Alternatives and similar repositories for Awesome-irregular-incomplete-time-series

Users that are interested in Awesome-irregular-incomplete-time-series are comparing it to the libraries listed below

• usail-hkust / t-PatchGNN
  Official implementation for ICML24 paper "Irregular Multivariate Time Series Forecasting: A Transformable Patching Graph Neural Networks …
  ☆107Updated 2 months ago
• XDZhelheim / Torch-MTS
  My personal PyTorch framework for multivariate time series forecasting.
  ☆92Updated 4 months ago
• Levi-Ackman / Leddam
  [ICML 2024] Official implementation of: "Revitalizing Multivariate Time Series Forecasting: Learnable Decomposition with Inter-Series Dep…
  ☆54Updated 4 months ago
• yalavarthivk / GraFITi
  ☆21Updated last month
• Frank-Wang-oss / FCSTGNN
  ☆114Updated last year
• Graph-and-Geometric-Learning / TimeSeriesCCM
  Official Implementation of "From Similarity to Superiority: Channel Clustering for Time Series Forecasting"
  ☆50Updated 7 months ago
• JeremyChou28 / MTSCI
  The official source code of MTSCI: A Conditional Diffusion Model for Consistent Imputation in Incomplete Time Series
  ☆24Updated 2 months ago
• YoZhibo / MSGNet
  MSGNet: Learning Multi-Scale Inter-Series Correlations for Multivariate Time Series Forecasting (AAAI2024)
  ☆172Updated last year
• decisionintelligence / CATCH
  [ICLR 2025] CATCH: Channel-Aware Multivariate Time Series Anomaly Detection via Frequency Patching
  ☆74Updated 3 weeks ago
• panzijie825 / S2IP-LLM
  Official reponsitory for "S^2IP-LLM: Semantic Space Informed Prompt Learning with LLM for Time Series Forecasting"
  ☆37Updated 11 months ago
• Dilfiraa / PS_Loss
  ☆12Updated last month
• liuxu77 / UniTime
  UniTime: A Language-Empowered Unified Model for Cross-Domain Time Series Forecasting (WWW 2024)
  ☆97Updated last year
• wenhaomin / DiffSTG
  Code for DiffSTG
  ☆71Updated last year
• thuml / SimMTM
  About Code release for "SimMTM: A Simple Pre-Training Framework for Masked Time-Series Modeling" (NeurIPS 2023 Spotlight), https://arxiv.…
  ☆132Updated last year
• ForestsKing / Awesome-Multimodal-Time-Series
  A curated list of paper, code, data, and other resources focus on multimodal time series analysis.
  ☆113Updated last month
• Vincent665 / MGCN-for-Traffic-Prediction
  The repo is the official implementation for the paper: [MGCN: Mamba-Integrated Spatiotemporal Graph Convolutional Network for Long-Term T…
  ☆15Updated 3 months ago
• AdityaLab / Time-MMD
  ☆129Updated 5 months ago
• plumprc / RTSF
  Revisiting Long-term Time Series Forecasting: An Investigation on Linear Mapping
  ☆84Updated last year
• kutaytire / Retrieval-Augmented-Time-Series-Forecasting
  ☆42Updated 7 months ago
• wayne155 / FAN
  ☆55Updated 7 months ago
• tongnie / ImputeFormer
  [KDD 2024] "ImputeFormer: Low Rankness-Induced Transformers for Generalizable Spatiotemporal Imputation"
  ☆43Updated last month
• stanliu96 / RATD
  Codes for "Retrieval-Augmented Diffusion Models for Time Series Forecasting"
  ☆66Updated 7 months ago
• decisionintelligence / DUET
  [KDD 2025] DUET: Dual Clustering Enhanced Multivariate Time Series Forecasting
  ☆143Updated last month
• zshhans / MSD-Mixer
  [VLDB 2024] A Multi-Scale Decomposition MLP-Mixer for Time Series Analysis
  ☆92Updated 10 months ago
• CityMind-Lab / NeurIPS24-Attraos
  [NeurIPS2024] Attractor memory for long-term time series forecasting: A chaos perspective
  ☆19Updated 7 months ago
• AdityaLab / lstprompt
  ☆52Updated 10 months ago
• LMZZML / PriSTI
  ☆84Updated last year
• SCXsunchenxi / TEST
  ☆61Updated last year
• decisionintelligence / CS4TS
  A Comprehensive Survey of Deep Learning for Multivariate Time Series Forecasting: A Channel Strategy Perspective
  ☆25Updated 2 months ago
• icantnamemyself / SAN
  Pytorch implementation of NIPS'23 paper: Adaptive Normalization for Non-stationary Time Series Forecasting: A Temporal Slice Perspective
  ☆102Updated last year