Alternatives and similar repositories for time-series-ptms:

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

• thuml / SimMTM
  About Code release for "SimMTM: A Simple Pre-Training Framework for Masked Time-Series Modeling" (NeurIPS 2023 Spotlight), https://arxiv.…
  ☆126Updated 10 months ago
• DAMO-DI-ML / AI-for-Time-Series-Papers-Tutorials-Surveys
  A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.
  ☆162Updated 2 years ago
• thuml / AutoTimes
  Official implementation for "AutoTimes: Autoregressive Time Series Forecasters via Large Language Models"
  ☆171Updated last month
• itouchz / awesome-deep-time-series-representations
  A curated list of state-of-the-art papers on deep learning for universal representations of time series.
  ☆160Updated 3 months ago
• thuml / OpenLTM
  Open Implementations of Large Time-Series Models
  ☆242Updated last week
• DAMO-DI-ML / KDD2023-DCdetector
  ☆216Updated last year
• xiyuanzh / time-series-papers
  An up-to-date list of time-series related papers in AI venues.
  ☆407Updated 9 months ago
• VEWOXIC / FITS
  FITS: Frequency Interpolation Time Series Analysis Baseline
  ☆167Updated 4 months ago
• ts-kim / RevIN
  RevIN: Reversible Instance Normalization For Accurate Time-series Forecasting Against Distribution Shift
  ☆330Updated 6 months ago
• salesforce / CoST
  PyTorch code for CoST: Contrastive Learning of Disentangled Seasonal-Trend Representations for Time Series Forecasting (ICLR 2022)
  ☆223Updated 2 years ago
• qingsongedu / Awesome-SSL4TS
  A professionally curated list of awesome resources (paper, code, data, etc.) on Self-Supervised Learning for Time Series (SSL4TS).
  ☆317Updated 11 months ago
• Leezekun / ViTST
  [NeurIPS 2023] The official repo for the paper: "Time Series as Images: Vision Transformer for Irregularly Sampled Time Series"."
  ☆143Updated last year
• lss-1138 / SparseTSF
  [ICML 2024 Oral] Official repository of the SparseTSF paper: "SparseTSF: Modeling Long-term Time Series Forecasting with 1k Parameters". …
  ☆173Updated 3 months ago
• ForestsKing / GLAFF
  PyTorch implementation of "Rethinking the Power of Timestamps for Robust Time Series Forecasting: A Global-Local Fusion Perspective" (Neu…
  ☆98Updated 2 months ago
• BennyTMT / LLMsForTimeSeries
  ☆117Updated 3 weeks ago
• Mingyue-Cheng / TimeMAE
  ☆91Updated 4 months ago
• AdityaLab / Time-MMD
  ☆109Updated 2 months ago
• weifantt / Dish-TS
  Time Series Forecasting, Distribution Shift
  ☆79Updated last year
• wanghq21 / MICN
  Code release of paper "MICN: Multi-scale Local and Global Context Modeling for Long-term Series Forecasting" (ICLR 2023)
  ☆109Updated 2 years ago
• plumprc / RTSF
  Revisiting Long-term Time Series Forecasting: An Investigation on Linear Mapping
  ☆79Updated last year
• PSacfc / GPT4TS_Adapter
  ☆51Updated 10 months ago
• DC-research / TEMPO
  The official code for "TEMPO: Prompt-based Generative Pre-trained Transformer for Time Series Forecasting (ICLR 2024)". TEMPO is one of …
  ☆103Updated last month
• BorealisAI / scaleformer
  ☆130Updated 2 years ago
• seunghan96 / pits
  ☆67Updated 10 months ago
• HaoUNSW / PISA
  ☆130Updated 9 months ago
• icantnamemyself / SAN
  Pytorch implementation of NIPS'23 paper: Adaptive Normalization for Non-stationary Time Series Forecasting: A Temporal Slice Perspective
  ☆93Updated last year
• YoZhibo / MSGNet
  MSGNet: Learning Multi-Scale Inter-Series Correlations for Multivariate Time Series Forecasting (AAAI2024)
  ☆162Updated last year
• start2020 / Awesome-TimeSeries-LLM-FM
  The collection of resources about LLM for Time series tasks
  ☆138Updated 9 months ago
• wpf535236337 / LLMs4TS
  ☆125Updated last week
• Secilia-Cxy / SOFTS
  Official implement for "SOFTS: Efficient Multivariate Time Series Forecasting with Series-Core Fusion"(NeurIPS'24) in PyTorch.
  ☆227Updated 4 months ago