a Python toolbox loads 173 public time series datasets for machine/deep learning with a single line of code. Datasets from multiple domains including healthcare, financial, power, traffic, weather, and etc.
☆233Apr 9, 2026Updated last week
Alternatives and similar repositories for TSDB
Users that are interested in TSDB are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- PyGrinder: a Python toolkit for grinding data beans into the incomplete for real-world data simulation by introducing missing values with…☆66Updated this week
- a Python toolbox for benchmarking machine learning on POTS (Partially-Observed Time Series), supporting processing pipelines of 182 publi…☆42Mar 30, 2026Updated 2 weeks ago
- The official PyTorch implementation of the paper "SAITS: Self-Attention-based Imputation for Time Series". A fast and state-of-the-art (S…☆502Oct 1, 2025Updated 6 months ago
- The tutorials for PyPOTS, guide you to model partially-observed time series datasets.☆127Dec 16, 2025Updated 4 months ago
- A Python toolkit/library for reality-centric machine/deep learning and data mining on partially-observed time series, including SOTA neur…☆1,998Updated this week
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Awesome Deep Learning for Time-Series Imputation, including an unmissable paper and tool list about applying neural networks to impute in…☆416Mar 17, 2026Updated last month
- Tutorials and related talks given by the aeon community☆19Oct 11, 2025Updated 6 months ago
- ☆85May 23, 2022Updated 3 years ago
- This is the official repository of the paper "NRTSI: Non-Recurrent Time Series Imputation"☆15Jun 2, 2023Updated 2 years ago
- Time-Series Work Summary in CS Top Conferences (NIPS, ICML, ICLR, KDD, AAAI, WWW, IJCAI, CIKM, ICDM, ICDE, etc.)☆951Updated this week
- A fast canonical-correlation-based search algorithm for feature selection, system identification, data pruning, etc.☆21Apr 10, 2026Updated last week
- A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.☆1,605Apr 6, 2024Updated 2 years ago
- ☆82Aug 3, 2024Updated last year
- [KDD 2024] "ImputeFormer: Low Rankness-Induced Transformers for Generalizable Spatiotemporal Imputation"☆51May 8, 2025Updated 11 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- An up-to-date list of time-series related papers in AI venues.☆436Jun 15, 2024Updated last year
- Repository for the paper: 'Diffusion-based Time Series Imputation and Forecasting with Structured State Space Models'☆333May 24, 2025Updated 10 months ago
- Codes for "CSDI: Conditional Score-based Diffusion Models for Probabilistic Time Series Imputation"☆444Mar 14, 2024Updated 2 years ago
- ☆30Nov 10, 2023Updated 2 years ago
- A professionally curated list of awesome resources (paper, code, data, etc.) on Self-Supervised Learning for Time Series (SSL4TS).☆375Apr 28, 2024Updated last year
- Official repository for the paper "Graph-based Forecasting with Missing Data through Spatiotemporal Downsampling" (ICML 2024)☆16Mar 3, 2025Updated last year
- A collection of public time series data for machine learning research and modeling.☆29Aug 21, 2023Updated 2 years ago
- ☆885Apr 9, 2017Updated 9 years ago
- Repository of Transformer based PyTorch Time Series Models☆320Nov 8, 2024Updated last year
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Official repository for the paper "Filling the G_ap_s: Multivariate Time Series Imputation by Graph Neural Networks" (ICLR 2022)☆180Jun 22, 2022Updated 3 years ago
- ClaSPy: A Python package for time series segmentation.☆135Mar 19, 2026Updated last month
- A Fair and Scalable Time Series Forecasting Benchmark and Toolkit.☆1,747Dec 23, 2025Updated 3 months ago
- Resources about time series forecasting and deep learning.☆782Updated this week
- A Library for Advanced Deep Time Series Models for General Time Series Analysis.☆12,074Apr 9, 2026Updated last week
- Official code for ICML 2024 paper "An Unsupervised Approach for Periodic Source Detection in Time Series"☆13Feb 21, 2025Updated last year
- Evaluation Tool for Anomaly Detection Algorithms on Time Series☆156Updated this week
- list of papers, code, and other resources☆1,049Aug 13, 2025Updated 8 months ago
- This is an official pytorch implementation for paper "Learning Soft Sparse Shapes for Efficient Time-Series Classification" (ICML-25, Spo…☆20Jun 9, 2025Updated 10 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- A professional list on Large (Language) Models and Foundation Models (LLM, LM, FM) for Time Series, Spatiotemporal, and Event Data.☆1,209Dec 22, 2024Updated last year
- inspired by 'Recurrent Neural Networks for Multivariate Time Series with Missing Values' pytorch ver☆117Mar 5, 2019Updated 7 years ago
- SKAB - Skoltech Anomaly Benchmark. Time-series data for evaluating Anomaly Detection algorithms.☆389Aug 11, 2024Updated last year
- [ICLR 2024] Official implementation of " 🦙 Time-LLM: Time Series Forecasting by Reprogramming Large Language Models"☆2,608Oct 15, 2025Updated 6 months ago
- ImputeGAP is a comprehensive Python library for imputation of missing values in time series data. It implements user-friendly APIs to eas…☆63Jan 22, 2026Updated 2 months ago
- Expand your Training Limits! Generating Training Data for ML-based Data Management☆16Jul 12, 2022Updated 3 years ago
- The official code for "One Fits All: Power General Time Series Analysis by Pretrained LM (NeurIPS 2023 Spotlight)"☆645Jan 8, 2024Updated 2 years ago