sth's repositories
ASTGCN
Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting (ASTGCN) AAAI 2019
awesome-rl
Reinforcement learning resources curated
books-1
book list
command
command to install virtualenv, cuda, cudnn, etc
CTRmodel
CTR prediction model based on spark(LR, GBDT, DNN)
Deep-Learning-for-Tracking-and-Detection
Collection of papers and other resources for object tracking and detection using deep learning
fairseq
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
GAIN
Generative Adversarial Imputation Networks (GAIN)
ganhacks
starter from "How to Train a GAN?" at NIPS2016
Graph-Deep-Learning
Repository for Graph Deep Learning
ir-course
Information Retrieval and Text Mining course at the University of Stavanger (DAT640), 2020 fall
lightseq
LightSeq: A High-Performance Inference Library for Sequence Processing and Generation
mt_scripts
some quick tools fro
OpenNMT-tf
Neural machine translation and sequence learning using TensorFlow
pytorch_study
journey learning pytorch
PyTorch_Tutorial
《Pytorch模型训练实用教程》中配套代码
PyTorchNLPBook
Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media http://nlproc.info/pytorch
semisupervised_timeseries_infogan
A tensorflow implementation of informative generative adversarial network (InfoGAN ) to one dimensional ( 1D ) time series data with a supervised loss function. So it's called semisupervised Info GAN.
STGCN
implementation of STGCN for traffic prediction in IJCAI2018