Alternatives and similar repositories for LSTM-TrajGAN

Users that are interested in LSTM-TrajGAN are comparing it to the libraries listed below

• scikit-mobility / DeepLearning4HumanMobility
  ☆139Updated 3 years ago
• huiminren / MTrajRec
  Map-Constrained Trajectory Recovery (KDD'21)
  ☆57Updated 3 years ago
• caochuntu / KDD2021_guizu
  Source codes of KDD2021 paper "Generating Mobility Trajectories with Retained Data Utility"
  ☆26Updated 3 years ago
• ZPGuiGroupWhu / Human-Mobility-Analysis
  A toolkit and models for individual and crowd level human mobility analysis based on trajectory data, including travel destination predic…
  ☆35Updated 7 months ago
• XingruiWang / Two-Stage-Gan-in-trajectory-generation
  A Two-Stage Gan architecture to generate trajectory conditioned on maps information.
  ☆45Updated 2 years ago
• FIBLAB / MoveSim
  [KDD 2020 (AI for COVID-19)] Learning to Simulate Human Mobility
  ☆49Updated 3 years ago
• sjruan / tptk
  A Trajectory Preprocessing Toolkit in Python
  ☆79Updated 5 years ago
• tsinghua-fib-lab / Activity-Trajectory-Generation
  The official implementation of "Activity Trajectory Generation via Modeling Spatiotemporal Dynamics"
  ☆32Updated last year
• WenMellors / TS-TrajGen
  Continuous Trajectory Generation Based on Two-Stage GAN, AAAI 2023.
  ☆43Updated 2 years ago
• uqwhua / TrjPrivacy
  TKDE'23: A Survey and Experimental Study on Privacy-Preserving Trajectory Data Publishing
  ☆12Updated 2 years ago
• sinadabiri / Deep-Semi-Supervised-GPS-Transport-Mode
  ☆47Updated 2 years ago
• tsinghua-fib-lab / PateGail
  ☆15Updated last year
• yoshall / Awesome-Trajectory-Computing
  A professional list of Deep Learning and Large (Language) Models (LM, LLM, FM) for Trajectory Data Management and Mining.
  ☆223Updated last month
• erik-buchholz / SoK-TrajGen
  Artifacts for SoK: Can Trajectory Generation Combine Privacy and Utility?
  ☆13Updated last year
• bigdata-ufsc / petry-2020-marc
  Source code for the paper "MARC: a robust method for multiple-aspect trajectory classification via space, time, and semantic embeddings"
  ☆22Updated 4 years ago
• Yasoz / DiffTraj
  The implemention of DiffTraj: Generating GPS Trajectory with Diffusion Probabilistic Model
  ☆84Updated 11 months ago
• HuHaonan-CHN / TrajGAT
  ☆25Updated 3 years ago
• chenyuqi990215 / RNTrajRec
  Road Network Enhanced Trajectory Recovery with Spatial-Temporal Transformer (ICDE'23)
  ☆44Updated last month
• zhiyongc / Seattle-Loop-Data
  ☆92Updated 3 years ago
• mingqian000 / TrGNN
  Traffic Flow Prediction with Vehicle Trajectories
  ☆71Updated 4 years ago
• deepkashiwa20 / DL-Traff-Grid
  [CIKM 2021 Resource Paper] DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction (Grid Part)
  ☆54Updated 2 years ago
• mie-lab / location-mode-prediction
  [SIGSPATIAL '22] Next location prediction considering travel mode
  ☆19Updated 2 years ago
• Knowledge-Precipitation-Tribe / Spatio-Temporal-papers
  This project is a collection of recent research in areas such as new infrastructure and urban computing, including white papers, academic…
  ☆245Updated last year
• Coolgiserz / Awesome-Traffic-Prediction
  Useful resources for traffic prediction, including popular papers, datasets, tutorials, toolkits, and other helpful repositories.
  ☆142Updated 6 months ago
• slzhou-xy / Trajectory-Paper-Collation
  2019-2021 Trajectory Paper Collation
  ☆18Updated 2 years ago
• NickHan-cs / Spatio-Temporal-Data-Mining-Survey
  Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.
  ☆132Updated last year
• aptx1231 / START
  [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…
  ☆85Updated last year
• boathit / t2vec
  t2vec: Deep Representation Learning for Trajectory Similarity Computation
  ☆143Updated 4 years ago
• changyanchuan / TrajCL
  Contrastive Trajectory Similarity Learning with Dual-Feature Attention (TrajCL) - ICDE 2023
  ☆57Updated last year
• CIA-Oceanix / TrAISformer
  Pytorch implementation of TrAISformer---A generative transformer for AIS trajectory prediction (https://arxiv.org/abs/2109.03958).
  ☆149Updated last year