ebe7511b1f7d7b8736"},
|
||||||
|
{file = "scikit_learn-0.24.2-cp36-cp36m-macosx_10_13_x86_64.whl", hash = "sha256:d5bf9c863ba4717b3917b5227463ee06860fc43931dc9026747de416c0a10fee"},
|
||||||
|
{file = "scikit_learn-0.24.2-cp36-cp36m-manylinux1_i686.whl", hash = "sha256:5beaeb091071625e83f5905192d8aecde65ba2f26f8b6719845bbf586f7a04a1"},
|
||||||
|
{file = "scikit_learn-0.24.2-cp36-cp36m-manylinux1_x86_64.whl", hash = "sha256:06ffdcaaf81e2a3b1b50c3ac6842cfb13df2d8b737d61f64643ed61da7389cde"},
|
||||||
|
{file = "scikit_learn-0.24.2-cp36-cp36m-manylinux2010_i686.whl", hash = "sha256:fec42690a2eb646b384eafb021c425fab48991587edb412d4db77acc358b27ce"},
|
||||||
|
{file = "scikit_learn-0.24.2-cp36-cp36m-manylinux2010_x86_64.whl", hash = "sha256:5ff3e4e4cf7592d36541edec434e09fb8ab9ba6b47608c4ffe30c9038d301897"},
|
||||||
|
{file = "scikit_learn-0.24.2-cp36-cp36m-manylinux2014_aarch64.whl", hash = "sha256:3cbd734e1aefc7c5080e6b6973fe062f97c26a1cdf1a991037ca196ce1c8f427"},
|
||||||
|
{file = "scikit_learn-0.24.2-cp36-cp36m-win32.whl", hash = "sha256:f74429a07fedb36a03c159332b914e6de757176064f9fed94b5f79ebac07d913"},
|
||||||
|
{file = "scikit_learn-0.24.2-cp36-cp36m-win_amd64.whl", hash = "sha256:dd968a174aa82f3341a615a033fa6a8169e9320cbb46130686562db132d7f1f0"},
|
||||||
|
{file = "scikit_learn-0.24.2-cp37-cp37m-macosx_10_13_x86_64.whl", hash = "sha256:49ec0b1361da328da9bb7f1a162836028e72556356adeb53342f8fae6b450d47"},
|
||||||
|
{file = "scikit_learn-0.24.2-cp37-cp37m-manylinux1_i686.whl", hash = "sha256:f18c3ed484eeeaa43a0d45dc2efb4d00fc6542ccdcfa2c45d7b635096a2ae534"},
|
||||||
|
{file = "scikit_learn-0.24.2-cp37-cp37m-manylinux1_x86_64.whl", hash = "sha256:cdf24c1b9bbeb4936456b42ac5bd32c60bb194a344951acb6bfb0cddee5439a4"},
|
||||||
|
{file = "scikit_learn-0.24.2-cp37-cp37m-manylinux2010_i686.whl", hash = "sha256:d177fe1ff47cc235942d628d41ee5b1c6930d8f009f1a451c39b5411e8d0d4cf"},
|
||||||
|
{file = "scikit_learn-0.24.2-cp37-cp37m-manylinux2010_x86_64.whl", hash = "sha256:f3ec00f023d84526381ad0c0f2cff982852d035c921bbf8ceb994f4886c00c64"},
|
||||||
|
{file = "scikit_learn-0.24.2-cp37-cp37m-manylinux2014_aarch64.whl", hash = "sha256:ae19ac105cf7ce8c205a46166992fdec88081d6e783ab6e38ecfbe45729f3c39"},
|
||||||
|
{file = "scikit_learn-0.24.2-cp37-cp37m-win32.whl", hash = "sha256:f0ed4483c258fb23150e31b91ea7d25ff8495dba108aea0b0d4206a777705350"},
|
||||||
|
{file = "scikit_learn-0.24.2-cp37-cp37m-win_amd64.whl", hash = "sha256:39b7e3b71bcb1fe46397185d6c1a5db1c441e71c23c91a31e7ad8cc3f7305f9a"},
|
||||||
|
{file = "scikit_learn-0.24.2-cp38-cp38-macosx_10_13_x86_64.whl", hash = "sha256:90a297330f608adeb4d2e9786c6fda395d3150739deb3d42a86d9a4c2d15bc1d"},
|
||||||
|
{file = "scikit_learn-0.24.2-cp38-cp38-manylinux1_i686.whl", hash = "sha256:f1d2108e770907540b5248977e4cff9ffaf0f73d0d13445ee938df06ca7579c6"},
|
||||||
|
{file = "scikit_learn-0.24.2-cp38-cp38-manylinux1_x86_64.whl", hash = "sha256:1eec963fe9ffc827442c2e9333227c4d49749a44e592f305398c1db5c1563393"},
|
||||||
|
{file = "scikit_learn-0.24.2-cp38-cp38-manylinux2010_i686.whl", hash = "sha256:2db429090b98045d71218a9ba913cc9b3fe78e0ba0b6b647d8748bc6d5a44080"},
|
||||||
|
