pip install eli5==0.11.0

Debug machine learning classifiers and explain their predictions

Source
Among top 1000 packages on PyPI.
Over 3.3M downloads in the last 90 days.

Commonly used with eli5

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

knowledge-repo

A workflow for contributing company knowledge, in the form of RMarkdowns, iPythons, and Markdowns, rendered and organized to magnify research impact across teams and time

umap-learn

Uniform Manifold Approximation and Projection

lsanomaly

Least squares anomaly detection.

ipython-autotime

Time everything in IPython

pygoose

Utility tool belt for Kaggle competitions and other Data Science experiments

pyvistaqt

pyvista qt plotter

ipycache

Defines a %%cache cell magic in the IPython notebook to cache results of long-lasting computations in a persistentpickle file.

gapi

Simple utilties to explore the Gnip search API

catboost

Catboost Python Package

cooltools

Analysis tools for genomic interaction data stored in .cool format

vecstack

Python package for stacking (machine learning technique)

sklearn-deap

Use evolutionary algorithms instead of gridsearch in scikit-learn.

pyhht

None

tftb

Python module for time-frequency analysis.

LiPD

LiPD utilities to process, convert, and analyze data.

polyaxon

Command Line Interface (CLI) and client to interact with Polyaxon API.

chinese-whispers

An implementation of the Chinese Whispers clustering algorithm.

sinfo

sinfo outputs version information for modules loaded in the current session, Python, and the OS.

hsluv

Human-friendly HSL

Version usage of eli5

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

0.11.0

90.19%

0.10.1

4.50%

0.8.1

2.47%

0.8

2.08%