A collection of notebooks on applied machine learning modeling, machine learning engineering and operations.❚
Entry point: Applied Machine Learning with Python website
The name of this collection comes from the following study:
# Name Version Build Channel
alabaster 0.7.12 pyhd3eb1b0_0
anyio 3.6.1 pypi_0 pypi
appnope 0.1.3 pypi_0 pypi
argon2-cffi 21.3.0 pypi_0 pypi
argon2-cffi-bindings 21.2.0 pypi_0 pypi
asttokens 2.0.8 pypi_0 pypi
attrs 21.4.0 pypi_0 pypi
babel 2.9.1 pyhd3eb1b0_0
backcall 0.2.0 pypi_0 pypi
beautifulsoup4 4.11.1 pypi_0 pypi
blas 1.0 mkl
bleach 5.0.1 pypi_0 pypi
bottleneck 1.3.5 py38h67323c0_0
brotli 1.0.9 hca72f7f_7
brotli-bin 1.0.9 hca72f7f_7
brotlipy 0.7.0 py38h9ed2024_1003
ca-certificates 2022.07.19 hecd8cb5_0
certifi 2022.9.14 py38hecd8cb5_0
cffi 1.15.1 py38hc55c11b_0
charset-normalizer 2.0.4 pyhd3eb1b0_0
click 8.1.3 pypi_0 pypi
colorama 0.4.5 py38hecd8cb5_0
cryptography 37.0.1 py38hf6deb26_0
cycler 0.11.0 pyhd3eb1b0_0
debugpy 1.6.3 pypi_0 pypi
decorator 5.1.1 pypi_0 pypi
defusedxml 0.7.1 pypi_0 pypi
docutils 0.17.1 pypi_0 pypi
entrypoints 0.4 pypi_0 pypi
executing 1.0.0 pypi_0 pypi
fastjsonschema 2.16.2 pypi_0 pypi
fonttools 4.25.0 pyhd3eb1b0_0
freetype 2.11.0 hd8bbffd_0
ghp-import 2.1.0 pypi_0 pypi
giflib 5.2.1 haf1e3a3_0
gitdb 4.0.9 pypi_0 pypi
gitpython 3.1.27 pypi_0 pypi
greenlet 1.1.3 pypi_0 pypi
idna 3.3 pyhd3eb1b0_0
imagesize 1.4.1 py38hecd8cb5_0
importlib-metadata 4.11.3 py38hecd8cb5_0
importlib-resources 5.9.0 pypi_0 pypi
intel-openmp 2021.4.0 hecd8cb5_3538
ipykernel 6.15.3 pypi_0 pypi
ipython 8.5.0 pypi_0 pypi
ipython-genutils 0.2.0 pypi_0 pypi
ipywidgets 7.7.2 pypi_0 pypi
jedi 0.18.1 pypi_0 pypi
jinja2 3.0.3 pyhd3eb1b0_0
jpeg 9e hca72f7f_0
jsonschema 3.2.0 pypi_0 pypi
jupyter-book 0.13.1 pypi_0 pypi
jupyter-cache 0.4.3 pypi_0 pypi
jupyter-client 7.3.5 pypi_0 pypi
jupyter-core 4.11.1 pypi_0 pypi
jupyter-server 1.18.1 pypi_0 pypi
jupyter-server-mathjax 0.2.6 pypi_0 pypi
jupyter-sphinx 0.3.2 pypi_0 pypi
jupyterlab-pygments 0.2.2 pypi_0 pypi
jupyterlab-widgets 1.1.1 pypi_0 pypi
kiwisolver 1.4.2 py38he9d5cce_0
latexcodec 2.0.1 pypi_0 pypi
lcms2 2.12 hf1fd2bf_0
lerc 3.0 he9d5cce_0
libbrotlicommon 1.0.9 hca72f7f_7
libbrotlidec 1.0.9 hca72f7f_7
libbrotlienc 1.0.9 hca72f7f_7
libcxx 14.0.6 h9765a3e_0
libdeflate 1.8 h9ed2024_5
libffi 3.3 hb1e8313_2
libpng 1.6.37 ha441bb4_0
libtiff 4.4.0 h2ef1027_0
libwebp 1.2.2 h56c3ce4_0
libwebp-base 1.2.2 hca72f7f_0
linkify-it-py 1.0.3 pypi_0 pypi
llvmlite 0.39.1 pypi_0 pypi
lxml 4.9.1 pypi_0 pypi
lz4-c 1.9.3 h23ab428_1
markdown-it-py 1.1.0 pypi_0 pypi
markupsafe 2.1.1 py38hca72f7f_0
matplotlib 3.5.2 py38hecd8cb5_0
matplotlib-base 3.5.2 py38hfb0c5b7_0
matplotlib-inline 0.1.6 pypi_0 pypi
mdit-py-plugins 0.2.8 pypi_0 pypi
mistune 0.8.4 pypi_0 pypi
mkl 2021.4.0 hecd8cb5_637
mkl-service 2.4.0 py38h9ed2024_0
