Von-fly

Von-fly's Stars

• CSSEGISandData/COVID-19

  Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE

  29.1k8653.8k18.3k

• nytimes/covid-19-data

  A repository of data on coronavirus cases and deaths in the U.S.

  7k3186183.5k

• ddz16/TSFpaper

  This repository contains a reading list of papers on Time Series Forecasting/Prediction (TSF) and Spatio-Temporal Forecasting/Prediction (STF). These papers are mainly categorized according to the type of model.

  2.4k7428210

• GestaltCogTeam/STID

  Code for our CIKM'22 paper Spatial-Temporal Identity: A Simple yet Effective Baseline for Multivariate Time Series Forecasting.

  Language:Python25662328

• HazyResearch/spacetime

  Code for SpaceTime 🌌⏱️. Proposed in Effectively Modeling Time Series with Simple Discrete State Spaces, ICLR 2023.

  Language:Python16815321

• traja-team/traja

  Python tools for spatial trajectory and time-series data analysis

  Language:Jupyter Notebook107106125

• Logan-Lin/CTLE

  Implementation code for the Context and Time-aware Location Embedding (CTLE) model, proposed in the AAAI 2021 paper "Pre-training Context and Time Aware Location Embeddings from Spatial-Temporal Trajectories for User Next Location Prediction".

  Language:Python342111

• Seungeun-Han/SCANet_Real-Time_Face_Parsing_Using_Spatial_and_Channel_Attention

  The official repository of "SCANet: Real-Time Face Parsing Using Spatial and Channel Attention," presented at the 2023 UR (Ubiquitous Robotics).

  Language:Python17110

• Logan-Lin/TALE

  Implementation code for the Time-Aware Location Embedding (TALE) model, proposed in the TKDE paper "Pre-Training Time-Aware Location Embeddings from Spatial-Temporal Trajectories".

  Language:Python16206

• zichuan-liu/SIGSPATIAL-2021-GISCUP-4th-Solution

  Liu, Zichuan, et al. "Multi-View Spatial-Temporal Model for Travel Time Estimation." Proceedings of the 29th International Conference on Advances in Geographic Information Systems. 2021.

  Language:Python11137

• aikunyi/FSTN

  Fourier Spatial-Temporal Network for Multivariate Time Series Forecasting

  Language:Python10111

• maoxiaowei97/WDR-LC

  Estimated Time of Arrival Prediction via Modeling the Spatial-Temporal Interactions between Links and Crosses (GIS Cup)

  Language:Python10103

• Pengxin-Guo/ADCSD

  Online Test-Time Adaptation of Spatial-Temporal Traffic Flow Forecasting

  Language:Python7101

• waterhackweek/waterdata

  Tuesday tutorials: data access, time series and spatial data analyses

  Language:Jupyter Notebook71118

• zaenalium/gstar

  Generalized Space-Time Autoregressive

  Language:R5001

• liyenhsu/SF-Crime-Analysis

  Spatial and Time Series Analysis of San Francisco Crimes

  Language:Jupyter Notebook4103

• MinenoLab/VisualizeStreamingSensorData

  Real-time Spatial Interpolation Visualization System for Multi-streaming Sensor Data

  Language:C3201

• faizan90/spinterps

  Spatial interpolations using Kriging (Ordinary, Simple and External Drift) and IDW. Variogram fitting and clustering. Extraction of time series from raster data (GTiff and NC) to HDF5 or text. Take a look at the scripts in the "test" directory for how to use.

  Language:Python2300

• femiolamijulo/Spatial-Statistics-Class-MIT

  Final project Assignment in Eric Huntley's Spatial Statistics Workshop. My project executes a spatial regression analysis on positive covid cases in US states for 12 months after the lockdown in March 2020. I control for independent variables such as population density, political leaning, time etc to predict covid cases.

  Language:HTML2100

• JuliaIBPM/SpaceTimeFields.jl

  Tools for creating time profiles and spatial fields

  Language:Julia2311

• KrishnaGolllapudi/Sanfrancisco-TheftCrimes-SpatialAndTimeSeriesAnalysis

  Spatial and Time-Series Analysis of San Francisco Theft Crimes from data - Sanfrancisco Police Department

  Language:Jupyter Notebook2100

• Chatr0uge/Weather-forecasting

  Time-Spatial forecasting using LSTM

  Language:Jupyter Notebook110

• DonnaVakalis/GNN-BuildingDataGen

  Generating datasets of time-series data with spatial information and other meta-data of simulated buildings for use by graph neural networks.

  Language:HTML1100

• eugeniovaretti/PM10_BAYESIAN

  Clustering spatial time series via Bayesian nonparametrics. Bayesian Statistic, MSc Mathematical Engineering, PoliMi, a.y 2022/2023

  Language:TeX1202

• JessiYang0/Spatial-Temporal-Attention-Model

  I proposes a novel spatio-temporal attention model to learn the spatial and temporal dependence from the time-series data

  Language:Python1

• kristinart/geospatial-analysis-2021-houston-blackouts

  A spatial analysis of the impact of winter storms in 2021 on the Houston metropolitan area based on remotely-sensed night-time reflectance and EJScreen data.

  Language:HTML1

• ragatti/STSnet

  Spatial Time Series processing with Neural Networks (STSnet)

  Language:Jupyter Notebook12

• tangqideng/STNF

  The official code for Spatial-Temporal Normalizing Flow for Robust Multivariate Time Series Anomaly Detection

  1100

• vgry5/Analysing-Tropospheric-Formaldehyde-gas-in-Sri-Lanka

  • Utilize data engineering skills to analyse HCHO data in Sri Lanka. • Understand the importance of HCHO monitoring for air quality and climate studies. • Develop insights into potential HCHO sources and spatial/temporal trends. • Develop time series prediction algorithms (ML or otherwise)

  Language:Jupyter Notebook1

• Yufei447/LA-Crime-Analysis

  Perform spatial and time series analysis for a 10-year dataset of reported crimes from LA government

  Language:Jupyter Notebook1