Alternatives and similar repositories for time-series-analysis

Users that are interested in time-series-analysis are comparing it to the libraries listed below

• DaoSword / Time-Series-Forecasting-and-Deep-Learning
  Resources about time series forecasting and deep learning.
  ☆760Updated this week
• ibm-granite / granite-tsfm
  Foundation Models for Time Series
  ☆773Updated last week
• Secilia-Cxy / SOFTS
  Official implement for "SOFTS: Efficient Multivariate Time Series Forecasting with Series-Core Fusion"(NeurIPS'24) in PyTorch.
  ☆277Updated 6 months ago
• cchallu / nbeatsx
  ☆210Updated 3 years ago
• Hupperich-Manuel / LSTM-XGBoost-Hybrid-Forecasting
  LSTM-XGBoost Time Series Forecasting
  ☆159Updated last year
• salesforce / DeepTime
  PyTorch code for Learning Deep Time-index Models for Time Series Forecasting (ICML 2023)
  ☆366Updated 9 months ago
• thuml / Nonstationary_Transformers
  Code release for "Non-stationary Transformers: Exploring the Stationarity in Time Series Forecasting" (NeurIPS 2022), https://arxiv.org/a…
  ☆556Updated last year
• Nixtla / transfer-learning-time-series
  Transfer 🤗 Learning for Time Series Forecasting
  ☆255Updated last year
• greatwhiz / tft_tf2
  Temporal Fusion Transformers for Tensorflow 2.x
  ☆185Updated 2 years ago
• thuml / AutoTimes
  Official implementation for "AutoTimes: Autoregressive Time Series Forecasters via Large Language Models"
  ☆256Updated 6 months ago
• ditschuk / pytorch-tsmixer
  A pip-installable PyTorch implementation of TSMixer, providing an easy-to-use and efficient solution for time-series forecasting.
  ☆185Updated 2 years ago
• KasperGroesLudvigsen / influenza_transformer
  PyTorch implementation of Transformer model used in "Deep Transformer Models for Time Series Forecasting: The Influenza Prevalence Case"
  ☆259Updated 3 years ago
• Daniela-Shereen / GBRT-for-TSF
  ☆204Updated 2 years ago
• plumprc / MTS-Mixers
  MTS-Mixers: Multivariate Time Series Forecasting via Factorized Temporal and Channel Mixing
  ☆242Updated 6 months ago
• CVxTz / time_series_forecasting
  ☆204Updated 4 years ago
• thuml / TimeXer
  Official implementation for "TimeXer: Empowering Transformers for Time Series Forecasting with Exogenous Variables" (NeurIPS 2024)
  ☆437Updated last year
• kashif / pytorch-transformer-ts
  Repository of Transformer based PyTorch Time Series Models
  ☆316Updated last year
• dehoyosb / temporal_fusion_transformer_pytorch
  ☆241Updated 5 years ago
• DataCanvasIO / HyperTS
  A Full-Pipeline Automated Time Series (AutoTS) Analysis Toolkit.
  ☆285Updated 9 months ago
• cure-lab / Awesome-time-series
  A comprehensive survey on the time series domains
  ☆545Updated last year
• Time-MoE / Time-MoE
  [ICLR 2025 Spotlight] Official implementation of "Time-MoE: Billion-Scale Time Series Foundation Models with Mixture of Experts"
  ☆894Updated last month
• WenjieDu / BrewPOTS
  The tutorials for PyPOTS, guide you to model partially-observed time series datasets.
  ☆125Updated last month
• xiyuanzh / time-series-papers
  An up-to-date list of time-series related papers in AI venues.
  ☆431Updated last year
• Nixtla / datasetsforecast
  Datasets for time series forecasting
  ☆117Updated last month
• thuml / OpenLTM
  Implementations, Pre-training Code and Datasets of Large Time-Series Models
  ☆508Updated 6 months ago
• mims-harvard / UniTS
  A unified multi-task time series model.
  ☆610Updated last year
• liaoyuhua / LLM4TS
  Large Language & Foundation Models for Time Series.
  ☆558Updated last year
• DAMO-DI-ML / NeurIPS2023-One-Fits-All
  The official code for "One Fits All: Power General Time Series Analysis by Pretrained LM (NeurIPS 2023 Spotlight)"
  ☆636Updated 2 years ago
• thuml / Large-Time-Series-Model
  Official code, datasets and checkpoints for "Timer: Generative Pre-trained Transformers Are Large Time Series Models" (ICML 2024) and sub…
  ☆921Updated 6 months ago
• ngruver / llmtime
  ☆819Updated last year