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CeyaoZhang's Projects

ace icon ace

Python package for performing the Alternating Conditional Expectation (ACE) regression

awesome-meta-learning icon awesome-meta-learning

A curated list of Meta Learning papers, code, books, blogs, videos, datasets and other resources.

bida-m icon bida-m

Bi-level Optimization Data-Adaptive M-estimator

chinese-poetry icon chinese-poetry

最全中华古诗词数据库, 唐宋两朝近一万四千古诗人, 接近5.5万首唐诗加26万宋诗. 两宋时期1564位词人,21050首词。

decision-transformer icon decision-transformer

Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.

deeprl icon deeprl

Deep Reinforcement Learning Lab, a platform designed to make DRL technology and fun for everyone

gpy icon gpy

Gaussian processes framework in python

gym icon gym

A toolkit for developing and comparing reinforcement learning algorithms.

maskrcnn-benchmark icon maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

overcooked_ai icon overcooked_ai

A benchmark environment for fully cooperative human-AI performance.

oyster icon oyster

Implementation of Efficient Off-policy Meta-learning via Probabilistic Context Variables (PEARL)

prml icon prml

PRML algorithms implemented in Python

pydata-book icon pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

qix icon qix

Machine Learning、Deep Learning、PostgreSQL、Distributed System、Node.Js、Golang

rlkit icon rlkit

Collection of reinforcement learning algorithms

spinningup icon spinningup

An educational resource to help anyone learn deep reinforcement learning.

unimask icon unimask

Codebase for "Uni[MASK]: Unified Inference in Sequential Decision Problems"

varibad icon varibad

Implementation of VariBAD: A Very Good Method for Bayes-Adaptive Deep RL via Meta-Learning - Zintgraf et al. (ICLR 2020)

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