lukereding

face_recognition

The world's simplest facial recognition api for Python and the command line

black

The uncompromising Python code formatter

shap

A game theoretic approach to explain the output of any machine learning model.

loguru

Python logging made (stupidly) simple

ydata-profiling

1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.

FastPhotoStyle

Style transfer, deep learning, feature transform

caire

Content aware image resize library

scientific-visualization-book

An open access book on scientific visualization using python and matplotlib

modin

Modin: Scale your Pandas workflows by changing a single line of code

imbalanced-learn

A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning

gocv

Go package for computer vision using OpenCV 4 and beyond. Includes support for DNN, CUDA, and OpenCV Contrib.

interpretable-ml-book

Book about interpretable machine learning

plotnine

A Grammar of Graphics for Python

patchwork

The Composer of ggplots

stats337

Readings in applied data science

awesome-interpretable-machine-learning

anchor

Code for "High-Precision Model-Agnostic Explanations" paper

interpretable_machine_learning_with_python

Examples of techniques for training interpretable ML models, explaining ML models, and debugging ML models for accuracy, discrimination, and security.

fuzzyjoin

Join tables together on inexact matching

engarde

A library for defensive data analysis.

sklearn-expertsys

Highly interpretable classifiers for scikit learn, producing easily understood decision rules instead of black box models

mli-resources

H2O.ai Machine Learning Interpretability Resources

yardstick

Tidy methods for measuring model performance

impyute

Data imputations library to preprocess datasets with missing data

zeallot

Variable assignment with zeal! (or multiple, unpacking, and destructuring assignment in R)

xdoctest

A rewrite of Python's builtin doctest module (with pytest plugin integration) with AST instead of REGEX.

tabplot

R package for tableplot visualisation

shades

Simple colour manipulation in R

MixRF

A random-forest-based approach for imputing clustered incomplete data

quickpalette

🏃‍♀️🎨 R package for quick extraction of color palettes from text and images