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active_subspaces

adversarial-robustness-toolbox

Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams

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.

bias-in-ai-beyond-binary-course

bias-in-ai-course

deep_learning_explorations

Codes and experiments while learning and exploring deep learning for personal curiosity by doing online courses, personal projects and work.

deeprec

An Open-source Toolkit for Deep Learning based Recommendation with Tensorflow.

finrl

FinRL: Financial Reinforcement Learning.

fraud-detection-handbook

Reproducible Machine Learning for Credit Card Fraud Detection - Practical Handbook

handson-ml2

keras

Deep Learning for humans

ml-papers-of-the-week

🔥Highlighting the top ML papers every week.

operationalising-ethics-in-ai-course

opttest

Classical test functions for optimization

py-orthpol

pymanopt

Python toolbox for optimization on manifolds with support for automatic differentiation

pymc

Bayesian Modeling in Python

pyspark-tutorial

PySpark Code for Hands-on Learners

python-scraping

Code samples from the book Web Scraping with Python http://shop.oreilly.com/product/0636920034391.do

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

rse-course

Materials for The Alan Turing Institute's Research Software Engineering course

scikit-learn

scikit-learn: machine learning in Python

statdist

Python package for computing distances (i.e. metrics and divergences) for statistical and machine learning applications

statshypo

Comprehensive collection of methods for statistical hypothesis testing on sample data in Python

tcpdbench

The Turing Change Point Detection Benchmark: An Extensive Benchmark Evaluation of Change Point Detection Algorithms on real-world data

tensorflow

An Open Source Machine Learning Framework for Everyone

uqfem

code for NHERI SimCenter uqFEm application. A desktop application to add UQ and Optimization routines to FEM applications.

us-potus-model

Code for a dynamic multilevel Bayesian model to predict US presidential elections. Written in R and Stan.