liuyunwu's repositories
autograd
Efficiently computes derivatives of numpy code.
Bert-Multi-Label-Text-Classification
This repo contains a PyTorch implementation of a pretrained BERT model for multi-label text classification.
bidd-molmap
MolMapNet: An Efficient Convolutional Neural Network Based on Constructed Feature Maps for Molecular Deep Learning
cs224w-2021-winter-colab
cs224w（图机器学习）2021冬季课程的colab
Deep-Learning-with-TensorFlow-book
深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.
descriptastorus
Descriptor computation(chemistry) and (optional) storage for machine learning
dmol-book
Deep learning for molecules and materials book
fast-reinforcement-learning
Important Note fastrl version 2 is being developed at fastrl. Note the link in the readme
fastai
The fastai deep learning library
FastBERT
The score code of FastBERT (ACL2020)
fastbook
The fastai book, published as Jupyter Notebooks
GPT-GNN
Code for KDD'20 "Generative Pre-Training of Graph Neural Networks"
GraSeq
GraSeq: Graph and Sequence Fusion Learning for Molecular Property Prediction. In CIKM 2020.
hyperopt
Distributed Asynchronous Hyperparameter Optimization in Python
imbalanced-learn
A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
lap
Linear Assignment Problem solver (LAPJV/LAPMOD).
lapjv
Linear Assignmment Problem solver using Jonker-Volgenant algorithm - Python 3 native module.
moleculenet
Moleculenet.ai Datasets And Splits
NLP_ability
总结梳理自然语言处理工程师(NLP)需要积累的各方面知识，包括面试题，各种基础知识，工程能力等等，提升核心竞争力
OpenChem
OpenChem: Deep Learning toolkit for Computational Chemistry and Drug Design Research
ORGAN
Objective-Reinforced Generative Adversarial Networks (ORGAN) for Sequence Generation Models
pyHGT
Code for "Heterogeneous Graph Transformer" (WWW'20), which is based on pytorch_geometric
pytorch-lightning
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
pytorch_geometric
Geometric Deep Learning Extension Library for PyTorch
selfies
Robust representation of semantically constrained graphs, in particular for molecules in chemistry
simpletransformers
Transformers for Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI
torchdrug
A powerful and flexible machine learning platform for drug discovery