{file = "scikit_learn-0.24.2-cp38-cp38-manylinux2010_x86_64.whl", hash = "sha256:62214d2954377fcf3f31ec867dd4e436df80121e7a32947a0b3244f58f45e455"},
|
||||||
|
{file = "scikit_learn-0.24.2-cp38-cp38-manylinux2014_aarch64.whl", hash = "sha256:8fac72b9688176922f9f54fda1ba5f7ffd28cbeb9aad282760186e8ceba9139a"},
|
||||||
|
{file = "scikit_learn-0.24.2-cp38-cp38-win32.whl", hash = "sha256:ae426e3a52842c6b6d77d00f906b6031c8c2cfdfabd6af7511bb4bc9a68d720e"},
|
||||||
|
{file = "scikit_learn-0.24.2-cp38-cp38-win_amd64.whl", hash = "sha256:038f4e9d6ef10e1f3fe82addc3a14735c299866eb10f2c77c090410904828312"},
|
||||||
|
{file = "scikit_learn-0.24.2-cp39-cp39-macosx_10_13_x86_64.whl", hash = "sha256:48f273836e19901ba2beecd919f7b352f09310ce67c762f6e53bc6b81cacf1f0"},
|
||||||
|
{file = "scikit_learn-0.24.2-cp39-cp39-manylinux1_i686.whl", hash = "sha256:a2a47449093dcf70babc930beba2ca0423cb7df2fa5fd76be5260703d67fa574"},
|
||||||
|
{file = "scikit_learn-0.24.2-cp39-cp39-manylinux1_x86_64.whl", hash = "sha256:0e71ce9c7cbc20f6f8b860107ce15114da26e8675238b4b82b7e7cd37ca0c087"},
|
||||||
|
{file = "scikit_learn-0.24.2-cp39-cp39-manylinux2010_i686.whl", hash = "sha256:2754c85b2287333f9719db7f23fb7e357f436deed512db3417a02bf6f2830aa5"},
|
||||||
|
{file = "scikit_learn-0.24.2-cp39-cp39-manylinux2010_x86_64.whl", hash = "sha256:7be1b88c23cfac46e06404582215a917017cd2edaa2e4d40abe6aaff5458f24b"},
|
||||||
|
{file = "scikit_learn-0.24.2-cp39-cp39-manylinux2014_aarch64.whl", hash = "sha256:4e6198675a6f9d333774671bd536668680eea78e2e81c0b19e57224f58d17f37"},
|
||||||
|
{file = "scikit_learn-0.24.2-cp39-cp39-win32.whl", hash = "sha256:cbdb0b3db99dd1d5f69d31b4234367d55475add31df4d84a3bd690ef017b55e2"},
|
||||||
|
{file = "scikit_learn-0.24.2-cp39-cp39-win_amd64.whl", hash = "sha256:40556bea1ef26ef54bc678d00cf138a63069144a0b5f3a436eecd8f3468b903e"},
|
||||||
|
]
|
||||||
|
scipy = [
|
||||||
|
{file = "scipy-1.6.1-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:a15a1f3fc0abff33e792d6049161b7795909b40b97c6cc2934ed54384017ab76"},
|
||||||
|
{file = "scipy-1.6.1-cp37-cp37m-manylinux1_i686.whl", hash = "sha256:e79570979ccdc3d165456dd62041d9556fb9733b86b4b6d818af7a0afc15f092"},
|
||||||
|
{file = "scipy-1.6.1-cp37-cp37m-manylinux1_x86_64.whl", hash = "sha256:a423533c55fec61456dedee7b6ee7dce0bb6bfa395424ea374d25afa262be261"},
|
||||||
|
{file = "scipy-1.6.1-cp37-cp37m-manylinux2014_aarch64.whl", hash = "sha256:33d6b7df40d197bdd3049d64e8e680227151673465e5d85723b3b8f6b15a6ced"},
|
||||||
|
{file = "scipy-1.6.1-cp37-cp37m-win32.whl", hash = "sha256:6725e3fbb47da428794f243864f2297462e9ee448297c93ed1dcbc44335feb78"},
|
||||||
|
{file = "scipy-1.6.1-cp37-cp37m-win_amd64.whl", hash = "sha256:5fa9c6530b1661f1370bcd332a1e62ca7881785cc0f80c0d559b636567fab63c"},
|
||||||
|
{file = "scipy-1.6.1-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:bd50daf727f7c195e26f27467c85ce653d41df4358a25b32434a50d8870fc519"},
|
||||||
|
{file = "scipy-1.6.1-cp38-cp38-manylinux1_i686.whl", hash = "sha256:f46dd15335e8a320b0fb4685f58b7471702234cba8bb3442b69a3e1dc329c345"},
|
||||||
|
{file = "scipy-1.6.1-cp38-cp38-manylinux1_x86_64.whl", hash = "sha256:0e5b0ccf63155d90da576edd2768b66fb276446c371b73841e3503be1d63fb5d"},
|
||||||
|
