wujinkui

AttentiveFP

DRL

Deep Reinforcement Learning

awesome-automl-papers

A curated list of automated machine learning papers, articles, tutorials, slides and projects

ToMerge-GCN2Seq

GCN2Seq预测模型

pyGAT

Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)

neural-fingerprint

Convolutional nets which can take molecular graphs of arbitrary size as input.

numpy-ml

Machine learning, in numpy

SMILES-X

Autonomous characterization of molecular compounds from small datasets without descriptors

SchNet

SchNet - a deep learning architecture for quantum chemistry

megnet

Graph Networks as a Universal Machine Learning Framework for Molecules and Crystals

schnetpack

SchNetPack - Deep Neural Networks for Atomistic Systems

Bilibili346623

Examples shown in Bilibili Live 346623

MachineLearning-MusicGeneration

Using Azure Machine Learning to build a deep learning model for music generation

Composer

Generates video game music using neural networks.

magenta

Magenta: Music and Art Generation with Machine Intelligence

tiling-puzzle-solver

Project for uva cs6161

XenonPy

XenonPy is a Python Software for Materials Informatics

first_NLP

简单的唐诗生成器，开箱即用，tf2.0

Chinese-Text-Classification-Pytorch

中文文本分类，TextCNN，TextRNN，FastText，TextRCNN，BiLSTM_Attention，DPCNN，Transformer，基于pytorch，开箱即用。

BERT-pytorch

Google AI 2018 BERT pytorch implementation

mol2vec

Mol2vec - an unsupervised machine learning approach to learn vector representations of molecular substructures

selfies

Robust representation of semantically constrained graphs, in particular for molecules in chemistry

deep-review

A collaboratively written review paper on deep learning, genomics, and precision medicine

molecularGNN_smiles

The code of a graph neural network (GNN) for molecules, which is based on learning representations of r-radius subgraphs (i.e., fingerprints) in molecules.

treelstm.pytorch

Tree LSTM implementation in PyTorch

Graph_Convolutional_LSTM

Traffic Graph Convolutional Recurrent Neural Network

leetcode

LeetCode Solutions: A Record of My Problem Solving Journey.( leetcode题解，记录自己的leetcode解题之路。)

CS-Notes

:books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计

ORGANIC

Code repo for optimizing distributions of molecules.

feature-selector

Feature selector is a tool for dimensionality reduction of machine learning datasets