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algorithms-assignment1

coursera Algorithms Exp1

attnmove

This is for AAAI2020 submission #9808

cuda_installation

This document provides all CUDA vesion installation, it is different from most installation. We test it in many user's computer and it all works well done.

dcrnn

Implementation of Diffusion Convolutional Recurrent Neural Network in Tensorflow

deepst

Deep Learning for Spatio-Temporal Data

deepstn

Codes for AAAI 2019 DeepSTN+: Context-aware Spatial-Temporal Neural Network for Crowd Flow Prediction in Metropolis

dmvst-net

DMVST-Net for AAAI 2018

earlybirds

The CNN model, training dataset and test dataset of the paper "Prediction of fishing effort distributions by extracting early bird trawlers based on VMS dataset".

gman

GMAN

hitrip

keras-attention-mechanism

Attention mechanism Implementation for Keras.

liquid_time_constant_networks

Code Repository for Liquid Time-Constant Networks (LTCs)

rgrasp-semts

A python implementation of the RGRASP-SemTS algorithm

st-metanet

The codes and data of paper "Urban Traffic Prediction from Spatio-Temporal Data Using Deep Meta Learning"

st-mgcn

The task is to restate a thesis and redo the experiment following the instructions in the paper.

stdn

Code for our Spatiotemporal Dynamic Network

stdn_pytorch

Pytorch Implementation of the paper Revisiting Spatial-Temporal Similarity: A Deep Learning Framework for Traffic Prediction

stgcn

Spatio-Temporal Graph Convolutional Networks

strnn

Predicting the Next Location: A Recurrent Model with Spatial and Temporal Contexts

tensorflow-wide-deep-local-prediction

This project demonstrates how to run and save predictions locally using exported tensorflow estimator model

tflearn_wide_and_deep

Pedagogical example realization of wide & deep networks, using TensorFlow and TFLearn.

thorough-pytorch

PyTorch入门教程，在线阅读地址：https://datawhalechina.github.io/thorough-pytorch/

traisformer

Pytorch implementation of TrAISformer---A generative transformer for AIS trajectory prediction (https://arxiv.org/abs/2109.03958).

transfish

urbanfm

Pytorch Implement of Urban Flow Magnifier (UrbanFM), KDD-19

urbanpy

wide_deep

Wide and Deep Learning for CTR Prediction in tensorflow