noahwangc Goto Github PK

awesome-crime-prediction

crime prediction paper lists

awesome-interaction-aware-trajectory-prediction

A selection of state-of-the-art research materials on trajectory prediction

awesome-trajectory-motion-prediction-papers

awesome-vision-attentions

Summary of related papers on visual attention. Related code will be released based on Jittor gradually.

basicts

An Open Source Standard Time Series Forecasting Benchmark.

darts

A python library for user-friendly forecasting and anomaly detection on time series.

dl4traffic

This is the repository for the collection of Deep Learning for Traffic Prediction Problems.

external-attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

gnn4traffic

This is the repository for the collection of Graph Neural Network for Traffic Forecasting.

groupnet

[CVPR22] GroupNet: Multiscale Hypergraph Neural Networks for Trajectory Prediction with Relational Reasoning

headedsocialforcemodel

html-css-js

human-path-prediction

State-of-the-art methods for human trajectory forecasting. Contains code for papers published at ECCV 2020 and ICCV 2021.

human-trajectory-forecasting-papers

Collection of Papers in Trajectory Prediction categorised according to the high-level structure

jindongwang.github.io

Personal website

lihang_book_algorithm

致力于将李航博士《统计学习方法》一书中所有算法实现一遍

luckyfan-cs.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

mantra-cvpr20

Official Pytorch code for MANTRA - Memory Augmented Neural Trajectory Predictor (CVPR2020)

mfstgn

ml-for-beginners

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

pedestrian-arc-lstm-smf

Implementation of Arc-LSTM-SMF model, and its standalone parts, to the task of pedestrian trajectory forecast

pytorch-deep-learning

Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.

pytorch_geometric_temporal

PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)

socialforce

Differentiable Social Force simulation with universal interaction potentials.

spatio-temporal-data-mining-survey

Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.

sstban

step

Code for our SIGKDD'22 paper Pre-training-Enhanced Spatial-Temporal Graph Neural Network For Multivariate Time Series Forecasting.

stgcl

time-series-work-conference

Time-Series Work Summary in CS Top Conferences (NIPS, ICML, ICLR, KDD, AAAI, etc.)

traffic_prediction

Traffic prediction is the task of predicting future traffic measurements (e.g. volume, speed, etc.) in a road network (graph), using historical data (timeseries).