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ZHENG SUN's Projects

chroma icon chroma

A generative model for programmable protein design

eigenfold icon eigenfold

EigenFold: Generative Protein Structure Prediction with Diffusion Models

esm icon esm

Evolutionary Scale Modeling (esm): Pretrained language models for proteins

foldseek icon foldseek

Foldseek enables fast and sensitive comparisons of large structure sets.

genie icon genie

De Novo Protein Design by Equivariantly Diffusing Oriented Residue Clouds

litvis icon litvis

Literate Visualization: Theory, software and examples

protdiff_smcdiff icon protdiff_smcdiff

Code implementation of "Diffusion probabilistic modeling of protein backbones in 3D for the motif-scaffolding problem" https://arxiv.org/abs/2206.04119

pulmonary-nodules-maskrcnn icon pulmonary-nodules-maskrcnn

Mask R-CNN for Pulmonary Nodules Diagnosis, using TensorFlow 天池医疗AI大赛:Mask R-CNN肺部结节智能检测(Segmentation + Classification)

se3_diffusion icon se3_diffusion

Implementation for SE(3) diffusion model with application to protein backbone generation

stanford-cs-229-cn icon stanford-cs-229-cn

A Chinese Translation of Stanford CS229 notes 斯坦福机器学习CS229课程讲义的中文翻译

stock-market-trader icon stock-market-trader

A program to predict the stock market. ML Algorithms: Random Forest, Decision Trees ans also a CNN (TensorFlow) were implemented and their performance compared.

zheng-s icon zheng-s

A robot powered training repository :robot:

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