Alternatives and similar repositories for TimeCMA

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

• SCXsunchenxi / TEST
  ☆62Updated last year
• shangzongjiang / Ada-MSHyper
  ☆55Updated 3 months ago
• Levi-Ackman / Leddam
  [ICML 2024] Official implementation of: "Revitalizing Multivariate Time Series Forecasting: Learnable Decomposition with Inter-Series Dep…
  ☆54Updated 3 months ago
• panzijie825 / S2IP-LLM
  Official reponsitory for "S^2IP-LLM: Semantic Space Informed Prompt Learning with LLM for Time Series Forecasting"
  ☆36Updated 10 months ago
• liuxu77 / UniTime
  UniTime: A Language-Empowered Unified Model for Cross-Domain Time Series Forecasting (WWW 2024)
  ☆94Updated last year
• LMissher / PatchSTG
  [SIGKDD'2025] Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective
  ☆43Updated 5 months ago
• AdityaLab / Time-MMD
  ☆125Updated 4 months ago
• kutaytire / Retrieval-Augmented-Time-Series-Forecasting
  ☆40Updated 6 months ago
• AdityaLab / lstprompt
  ☆52Updated 10 months ago
• hqh0728 / HDMixer
  ☆44Updated last year
• Mingyue-Cheng / InstructTime
  ☆19Updated 4 months ago
• XDZhelheim / HimNet
  [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".
  ☆52Updated 9 months ago
• YoZhibo / MSGNet
  MSGNet: Learning Multi-Scale Inter-Series Correlations for Multivariate Time Series Forecasting (AAAI2024)
  ☆172Updated last year
• usail-hkust / t-PatchGNN
  Official implementation for ICML24 paper "Irregular Multivariate Time Series Forecasting: A Transformable Patching Graph Neural Networks …
  ☆100Updated last month
• Hank0626 / CALF
  Official implementation of "CALF: Aligning LLMs for Time Series Forecasting via Cross-modal Fine-Tuning" (AAAI 2025)
  ☆112Updated 2 months ago
• stanliu96 / RATD
  Codes for "Retrieval-Augmented Diffusion Models for Time Series Forecasting"
  ☆64Updated 7 months ago
• chenxiaodanhit / BiTGraph
  The code for Biased Temporal Convolution Graph Network for Time Series Forecasting with Missing Values.
  ☆26Updated 9 months ago
• wwy155 / NsDiff
  ☆16Updated 2 weeks ago
• AdityaLab / MM-TSFlib
  ☆90Updated 4 months ago
• LiuAoyu1998 / STAMT
  An efficient spatial-temporal transformer with temporal aggregation and spatial memory for traffic forecasting
  ☆25Updated last month
• XDZhelheim / Torch-MTS
  My personal PyTorch framework for multivariate time series forecasting.
  ☆91Updated 3 months ago
• decisionintelligence / DUET
  [KDD 2025] DUET: Dual Clustering Enhanced Multivariate Time Series Forecasting
  ☆138Updated 3 weeks ago
• WinfredGe / T2S
  [IJCAI 2025] Official implementation of "T2S: High-resolution Time Series Generation with Text-to-Series Diffusion Models"
  ☆24Updated 3 weeks ago
• BennyTMT / LLMsForTimeSeries
  ☆132Updated 3 months ago
• thuml / SimMTM
  About Code release for "SimMTM: A Simple Pre-Training Framework for Masked Time-Series Modeling" (NeurIPS 2023 Spotlight), https://arxiv.…
  ☆130Updated last year
• Water2sea / WITRAN
  Official implement for "WITRAN:Water-wave Information Transmission and Recurrent Acceleration Network for Long-range Time Series Forecast…
  ☆35Updated last year
• LMZZML / PriSTI
  ☆83Updated last year
• mllm-ts / Awesome-Multimodal-LLMs-Time-Series
  A curated list of papers in the intersection of multimodal LLMs and time series analysis. https://mllm-ts.github.io/paper/MLLMTS_Survey.p…
  ☆22Updated 3 weeks ago
• Graph-and-Geometric-Learning / TimeSeriesCCM
  Official Implementation of "From Similarity to Superiority: Channel Clustering for Time Series Forecasting"
  ☆49Updated 7 months ago
• liaoyuhua / tempo-pytorch
  Reproduction of the paper "TEMPO: Prompt-based Generative Pre-trained Transformer for Time Series Forecasting"
  ☆48Updated last year