{file = "scipy-1.6.1-cp38-cp38-manylinux2014_aarch64.whl", hash = "sha256:2481efbb3740977e3c831edfd0bd9867be26387cacf24eb5e366a6a374d3d00d"},
|
||||||
|
{file = "scipy-1.6.1-cp38-cp38-win32.whl", hash = "sha256:68cb4c424112cd4be886b4d979c5497fba190714085f46b8ae67a5e4416c32b4"},
|
||||||
|
{file = "scipy-1.6.1-cp38-cp38-win_amd64.whl", hash = "sha256:5f331eeed0297232d2e6eea51b54e8278ed8bb10b099f69c44e2558c090d06bf"},
|
||||||
|
{file = "scipy-1.6.1-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:0c8a51d33556bf70367452d4d601d1742c0e806cd0194785914daf19775f0e67"},
|
||||||
|
{file = "scipy-1.6.1-cp39-cp39-manylinux1_i686.whl", hash = "sha256:83bf7c16245c15bc58ee76c5418e46ea1811edcc2e2b03041b804e46084ab627"},
|
||||||
|
{file = "scipy-1.6.1-cp39-cp39-manylinux1_x86_64.whl", hash = "sha256:794e768cc5f779736593046c9714e0f3a5940bc6dcc1dba885ad64cbfb28e9f0"},
|
||||||
|
{file = "scipy-1.6.1-cp39-cp39-manylinux2014_aarch64.whl", hash = "sha256:5da5471aed911fe7e52b86bf9ea32fb55ae93e2f0fac66c32e58897cfb02fa07"},
|
||||||
|
{file = "scipy-1.6.1-cp39-cp39-win32.whl", hash = "sha256:8e403a337749ed40af60e537cc4d4c03febddcc56cd26e774c9b1b600a70d3e4"},
|
||||||
|
{file = "scipy-1.6.1-cp39-cp39-win_amd64.whl", hash = "sha256:a5193a098ae9f29af283dcf0041f762601faf2e595c0db1da929875b7570353f"},
|
||||||
|
{file = "scipy-1.6.1.tar.gz", hash = "sha256:c4fceb864890b6168e79b0e714c585dbe2fd4222768ee90bc1aa0f8218691b11"},
|
||||||
|
]
|
||||||
send2trash = [
|
send2trash = [
|
||||||
{file = "Send2Trash-1.5.0-py3-none-any.whl", hash = "sha256:f1691922577b6fa12821234aeb57599d887c4900b9ca537948d2dac34aea888b"},
|
{file = "Send2Trash-1.5.0-py3-none-any.whl", hash = "sha256:f1691922577b6fa12821234aeb57599d887c4900b9ca537948d2dac34aea888b"},
|
||||||
{file = "Send2Trash-1.5.0.tar.gz", hash = "sha256:60001cc07d707fe247c94f74ca6ac0d3255aabcb930529690897ca2a39db28b2"},
|
{file = "Send2Trash-1.5.0.tar.gz", hash = "sha256:60001cc07d707fe247c94f74ca6ac0d3255aabcb930529690897ca2a39db28b2"},
|
||||||
|
|
@ -1175,6 +1491,10 @@ testpath = [
|
||||||
{file = "testpath-0.5.0-py3-none-any.whl", hash = "sha256:8044f9a0bab6567fc644a3593164e872543bb44225b0e24846e2c89237937589"},
|
{file = "testpath-0.5.0-py3-none-any.whl", hash = "sha256:8044f9a0bab6567fc644a3593164e872543bb44225b0e24846e2c89237937589"},
|
||||||
{file = "testpath-0.5.0.tar.gz", hash = "sha256:1acf7a0bcd3004ae8357409fc33751e16d37ccc650921da1094a86581ad1e417"},
|
{file = "testpath-0.5.0.tar.gz", hash = "sha256:1acf7a0bcd3004ae8357409fc33751e16d37ccc650921da1094a86581ad1e417"},
|
||||||
]
|
]
|
||||||
|
threadpoolctl = [
|
||||||
|
{file = "threadpoolctl-2.1.0-py3-none-any.whl", hash = "sha256:38b74ca20ff3bb42caca8b00055111d74159ee95c4370882bbff2b93d24da725"},
|
||||||
|
{file = "threadpoolctl-2.1.0.tar.gz", hash = "sha256:ddc57c96a38beb63db45d6c159b5ab07b6bced12c45a1f07b2b92f272aebfa6b"},
|
||||||
|
]
|
||||||
tornado = [
|
tornado = [
|
||||||
{file = "tornado-6.1-cp35-cp35m-macosx_10_9_x86_64.whl", hash = "sha256:d371e811d6b156d82aa5f9a4e08b58debf97c302a35714f6f45e35139c332e32"},
|
{file = "tornado-6.1-cp35-cp35m-macosx_10_9_x86_64.whl", hash = "sha256:d371e811d6b156d82aa5f9a4e08b58debf97c302a35714f6f45e35139c332e32"},
|
||||||
