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Shawn Hu's Projects

ace icon ace

Fast and flexible code for solving the inverse Ising/Potts inference problem

admm icon admm

ADMM algorithm implementation

alphafold2 icon alphafold2

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

alphafold_pytorch icon alphafold_pytorch

An implementation of the DeepMind's AlphaFold based on PyTorch for research

colabfold icon colabfold

Making Protein folding accessible to all via Google Colab!

config icon config

configuration library for JVM languages using HOCON files

cs446 icon cs446

:computer: CS446: Machine Learning in Spring 2018, UIUC

deepce icon deepce

A deep learning framework for high-throughput mechanism-driven phenotype screening

deepfolding icon deepfolding

Leverage deep learning techniques to predict protein structure (on-going)

deepgraphgo icon deepgraphgo

DeepGraphGO: graph neural network for large-scale, multispecies protein function prediction

invariant-point-attention icon invariant-point-attention

Implementation of Invariant Point Attention, used for coordinate refinement in the structure module of Alphafold2, as a standalone Pytorch module

kleene-lang icon kleene-lang

a high-level language, based on OpenFst, for finite-state programming

librime icon librime

Rime Input Method Engine, the core library

linearfold icon linearfold

The new source code of the LinearFold, linear-time prediction for RNA secondary structures

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