Lengrong

Lengrong's Stars

• awesomedata/awesome-public-datasets

  A topic-centric list of HQ open datasets.

  60k2.3k1139.8k

• thunlp/GNNPapers

  Must-read papers on graph neural networks (GNN)

  15.8k601173k

• dmlc/dgl

  Python package built to ease deep learning on graph, on top of existing DL frameworks.

  Language:Python13.3k1722.8k3k

• wiseodd/generative-models

  Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

  Language:Python7.3k298662k

• tkipf/gcn

  Implementation of Graph Convolutional Networks in TensorFlow

  Language:Python7.1k1571942k

• google-deepmind/graph_nets

  Build Graph Nets in Tensorflow

  Language:Python5.3k223130783

• NELSONZHAO/zhihu

  This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.

  Language:Jupyter Notebook3.5k154422.1k

• open-mmlab/mmskeleton

  A OpenMMLAB toolbox for human pose estimation, skeleton-based action recognition, and action synthesis.

  Language:Python2.9k704511k

• lehaifeng/T-GCN

  Temporal Graph Convolutional Network for Urban Traffic Flow Prediction Method

  Language:Jupyter Notebook1.4k2395438

• bojone/vae

  a simple vae and cvae from keras

  Language:Python1.2k2314376

• liyaguang/DCRNN

  Implementation of Diffusion Convolutional Recurrent Neural Network in Tensorflow

  Language:Python1.2k2382391

• VeritasYin/STGCN_IJCAI-18

  [IJCAI'18] Spatio-Temporal Graph Convolutional Networks

  Language:Python9761765297

• microsoft/tf-gnn-samples

  TensorFlow implementations of Graph Neural Networks

  Language:Python9143422228

• kimiyoung/planetoid

  Semi-supervised learning with graph embeddings

  Language:Python8682219296

• Jiakui/awesome-gcn

  resources for graph convolutional networks （图卷积神经网络相关资源）

  859242131

• shenweichen/GraphNeuralNetwork

  Implementation and experiments of graph neural netwokrs, like gcn,graphsage,gat,etc.

  Language:Python783127183

• Jenniferz28/Time-Series-ARIMA-XGBOOST-RNN

  Time series forecasting for individual household power prediction: ARIMA, xgboost, RNN

  Language:Python633163216

• xiaochus/TrafficFlowPrediction

  Traffic Flow Prediction with Neural Networks(SAEs、LSTM、GRU).

  Language:Python534916237

• tongzm/ml-python

  Language:Jupyter Notebook37563342

• dbusbridge/gcn_tutorial

  A tutorial on Graph Convolutional Neural Networks

  Language:Python31511578

• TimyadNyda/Variational-Lstm-Autoencoder

  Lstm variational auto-encoder for time series anomaly detection and features extraction

  Language:Python31191461

• twairball/keras_lstm_vae

  Keras implementation of LSTM Variational Autoencoder

  Language:Python2245981

• mchablani/deep-learning

  Repo for the Deep Learning Nanodegree Foundations program.

  Language:Jupyter Notebook166110130

• ni79ls/har-keras-cnn

  Jupyter Notebook for Human Activity Recognition (HAR) with 1D Convolutional Neural Network in Python and Keras

  Language:Python1589272

• cran2367/lstm_autoencoder_classifier

  An LSTM Autoencoder for rare event classification

  Language:Jupyter Notebook1077273

• PKUAI26/STGCN-IJCAI-18

  Spatio-Temporal Graph Convolutional Networks

  Language:Python10641131

• CrawlScript/TF-GNN

  TensorFlow Implementation of Graph Attention Network and Graph Convolutional Network

  Language:Python565217

• Zhenye-Na/gcn-spp

  Shortest Path prediction using Graph Convolutional Networks

  Language:Jupyter Notebook262010

• you-leee/Dempster-Shafer

  Thesis code for DS theory

  Language:Matlab242010

• chwneo7/VAE-code

  电网技术论文所用代码

  Language:Jupyter Notebook176