lunanwei Goto Github PK

0023learning

aerialwaste

assessment02

astgcn-2019-pytorch

Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting, AAAI 2019, pytorch version

awesome-earth-engine-apps

A collection of all public Google Earth Engine Apps.

bird-tracking

casa0002_tianjing

casa0023_week2

chinaadmindivisonshp

**行政区划矢量图，ESRI Shapefile格式，共四级：国家、省/直辖市、市、区/县。关键字：**行政区划图；**地图；**行政区；**行政区地图；行政区地图；行政区；行政区划；地图；矢量数据；矢量地理数据；省级；直辖市；市级；区/县级；行政区划图。

darts

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

deep-learning-time-series

List of papers, code and experiments using deep learning for time series forecasting

deeplearningfortimeseriesforecasting

A tutorial demonstrating how to implement deep learning models for time series forecasting

dissertation_cyclingnetworkdesign

This dissertation is for the MSc in the Centre for Advanced Spatial Analysis, Bartlett Faculty of the Build Environment, UCL.

facct_2022_dataset

Dataset for our FAccT 2022 Paper "Equitable Public Bus Network Optimization for Social Good: A Case Study of Singapore"

flow_tutorials

Public tutorials of using Flow Forecast for forecasting and classifying time series data

global-indicators

An open-source tool for calculating spatial indicators for healthy, sustainable cities worldwide using open or custom data.

group_rs_casa0023

Group repo for CASA0023

informer2020

The GitHub repository for the paper "Informer" accepted by AAAI 2021.

intro-to-spatialopt

This is an ever-updated repository with introductions to mathematical programming and open-source spatial optimisation.

landmarketdata

lstm

基于LSTM的时间序列预测研究

my-lecture-slides-and-code

B站PPT和代码 , 请先下滑获取使用教程.

onlytascas

Customize food tours by dish, location, spots, and radius. Optimize route for culinary exploration and city sightseeing.

ppde642

USC urban data science course series with Python and Jupyter

prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

pytorch-forecasting

Time series forecasting with PyTorch

st_dbscan

ST-DBSCAN: Simple and effective tool for spatial-temporal clustering

sttn

paper : <Spatial-Temporal Transformer Networks for Traffic Flow Forecasting>

time-series-forecasting-with-python

A use-case focused tutorial for time series forecasting with python

time_series_forecasting_pytorch

time series forecasting using pytorch，including ANN,RNN,LSTM,GRU and TSR-RNN，experimental code