Structural implementation of RL key algorithms

Policy Gradient is all you need! A step-by-step tutorial for well-known PG methods.

Protein Design with Guided Discrete Diffusion

Solving Rubik's Cube with Deep Reinforcement Learning, A* and visualize with PyQt5.

Crawl a site to generate knowledge files to create your own custom GPT from a URL

A generative model for programmable protein design

Diffusion-based all-atom protein generative model.

Repository for MolFormer

An unofficial re-implementation of DiffAb, a diffusion-based generative model for antigen-specific antibody design and optimization.

A library to generate LaTeX expression from Python code.

The Pytorch Tutorial of Score-based and Diffusion Model

A simple way to keep track of an Exponential Moving Average (EMA) version of your pytorch model

Transformer 이후 나온 Pretrained Language Model을 간단하게 구현하였음.

Diffusion models of protein structure; trigonometry and attention are all you need!

an efficient distributed PyTorch framework

Use UCSF Chimera Python API in a standard interpreter

A minimal yet resourceful implementation of diffusion models (along with pretrained models + synthetic images for nine datasets)

Code for running RFdiffusion

Protein hallucination and inpainting with RoseTTAFold

Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry, Materials Science and Biology

딥러닝과 생명과학

code for the SE3 Transformers paper: https://arxiv.org/abs/2006.10503

To eventually become an unofficial Pytorch implementation / replication of Alphafold2, as details of the architecture get released

Implementation of Axial attention - attending to multi-dimensional data efficiently

Flutter with MediaPipe ML models

Code for the paper "Offline Reinforcement Learning as One Big Sequence Modeling Problem"

An introductory course in Gnolang for developers.