Fred (pengzhangzhi)

pengzhangzhi

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Location:USA

Home Page:https://pengzhangzhi.github.io/home

Twitter:@pengzhangzhi1

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Fred's repositories

Awesome-Mamba

Awesome list of papers that extend Mamba to various applications.

self-taught-CS

The notes and Lab code of public courses I have taken.

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protein-sequence-diffusion-model

diffusion model for protein sequence generation

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ab_opt

Official implementation of Generative Diffusion Models for Antibody Design, Docking, and Optimization.

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Awesome-Computational-Structural-Biology

A curated list of awesome self-learning materials in Computational Structural Biology, such as sources, tutorials, etc.

Benchmark-Traffic-flow-prediction-

curated baselines and evaluation metrics to benchmark the task traffic flow prediction

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spatial-temporal-transformer

traffic flow prediction

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

List of papers on protein binding site prediction

ab_rmsd

Calculate the RMSD between two antibody structure (including nanobody and antibody).

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one-python-craftsman

来自一位 Pythonista 的编程经验分享,内容涵盖编码技巧、最佳实践与思维模式等方面。

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Stable-Terminal

Your AI assitant in the terminal

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accelerate

🚀 A simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision

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antibody-structure-prediction-benchmark-result

The benchmark results of antibody structure prediction models

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Awesome-Optimal-Transport

Awesome list of resources about optimal transport

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Beginner-Guidance-of-Diffusion-Models

Beginner Guidance of Diffusion Models

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cs-self-learning

计算机自学指南

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denoising-diffusion-pytorch

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

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dl-sys

The Homework Code of Deep Learning Systems Course

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dotfiles

Default configurations in Linux system

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EnQA

A 3D-equivariant neural network for protein structure accuracy estimation

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equiformer-pytorch

Implementation of the Equiformer, SE3/E3 equivariant attention network that reaches new SOTA, and adopted for use by EquiFold for protein folding

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genetic-algorithm-pytorch

Toy genetic algorithm in Pytorch

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graphein

Protein Graph Library

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ml-engineering

Machine Learning Engineering Guides and Tools

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pengzhangzhi

GitHub profile

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ProteinWorkshop

Benchmarking framework for protein representation learning. Includes a large number of pre-training and downstream task datasets, models and training/task utilities.

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se3_diffusion

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

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