astroML | Python Package Wiki

Based on how often these packages appear together in public requirements.txt files on GitHub.

ipyleaflet	A Jupyter widget for dynamic Leaflet maps
pymc3	Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Theano
scikit-fuzzy	Fuzzy logic toolkit for SciPy
holoviews	Stop plotting your data - annotate your data and let it visualize itself.
nbdime	Diff and merge of Jupyter Notebooks
jupyterlab	The JupyterLab notebook server extension.
jupyter-contrib-nbextensions	A collection of Jupyter nbextensions.
zarr	An implementation of chunked, compressed, N-dimensional arrays for Python.
scikit-optimize	Sequential model-based optimization toolbox.
hyperopt	Distributed Asynchronous Hyperparameter Optimization
graphviz	Simple Python interface for Graphviz
kaggle-cli	An unofficial Kaggle command line tool.
allensdk	core libraries for the allensdk.
pyflux	PyFlux: A time-series analysis library for Python
imbalanced-learn	Toolbox for imbalanced dataset in machine learning.
oct2py	Python to GNU Octave bridge --> run m-files from python.
pygoose	Utility tool belt for Kaggle competitions and other Data Science experiments
bqplot	Interactive plotting for the Jupyter notebook, using d3.js and ipywidgets.
joblib	Lightweight pipelining: using Python functions as pipeline jobs.

Proportion of downloaded versions in the last 3 months (only versions over 1%).

pip install astroML==1.0a1