Alternatives and similar repositories for TSDB:

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

• WenjieDu / Awesome_Imputation
  Awesome Deep Learning for Time-Series Imputation, including a must-read paper list about applying neural networks to impute incomplete ti…
  ☆251Updated 7 months ago
• WenjieDu / SAITS
  The official PyTorch implementation of the paper "SAITS: Self-Attention-based Imputation for Time Series". A fast and state-of-the-art (S…
  ☆361Updated 4 months ago
• WenjieDu / PyGrinder
  PyGrinder: a Python toolkit for grinding data beans into the incomplete for real-world data simulation by introducing missing values with…
  ☆40Updated last month
• xiyuanzh / time-series-papers
  An up-to-date list of time-series related papers in AI venues.
  ☆387Updated 7 months ago
• salesforce / CoST
  PyTorch code for CoST: Contrastive Learning of Disentangled Seasonal-Trend Representations for Time Series Forecasting (ICLR 2022)
  ☆221Updated last year
• WenjieDu / BenchPOTS
  a Python toolbox for benchmarking machine learning on POTS (Partially-Observed Time Series), supporting processing pipelines of 172 publi…
  ☆20Updated 4 months ago
• qingsongedu / Awesome-SSL4TS
  A professionally curated list of awesome resources (paper, code, data, etc.) on Self-Supervised Learning for Time Series (SSL4TS).
  ☆303Updated 9 months ago
• itouchz / awesome-deep-time-series-representations
  A curated list of state-of-the-art papers on deep learning for universal representations of time series.
  ☆152Updated last month
• ts-kim / RevIN
  RevIN: Reversible Instance Normalization For Accurate Time-series Forecasting Against Distribution Shift
  ☆298Updated 4 months ago
• WenjieDu / BrewPOTS
  The tutorials for PyPOTS, guide you to model partially-observed time series datasets.
  ☆63Updated 6 months ago
• VEWOXIC / FITS
  FITS: Frequency Interpolation Time Series Analysis Baseline
  ☆153Updated 2 months ago
• thuml / SimMTM
  About Code release for "SimMTM: A Simple Pre-Training Framework for Masked Time-Series Modeling" (NeurIPS 2023 Spotlight), https://arxiv.…
  ☆120Updated 8 months ago
• thuml / AutoTimes
  Official implementation for "AutoTimes: Autoregressive Time Series Forecasters via Large Language Models"
  ☆143Updated last month
• Secilia-Cxy / SOFTS
  Official implement for "SOFTS: Efficient Multivariate Time Series Forecasting with Series-Core Fusion"(NeurIPS'24) in PyTorch.
  ☆212Updated 2 months ago
• reml-lab / mTAN
  Code for "Multi-Time Attention Networks for Irregularly Sampled Time Series", ICLR 2021.
  ☆126Updated 3 years ago
• Zeying-Gong / PatchMixer
  About Code release for "PatchMixer: A Patch-Mixing Architecture for Long-Term Time Series Forecasting"
  ☆194Updated 7 months ago
• lss-1138 / SparseTSF
  [ICML 2024 Oral] Official repository of the SparseTSF paper: "SparseTSF: Modeling Long-term Time Series Forecasting with 1k Parameters". …
  ☆169Updated last month
• kashif / pytorch-transformer-ts
  Repository of Transformer based PyTorch Time Series Models
  ☆299Updated 2 months ago
• ML4ITS / TimeVQVAE
  [official] PyTorch implementation of TimeVQVAE from the paper ["Vector Quantized Time Series Generation with a Bidirectional Prior Model"…
  ☆123Updated last month
• amazon-science / unconditional-time-series-diffusion
  Official PyTorch implementation of TSDiff models presented in the NeurIPS 2023 paper "Predict, Refine, Synthesize: Self-Guiding Diffusion…
  ☆167Updated 11 months ago
• BorealisAI / scaleformer
  ☆125Updated last year
• salesforce / ETSformer
  PyTorch code for ETSformer: Exponential Smoothing Transformers for Time-series Forecasting
  ☆268Updated 8 months ago
• ChangWeiTan / TS-Extrinsic-Regression
  This repository contains the source code for time series regression.
  ☆97Updated last year
• thuml / Koopa
  Code release for "Koopa: Learning Non-stationary Time Series Dynamics with Koopman Predictors" (NeurIPS 2023), https://arxiv.org/abs/2305…
  ☆203Updated 6 months ago
• Leezekun / ViTST
  [NeurIPS 2023] The official repo for the paper: "Time Series as Images: Vision Transformer for Irregularly Sampled Time Series"."
  ☆128Updated last year
• ditschuk / pytorch-tsmixer
  A pip-installable PyTorch implementation of TSMixer, providing an easy-to-use and efficient solution for time-series forecasting.
  ☆132Updated last year
• TheDatumOrg / TSB-AD
  TSB-AD: Towards A Reliable Time-Series Anomaly Detection Benchmark
  ☆72Updated last week
• aikunyi / FreTS
  Official implementation of the paper "Frequency-domain MLPs are More Effective Learners in Time Series Forecasting"
  ☆156Updated 10 months ago
• Graph-Machine-Learning-Group / grin
  Official repository for the paper "Filling the G_ap_s: Multivariate Time Series Imputation by Graph Neural Networks" (ICLR 2022)
  ☆160Updated 2 years ago
• qianlima-lab / time-series-ptms
  This is an official implementation code for paper "A Survey on Time-Series Pre-Trained Models" (TKDE-24).
  ☆165Updated 3 months ago