Alternatives and similar repositories for PIML

Users that are interested in PIML are comparing it to the libraries listed below

• tsinghua-fib-lab / CommutingODGen-Dataset
  ☆32Updated last year
• underdoc-wang / MPGCN
  [ICDE'20] Predicting Origin-Destination Flow via Multi-Perspective Graph Convolutional Network (Pytorch Replication)
  ☆21Updated 4 years ago
• ZhuangDingyi / STZINB
  Source code of implementing spatial-temporal zero-inflated negative binomial network for trip demand prediction
  ☆26Updated 3 years ago
• tsinghua-fib-lab / MetroGNN
  ☆15Updated last year
• chenyuqi990215 / RNTrajRec
  Road Network Enhanced Trajectory Recovery with Spatial-Temporal Transformer (ICDE'23)
  ☆47Updated 4 months ago
• tanwimallick / TL-DCRNN
  ☆42Updated 3 years ago
• zhiyongc / Seattle-Loop-Data
  ☆94Updated 3 years ago
• huiminren / MTrajRec
  Map-Constrained Trajectory Recovery (KDD'21)
  ☆59Updated 3 years ago
• zealscott / ST2Vec
  Source code for Spatio-Temporal Trajectory Similarity Learning in Road Networks. KDD 2022.
  ☆49Updated 2 years ago
• jswang / stgat_traffic_prediction
  This repository provides an open source implementation of the Spatio-Temporal GAT introduced by Zhang et al in "Spatial-Temporal Graph At…
  ☆103Updated 2 years ago
• aptx1231 / START
  [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…
  ☆89Updated last year
• boathit / deepgtt
  DeepGTT: Learning Travel Time Distributions with Deep Generative Model
  ☆36Updated 6 years ago
• deepkashiwa20 / ODCRN
  [ECMLPKDD21] Countrywide Origin-Destination Matrix Prediction and Its Application for COVID-19
  ☆29Updated 2 years ago
• Kaimaoge / IGNNK
  ☆125Updated 2 years ago
• underdoc-wang / EAST-Net
  [AAAI'22] Event-Aware Multimodal Mobility Nowcasting
  ☆14Updated 3 years ago
• FIBLAB / MoveSim
  [KDD 2020 (AI for COVID-19)] Learning to Simulate Human Mobility
  ☆49Updated 3 years ago
• aptx1231 / Awesome-Spatio-Temporal-Representation-Learning
  Summary of Spatio-Temporal Representation Learning Models.
  ☆75Updated 2 years ago
• tsinghua-fib-lab / OD_benckmark
  The benchmark related to the survey: An Interdisciplinary Survey on Origin-destination Flows Modeling: Theory and Techniques
  ☆31Updated 2 years ago
• zouguojian / Travel-time-prediction
  When Will We Arrive? A Novel Multi-Task Spatio-Temporal Attention Network Based on Individual Preference for Estimating Travel Time
  ☆39Updated 6 months ago
• liulingbo918 / CSTN
  Taxi Origin-Destination Demand Prediction
  ☆56Updated 5 years ago
• MengzhangLI / STFGNN
  Code of STFGNN@AAAI-2021 (Spatial-Temporal/ Traffic data forecasting)
  ☆225Updated 4 years ago
• tsinghua-fib-lab / KSTDiff-Urban-flow-generation
  Official implementation of "Towards Generative Modeling of Urban Flow through Knowledge-enhanced Denoising Diffusion"(SIGSPATIAL'23)
  ☆26Updated last year
• mingqian000 / TrGNN
  Traffic Flow Prediction with Vehicle Trajectories
  ☆74Updated 4 years ago
• FIBLAB / DeepSTN
  [AAAI 2019] DeepSTN+: Context-aware Spatial-Temporal Neural Network for Crowd Flow Prediction in Metropolis
  ☆66Updated 5 years ago
• panzheyi / ST-MetaNet
  The codes and data of paper "Urban Traffic Prediction from Spatio-Temporal Data Using Deep Meta Learning"
  ☆212Updated 2 years ago
• tsinghua-fib-lab / Traffic-Benchmark
  [TKDD 2023] Dynamic Graph Convolutional Recurrent Network for Traffic Prediction: Benchmark and Solution
  ☆314Updated 4 years ago
• tsinghua-fib-lab / ResInf
  This repo contains the codes and data for our Nature Communications paper: Deep learning resilience inference for complex networked syste…
  ☆55Updated last year
• liulingbo918 / ATFM
  Attentive Traffic Flow Machines
  ☆58Updated 5 years ago
• sinadabiri / Deep-Semi-Supervised-GPS-Transport-Mode
  ☆47Updated 3 years ago
• vonfeng / DeepMove
  [WWW 2018] DeepMove: Predicting Human Mobility with Attentional Recurrent Network
  ☆156Updated 9 months ago