DataOmbudsman

shap

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

awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

pybind11

Seamless operability between C++11 and Python

flair

A very simple framework for state-of-the-art Natural Language Processing (NLP)

FreeTube

An Open Source YouTube app for privacy

OpenRefine

OpenRefine is a free, open source power tool for working with messy data and improving it

user.js

Firefox privacy, security and anti-tracking: a comprehensive user.js template for configuration and hardening

snorkel

A system for quickly generating training data with weak supervision

fawkes

Fawkes, privacy preserving tool against facial recognition systems. More info at https://sandlab.cs.uchicago.edu/fawkes

Production-Level-Deep-Learning

A guideline for building practical production-level deep learning systems to be deployed in real world applications.

pandera

A light-weight, flexible, and expressive statistical data testing library

texthero

Text preprocessing, representation and visualization from zero to hero.

hiplot

HiPlot makes understanding high dimensional data easy

dataprep

Open-source low code data preparation library in python. Collect, clean and visualization your data in python with a few lines of code.

lets-plot

Multiplatform plotting library based on the Grammar of Graphics

CanvasBlocker

A Firefox extension to protect from being fingerprinted.

ipyvizzu

Build animated charts in Jupyter Notebook and similar environments with a simple Python syntax.

pynndescent

A Python nearest neighbor descent for approximate nearest neighbors

deploying-machine-learning-models

Code for the online course "Deployment of Machine Learning Models"

pdpipe

Easy pipelines for pandas DataFrames.

Neat-URL

Neat URL cleans URLs, removing parameters such as Google Analytics' utm parameters.

webextension-skip-redirect

Some web pages use intermediary pages before redirecting to a final page. This add-on tries to extract the final url from the intermediary url and goes there straight away if successful.

ipyplot

IPyPlot is a small python package offering fast and efficient plotting of images inside Python Notebooks. It's using IPython with HTML for faster, richer and more interactive way of displaying big numbers of images.

clustering-benchmark

metriculous

Measure and visualize machine learning model performance without the usual boilerplate.

incdbscan

Implementation of IncrementalDBSCAN clustering.

email-providers

List of free email provider

S3M

S3M: Siamese Stack (Trace) Similarity Measure

scikit-ext

Various scikit-learn extensions

country-graph