Data Analytics Lab at Rice University (datamllab)

Data Analytics Lab at Rice University

datamllab

Geek Repo

We develop automated and interpretable machine learning algorithms/systems with understanding of their theoretical properties.

Location:United States of America

Home Page:https://cs.rice.edu/~xh37/index.html

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Data Analytics Lab at Rice University's repositories

rlcard

Reinforcement Learning / AI Bots in Card (Poker) Games - Blackjack, Leduc, Texas, DouDizhu, Mahjong, UNO.

Language:PythonLicense:MITStargazers:2794Issues:73Issues:197

tods

TODS: An Automated Time-series Outlier Detection System

Language:PythonLicense:Apache-2.0Stargazers:1365Issues:28Issues:88

awesome-game-ai

Awesome Game AI materials of Multi-Agent Reinforcement Learning

License:MITStargazers:731Issues:36Issues:0

LongLM

[ICML'24 Spotlight] LLM Maybe LongLM: Self-Extend LLM Context Window Without Tuning

Language:PythonLicense:MITStargazers:561Issues:10Issues:33

awesome-deepfakes-materials

A curated list of awesome Deepfakes materials

License:MITStargazers:397Issues:15Issues:0

rlcard-showdown

Leaderboard and Visualization for RLCard

autovideo

AutoVideo: An Automated Video Action Recognition System

Language:PythonLicense:MITStargazers:315Issues:15Issues:15

awesome-fairness-in-ai

A curated list of awesome Fairness in AI resources

pyodds

An End-to-end Outlier Detection System

Language:PythonLicense:MITStargazers:248Issues:14Issues:6

automl-in-action-notebooks

Jupyter notebooks for the code samples of the book "Automated Machine Learning in Action"

Language:Jupyter NotebookLicense:MITStargazers:85Issues:7Issues:1

rlcard-tutorial

Python and R tutorial for RLCard in Jupyter Notebook

Language:Jupyter NotebookStargazers:77Issues:7Issues:1

BED_main

BED: A Real-Time Object Detection System for Edge Devices

Language:Jupyter NotebookLicense:MITStargazers:42Issues:4Issues:3

pyten

Python Package for Tensor Completion Algorithms

Language:PythonLicense:GPL-2.0Stargazers:32Issues:3Issues:1

autokaggle

Automated Machine Learning (AutoML) for Kaggle Competition

autokeras-algorithm

Some other AutoML algorithms as baselines.

Language:CStargazers:3Issues:4Issues:0

XAI_TAMU

Hosted for DARPA XAI Project

Language:CSSStargazers:1Issues:4Issues:0