Chun-Hao (Kingsley) Chang's starred repositories

DeDRM_tools

DeDRM tools for ebooks

jupyter-themes

Custom Jupyter Notebook Themes

gdrive

Google Drive CLI Client

pyod

A Python Library for Outlier and Anomaly Detection, Integrating Classical and Deep Learning Techniques

Language:PythonLicense:BSD-2-ClauseStargazers:8314Issues:144Issues:333

anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

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PyTorch-VAE

A Collection of Variational Autoencoders (VAE) in PyTorch.

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foolbox

A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX

Language:PythonLicense:MITStargazers:2695Issues:45Issues:371

awesome-healthcare

Curated list of awesome open source healthcare software, libraries, tools and resources.

rlpyt

Reinforcement Learning in PyTorch

Language:PythonLicense:MITStargazers:2210Issues:52Issues:169

advertorch

A Toolbox for Adversarial Robustness Research

Language:Jupyter NotebookLicense:LGPL-3.0Stargazers:1285Issues:27Issues:58

imitation

Clean PyTorch implementations of imitation and reward learning algorithms

Language:PythonLicense:MITStargazers:1224Issues:18Issues:339

Inverse-Reinforcement-Learning

Implementations of selected inverse reinforcement learning algorithms.

Language:PythonLicense:MITStargazers:961Issues:36Issues:16

pyGAM

[HELP REQUESTED] Generalized Additive Models in Python

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irl-imitation

Implementation of Inverse Reinforcement Learning (IRL) algorithms in Python/Tensorflow. Deep MaxEnt, MaxEnt, LPIRL

wilds

A machine learning benchmark of in-the-wild distribution shifts, with data loaders, evaluators, and default models.

Language:PythonLicense:MITStargazers:544Issues:20Issues:52

node

Neural Oblivious Decision Ensembles for Deep Learning on Tabular Data

Language:Jupyter NotebookLicense:MITStargazers:474Issues:15Issues:1

roc-star

Loss function which directly targets ROC-AUC

proxTV

Matlab and Python toolbox for fast Total Variation proximity operators

Language:C++License:NOASSERTIONStargazers:217Issues:14Issues:33

gail-airl-ppo.pytorch

PyTorch implementation of GAIL and AIRL based on PPO.

Language:PythonLicense:MITStargazers:164Issues:3Issues:12

CompBioDatasetsForMachineLearning

A Curated List of Computational Biology Datasets Suitable for Machine Learning

flightplan

Search for award inventory using Node.js and Headless Chrome!

Language:HTMLLicense:Apache-2.0Stargazers:141Issues:10Issues:51

arxiv2notion

Chrome extension for clipping arXiv articles to Notion.

Language:JavaScriptLicense:MITStargazers:96Issues:3Issues:9

GOAD

Official implementation of "Classification-Based Anomaly Detection for General Data" by Liron Bergman and Yedid Hoshen, ICLR 2020.

Language:PythonLicense:NOASSERTIONStargazers:87Issues:5Issues:5
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PyMTL

PyMTL (Python library for Multi-task learning) is a Python module implementing a Multi-task learning framework built on top of scikit-learn, SciPy and NumPy.

gfl

A fast and flexible algorithm for solving the graph-fused lasso

Language:CLicense:LGPL-3.0Stargazers:24Issues:2Issues:7

gflsegpy

gflsegpy: A Python 3 implementation of the group fused Lasso for multiple change-point detection (Bleakley and Vert, 2011)

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GAT-MNIST

GAT: Generative Adversarial Training for Adversarial Example Detection and Robust Classification

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