{file = "tornado-6.1-cp35-cp35m-manylinux1_i686.whl", hash = "sha256:0d321a39c36e5f2c4ff12b4ed58d41390460f798422c4504e09eb5678e09998c"},
|
{file = "tornado-6.1-cp35-cp35m-manylinux1_i686.whl", hash = "sha256:0d321a39c36e5f2c4ff12b4ed58d41390460f798422c4504e09eb5678e09998c"},
|
||||||
|
|
|
||||||
|
|
@ -28,5 +28,9 @@ repository = "https://github.com/webartifex/intro-to-data-science"
|
||||||
[tool.poetry.dependencies]
|
[tool.poetry.dependencies]
|
||||||
python = "^3.8"
|
python = "^3.8"
|
||||||
jupyterlab = "^3.0.16"
|
jupyterlab = "^3.0.16"
|
||||||
|
matplotlib = "^3.4.2"
|
||||||
|
numpy = "^1.20.3"
|
||||||
|
pandas = "^1.2.4"
|
||||||
|
scikit-learn = "^0.24.2"
|
||||||
|
|
||||||
[tool.poetry.dev-dependencies]
|
[tool.poetry.dev-dependencies]
|
||||||
|
|
|
||||||
BIN
static/3_types_of_machine_learning.png
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static/3_types_of_machine_learning.png
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|
After Width: | Height: | Size: 33 KiB |
BIN
static/classification_vs_regression.png
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static/classification_vs_regression.png
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|
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BIN
static/examples.png
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static/examples.png
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|
After Width: | Height: | Size: 344 KiB |
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static/generalization.png
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static/generalization.png
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|
After Width: | Height: | Size: 32 KiB |
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static/iris.png
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static/iris.png
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|
After Width: | Height: | Size: 21 KiB |
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static/iris_data.png
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static/iris_data.png
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|
After Width: | Height: | Size: 497 KiB |
BIN
static/knn.png
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static/knn.png
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|
After Width: | Height: | Size: 76 KiB |
BIN
static/python_ml_book.png
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static/python_ml_book.png
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|
After Width: | Height: | Size: 113 KiB |
BIN
static/r_ml_book.png
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BIN
static/r_ml_book.png
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|
After Width: | Height: | Size: 76 KiB |
BIN
static/spam.png
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BIN
static/spam.png
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|
After Width: | Height: | Size: 96 KiB |
BIN
static/what_is_machine_learning.png
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BIN
static/what_is_machine_learning.png
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|
After Width: | Height: | Size: 73 KiB |
Loading…
Reference in a new issue