Kai Yi (ykiiiiii)

ykiiiiii

Geek Repo

Company:MRC Laboratory of Molecular Biology

Location:Cambridge, UK

Home Page:kyi@mrc-lmb.cam.ac.uk

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Kai Yi's starred repositories

gemma_pytorch

The official PyTorch implementation of Google's Gemma models

Language:PythonLicense:Apache-2.0Stargazers:5242Issues:39Issues:37

ColabFold

Making Protein folding accessible to all!

Language:Jupyter NotebookLicense:MITStargazers:1893Issues:46Issues:547

schedule_free

Schedule-Free Optimization in PyTorch

Language:PythonLicense:Apache-2.0Stargazers:1828Issues:15Issues:30
Language:PythonLicense:NOASSERTIONStargazers:1159Issues:20Issues:75

conditional-flow-matching

TorchCFM: a Conditional Flow Matching library

Language:PythonLicense:MITStargazers:1071Issues:15Issues:49

OpenCRISPR

AI-generated gene editing systems

evo

Biological foundation modeling from molecular to genome scale

Language:Jupyter NotebookLicense:Apache-2.0Stargazers:931Issues:18Issues:50

alphafold3-pytorch

Implementation of Alphafold 3 in Pytorch

Language:PythonLicense:MITStargazers:928Issues:45Issues:46

geometric-gnn-dojo

Geometric GNN Dojo provides unified implementations and experiments to explore the design space of Geometric Graph Neural Networks.

Language:Jupyter NotebookLicense:MITStargazers:462Issues:10Issues:9

Score-Entropy-Discrete-Diffusion

[ICML 2024 Best Paper] Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution (https://arxiv.org/abs/2310.16834)

Language:PythonLicense:MITStargazers:362Issues:7Issues:11

p2rank

P2Rank: Protein-ligand binding site prediction tool based on machine learning. Stand-alone command line program / Java library for predicting ligand binding pockets from protein structure.

Language:GroovyLicense:MITStargazers:242Issues:9Issues:62

DeepH-pack

Deep neural networks for density functional theory Hamiltonian.

Language:PythonLicense:LGPL-3.0Stargazers:219Issues:7Issues:51
Language:PythonLicense:MITStargazers:173Issues:8Issues:11

protpardelle

Diffusion-based all-atom protein generative model.

Language:PythonLicense:MITStargazers:154Issues:5Issues:8

geometric-rna-design

gRNAde: Geometric Deep Learning for 3D RNA inverse design

Language:Jupyter NotebookLicense:MITStargazers:145Issues:9Issues:7
Language:PythonLicense:MITStargazers:106Issues:3Issues:6

ProteinNPT

Official code repository for the paper "ProteinNPT: Improving Protein Property Prediction and Design with Non-Parametric Transformers"

Language:PythonLicense:MITStargazers:79Issues:1Issues:16

DGraphDTA

a novel DTA predition method using graph neural network

protein-dpo

Aligning protein generative models with experimental fitness

Language:PythonLicense:MITStargazers:61Issues:3Issues:5

rnaflow

RNAFlow: RNA Structure & Sequence Design via Inverse Folding-Based Flow Matching

Language:PythonLicense:MITStargazers:42Issues:3Issues:3

tauLDR

Code for the paper https://arxiv.org/abs/2205.14987v2

Language:PythonLicense:NOASSERTIONStargazers:41Issues:1Issues:7

alphafold3-pytorch-lightning-hydra

Implementation of AlphaFold 3 in PyTorch Lightning + Hydra

Language:PythonLicense:MITStargazers:23Issues:1Issues:2

LatentDE

Latent-based Directed Evolution guided by Gradient Ascent for Protein Design

holo-bench

Benchmark for Biophysical Sequence Optimization Algorithms

Language:PythonLicense:MITStargazers:12Issues:0Issues:0

Awesome-List-Protein-Binding-Site-Prediction-

List of papers on protein binding site prediction

delensalot

Curved-sky iterative CMB lensing tools

Language:Jupyter NotebookLicense:NOASSERTIONStargazers:6Issues:2Issues:12

Bayesian_L_half

MCMC and Optimization algorithm for L_half prior

Language:Jupyter NotebookStargazers:2Issues:0Issues:0