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aif360

A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

create-your-own-adventure

cs253-web-app-eng

CS253 Web Application Engineering Udacity Course (Steve Huffman)

debias-ml

A practical, explainable and effective method for reducing bias in machine learning algorithms.

deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

fairness-in-ml

This repository contains the full code for the "Towards fairness in machine learning with adversarial networks" blog post.

fp101x-haskell

Introduction to Functional Programming EdX course (Erik Meijer)

glove

GloVe model for distributed word representation

leenamurgai.github.io

mitigatingbias.ml

Mitigating Bias in Machine Learning: Online book repository

ml-class

Stanford's 2011 Machine Learning Class (Andrew Ng)

ml-nanodegree

Machine Learning Udacity Nanodegree program

natural-language-processing

Resources for "Natural Language Processing" Coursera course.

pandoc

Universal markup converter

pandoc-conversion

First three chapters of Mitigating Bias in Machine Learning (MBML)

playground

Python, machine learning and all that

progfun-scala

Functional Programming Principles in Scala Coursera Course (Martin Odersky)

recipes

stanford-cs-229-machine-learning

VIP cheatsheets for Stanford's CS 229 Machine Learning

stanford-cs-230-deep-learning

VIP cheatsheets for Stanford's CS 230 Deep Learning

ud170-intro-to-data-analysis

UD170 Introduction to Data Analysis Udacity Course (Caroline Buckey)

ud188-intro-to-deep-learning-with-pytorch

UD188 Intro to Deep Learning with PyTorch Udacity Course

ud513-data-struct-algos-python

UD513 Data Structures and Algorithms in Python Udacity Course (Brynn Claypoole)

ud730-deep-learning

UD730 Deep Learning Udacity Course (Vincent Vanhoucke)

ud775-git-and-github

UD775 How to Use Git and GitHub Udacity Course (Caroline Buckey and Sarah Spikes)

unbuch

Compile markdown into an html and pdf book based on pandoc.