mkl_fft 1.3.1 py38h4ab4a9b_0
mkl_random 1.2.2 py38hb2f4e1b_0
mpmath 1.2.1 pypi_0 pypi
munkres 1.1.4 py_0
myst-nb 0.13.2 pypi_0 pypi
myst-parser 0.15.2 pypi_0 pypi
nbclient 0.5.13 pypi_0 pypi
nbconvert 6.5.3 pypi_0 pypi
nbdime 3.1.1 pypi_0 pypi
nbformat 5.6.0 pypi_0 pypi
ncurses 6.3 hca72f7f_3
nest-asyncio 1.5.5 pypi_0 pypi
notebook 6.4.12 pypi_0 pypi
numba 0.56.2 pypi_0 pypi
numexpr 2.8.3 py38h2e5f0a9_0
numpy 1.23.1 py38h2e5f0a9_0
numpy-base 1.23.1 py38h3b1a694_0
openssl 1.1.1q hca72f7f_0
packaging 21.3 pyhd3eb1b0_0
pandas 1.4.4 py38he9d5cce_0
pandocfilters 1.5.0 pypi_0 pypi
parso 0.8.3 pypi_0 pypi
pexpect 4.8.0 pypi_0 pypi
pickleshare 0.7.5 pypi_0 pypi
pillow 9.2.0 py38hde71d04_1
pip 22.1.2 py38hecd8cb5_0
prometheus-client 0.14.1 pypi_0 pypi
prompt-toolkit 3.0.31 pypi_0 pypi
psutil 5.9.2 pypi_0 pypi
ptyprocess 0.7.0 pypi_0 pypi
pure-eval 0.2.2 pypi_0 pypi
pybtex 0.24.0 pypi_0 pypi
pybtex-docutils 1.0.2 pypi_0 pypi
pycparser 2.21 pyhd3eb1b0_0
pydata-sphinx-theme 0.8.1 pypi_0 pypi
pygments 2.11.2 pyhd3eb1b0_0
pyopenssl 22.0.0 pyhd3eb1b0_0
pyparsing 3.0.9 py38hecd8cb5_0
pyrsistent 0.18.1 pypi_0 pypi
pysocks 1.7.1 py38_1
python 3.8.13 hdfd78df_0
python-dateutil 2.8.2 pyhd3eb1b0_0
pytz 2022.1 py38hecd8cb5_0
pyyaml 6.0 pypi_0 pypi
pyzmq 24.0.1 pypi_0 pypi
quantecon 0.5.3 pypi_0 pypi
readline 8.1.2 hca72f7f_1
requests 2.28.1 py38hecd8cb5_0
scipy 1.9.1 pypi_0 pypi
send2trash 1.8.0 pypi_0 pypi
setuptools 59.8.0 pypi_0 pypi
six 1.16.0 pyhd3eb1b0_1
smmap 5.0.0 pypi_0 pypi
sniffio 1.3.0 pypi_0 pypi
snowballstemmer 2.2.0 pyhd3eb1b0_0
soupsieve 2.3.2.post1 pypi_0 pypi
sphinx 4.5.0 pypi_0 pypi
sphinx-book-theme 0.3.3 pypi_0 pypi
sphinx-comments 0.0.3 pypi_0 pypi
sphinx-copybutton 0.5.0 pypi_0 pypi
sphinx-design 0.1.0 pypi_0 pypi
sphinx-external-toc 0.2.4 pypi_0 pypi
sphinx-jupyterbook-latex 0.4.7 pypi_0 pypi
sphinx-multitoc-numbering 0.1.3 pypi_0 pypi
sphinx-thebe 0.1.2 pypi_0 pypi
sphinx-togglebutton 0.3.2 pypi_0 pypi
sphinxcontrib-applehelp 1.0.2 pyhd3eb1b0_0
sphinxcontrib-bibtex 2.5.0 pypi_0 pypi
sphinxcontrib-devhelp 1.0.2 pyhd3eb1b0_0
sphinxcontrib-htmlhelp 2.0.0 pyhd3eb1b0_0
sphinxcontrib-jsmath 1.0.1 pyhd3eb1b0_0
sphinxcontrib-qthelp 1.0.3 pyhd3eb1b0_0
sphinxcontrib-serializinghtml 1.1.5 pyhd3eb1b0_0
sqlalchemy 1.4.41 pypi_0 pypi
sqlite 3.39.2 h707629a_0
stack-data 0.5.0 pypi_0 pypi
sympy 1.11.1 pypi_0 pypi
terminado 0.15.0 pypi_0 pypi
tinycss2 1.1.1 pypi_0 pypi
tk 8.6.12 h5d9f67b_0
tornado 6.2 py38hca72f7f_0
traitlets 5.4.0 pypi_0 pypi
uc-micro-py 1.0.1 pypi_0 pypi
urllib3 1.26.11 py38hecd8cb5_0
wcwidth 0.2.5 pypi_0 pypi
webencodings 0.5.1 pypi_0 pypi
websocket-client 1.4.1 pypi_0 pypi
wheel 0.37.1 pyhd3eb1b0_0
widgetsnbextension 3.6.1 pypi_0 pypi
xz 5.2.5 hca72f7f_1
zipp 3.8.0 py38hecd8cb5_0
zlib 1.2.12 h4dc903c_3
zstd 1.5.2 hcb37349_0