chongyi-zheng

CLIP

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

BetterDisplay

Unlock your displays on your Mac! Flexible HiDPI scaling, XDR/HDR extra brightness, virtual screens, DDC control, extra dimming, PIP/streaming, EDID override and lots more!

alphafold

Open source code for AlphaFold.

latent-diffusion

High-Resolution Image Synthesis with Latent Diffusion Models

al-folio

A beautiful, simple, clean, and responsive Jekyll theme for academics

einops

Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)

denoising-diffusion-pytorch

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

alphatensor

brax

Massively parallel rigidbody physics simulation on accelerator hardware.

DexterousHands

This is a library that provides dual dexterous hand manipulation tasks through Isaac Gym

align_uniform

Open source code for paper "Understanding Contrastive Representation Learning through Alignment and Uniformity on the Hypersphere" ICML 2020

pomdp-baselines

Simple (but often Strong) Baselines for POMDPs in PyTorch, ICML 2022

rlds

implicit_q_learning

Implicit-Language-Q-Learning

Official code from the paper "Offline RL for Natural Language Generation with Implicit Language Q Learning"

REDQ

Author's PyTorch implementation of Randomized Ensembled Double Q-Learning (REDQ) algorithm.

denoised_mdp

Open source code for paper "Denoised MDPs: Learning World Models Better Than the World Itself"

vip

Official repository for "VIP: Towards Universal Visual Reward and Representation via Value-Implicit Pre-Training"

dice_rl

deep_ope

icvf_release

Public code for "Reinforcement Learning from Passive Data via Latent Intentions"

alm

Simplifying Model-based RL: Learning Representations, Latent-space Models and Policies with One Objective

HIQL

HIQL: Offline Goal-Conditioned RL with Latent States as Actions (NeurIPS 2023)

METRA

METRA: Scalable Unsupervised RL with Metric-Aware Abstraction (ICLR 2024)

lexa-benchmark

quasimetric-rl

Open source code for paper "Optimal Goal-Reaching Reinforcement Learning via Quasimetric Learning" ICML 2023

contrastive_planning

Code for the paper "Inference via Interpolation: Contrastive Representations Provably Enable Planning and Inference"

poisson_quasimetric_embedding

Open source code for paper "On the Learning and Learnability of Quasimetrics".

contrastive_metrics

Code for the paper "Learning Temporal Distances: Contrastive Successor Features Can Provide a Metric Structure for Decision-Making"

ptp