wnstlr Goto Github PK

.vim

vim config files

acer

Actor-critic with experience replay

actormimic

Train an RL agent to play multiple Atari games at once

anchor-experiments

Experiments for AAAI anchor paper

banditsbook

Code for my book on Multi-Armed Bandit Algorithms

bugguide_crawl

crawler for bugguide.net

contrastive-explanation-method

Codes for reproducing the contrastive explanation in “Explanations based on the Missing: Towards Contrastive Explanations with Pertinent Negatives”

document-matching

dqn-hfo

fact

Code release for FACT: A Diagnostic for Group Fairness Trade-offs (ICML 2020)

fair-classification

Python code for training fair logistic regression classifiers.

fairness-comparison

Comparing fairness-aware machine learning techniques.

fma

FMA: A Dataset For Music Analysis

glow

Code for reproducing results in "Glow: Generative Flow with Invertible 1x1 Convolutions"

gym-soccer

imitation

influence-release

infogan

innvestigate

A toolbox to iNNvestigate neural networks' predictions!

laftr

Learning Adversarially Fair and Transferable Representations

libact

Pool-based active learning in Python

librosa

Python library for audio and music analysis

ligo

backup for the project

lime

Lime: Explaining the predictions of any machine learning classifier

lime-experiments

Code for all experiments.

lnets

ml-fairness-gym

nips2017

The code related to my nips puplication: Deep Learning with Topological Signatures

pgm-spring-2019

Course webpage for PGM, Spring 2019.

pointnet

PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation