pip install pymc3==3.11.4

Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Theano

Source
Among top 1% packages on PyPI.
Over 834.2K downloads in the last 90 days.

Commonly used with pymc3

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

zarr

An implementation of chunked, compressed, N-dimensional arrays for Python.

mne

MNE python project for MEG and EEG data analysis.

nbdime

Diff and merge of Jupyter Notebooks

imbalanced-learn

Toolbox for imbalanced dataset in machine learning.

scikit-optimize

Sequential model-based optimization toolbox.

statsmodels

Statistical computations and models for Python

ipyleaflet

A Jupyter widget for dynamic Leaflet maps

sklearn-pandas

Pandas integration with sklearn

hdbscan

Clustering based on density with variable density clusters

ggplot

ggplot for python

keras-vis

Neural Network visualization toolkit for keras

missingno

Missing data visualization module for Python.

gmaps

Google maps plugin for Jupyter notebooks

holoviews

Stop plotting your data - annotate your data and let it visualize itself.

annoy

Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk.

pandas-profiling

Generate profile report for pandas DataFrame

allensdk

core libraries for the allensdk.

astroML

tools for machine learning and data mining in Astronomy

exoplanet

Fast and scalable MCMC for all your exoplanet needs

Version usage of pymc3

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

3.11.4

49.09%

3.11.2

14.75%

3.9.3

9.62%

3.10.0

8.13%

3.7

5.52%

3.6

3.26%

3.8

2.41%

3.11.3

1.76%

3.9.2

1.56%