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adaptivexgboostclassifier

Implementation of the Adaptive XGBoost classifier for evolving data streams

anchor-experiments

Experiments for AAAI anchor paper

bulma-templates

free flexbox templates built with the bulma css framework

cbas

Code for the ICML 2019 paper 'Conditioning by adaptive sampling for robust design'

cello

Genetic circuit design automation

d3_in_action_2

Examples for D3.js in Action 2nd Edition (D3v4)

flexs

Fitness landscape exploration sandbox for biological sequence design.

kl-divergence-estimators

Testing methods for estimating KL-divergence from samples.

lending-club-loan-analysis

Lending Club Historical Loan Analysis and Modeling

lime

Lime: Explaining the predictions of any machine learning classifier

locality-interpretable-surrogate

Repository of the paper "Defining Locality for Surrogates in Post-hoc Interpretablity" published at 2018 ICML Workshop on Human Interpretability in Machine Learning (WHI 2018)

machine-learning-for-proteins

Listing of papers about machine learning for proteins.

mlflow-tracking

MLFLow Tracking Server containerized

optml_course

EPFL Course - Optimization for Machine Learning - CS-439

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

shap

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

skater

Python Library for Model Interpretation/Explanations

telcochurn-demo

venmo-data

Venmo trasaction dataset for data analysis/visualization/anything

xai_resources

Interesting resources related to XAI (Explainable Artificial Intelligence)