changqingsong Goto Github PK

alphafold2

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

annotated-transformer

An annotated implementation of the Transformer paper.

awesome-english-ebooks

经济学人(含音频)、纽约客、卫报、连线、大西洋月刊等英语杂志免费下载,支持epub、mobi、pdf格式, 每周更新

bimodal

Supporting code for the paper "Bidirectional Molecule Generation with Recurrent Neural Networks" (J. Chem. Inf. 2020, 60, 3).

changqingsong.github.io

cheminfo_thesis

chemvae

A variational autoencoder (VAE) for molecular data

clip

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

eat_pytorch_in_20_days

Pytorch🍊🍉 is delicious, just eat it! 😋😋

eda_nlp_for_chinese

An implement of the paper of EDA for Chinese corpus.中文语料的EDA数据增强工具。NLP数据增强。论文阅读笔记。

lecture

王道考研机试指南(第二版) 例题代码

ligningraphs

Lignin Structure Determination with Multiscale Graph Modeling

lstm-crf

使用LSTM+CRF进行命名实体识别

molecular_vae_pytorch

PyTorch implementation of the paper "Automatic Chemical Design Using a Data-Driven Continuous Representation of Molecules"

molecules_dataset_collection

Collection of data sets of molecules for a validation of properties inference

molpmofit

nistchempy

Python API for NIST Chemistry WebBook

nlp-da-papers

nmr_mpnn_pytorch

Neural Message Passing for NMR Chemical Shift Prediction

paper-reading

深度学习经典、新论文逐段精读

practice

王道考研机试指南(第二版) 习题代码

pytorch-cosine-annealing-with-warmup

pytorch_geometric

Graph Neural Network Library for PyTorch

simple_reinforcement_learning

smilespe

SMILES Pair Encoding: A data-driven substructure representation of chemicals

stanford-cs224n-notes-zh

:book: 斯坦福 CS224n 自然语言处理中文笔记

zinc_downloader

Zinc Database Downloader & Merger