🔬 A Researcher&Agent-Friendly Framework for Time Series Analysis. Train Any Model on Any Dataset!
☆87Jul 20, 2026Updated this week
Alternatives and similar repositories for PyOmniTS
Users that are interested in PyOmniTS are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [AAAI 2026 Oral] Rethinking Irregular Time Series Forecasting: A Simple yet Effective Baseline☆60Apr 22, 2026Updated 2 months ago
- This is an official pytorch implementation for paper "Hi-Patch: Hierarchical Patch GNN for Irregular Multivariate Time Series" (ICML-25).☆19May 2, 2025Updated last year
- ⚠️ migrated to https://github.com/Ladbaby/PyOmniTS A Researcher-Friendly Framework for Time Series Analysis. Train Any Model on Any Datas…☆19Sep 16, 2025Updated 10 months ago
- time series data, pre-training, 1d signal, fusion☆16Mar 6, 2026Updated 4 months ago
- An awesome project on irregular time series and incomplete time series☆119Jul 13, 2026Updated last week
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆39Dec 25, 2024Updated last year
- [KDD 2025] TimeCapsule☆19May 9, 2026Updated 2 months ago
- A modular forecasting library for Irregular Multimodal Multivariate Time Series, accompanying the NeurIPS 2025 paper “Time-IMM: A Dataset…☆19Oct 15, 2025Updated 9 months ago
- Official implementation for "CASA: CNN Autoencoder-based Score Attention for Efficient Multivariate Long-term Time-series Forecasting" (I…☆27May 6, 2025Updated last year
- ☆34May 23, 2025Updated last year
- A benchmark dataset for Irregular Multimodal Multivariate Time Series, introduced in the NeurIPS 2025 paper “Time-IMM: A Dataset and Benc…☆23Jan 5, 2026Updated 6 months ago
- ☆52Aug 6, 2025Updated 11 months ago
- [NeurIPS 2025] Official Implementation for "Glocal Information Bottleneck for Time Series Imputation"☆18Nov 4, 2025Updated 8 months ago
- PyTorch Implementation of "TimeFilter: Patch-Specific Spatial-Temporal Graph Filtration for Time Series Forecasting" (ICML 2025)☆117Jun 27, 2025Updated last year
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- This repository collects awesome representative papers and resources for "From Pre-training to Post-training: A Survey on Time Series Fou…☆48Feb 1, 2026Updated 5 months ago
- [ICML2025] Official Implementation of TimePro☆75Jul 29, 2025Updated 11 months ago
- The code for TFPS☆71Nov 8, 2024Updated last year
- [ICML 2025 Spotlight] K²VAE: A Koopman-Kalman Enhanced Variational AutoEncoder for Probabilistic Time Series Forecasting☆54Jul 31, 2025Updated 11 months ago
- PhaseFormer's official implementation, compatible with TSL.☆27Mar 10, 2026Updated 4 months ago
- [NeurIPS 2025 Spotlight] Enhancing Time Series Forecasting through Selective Representation Spaces: A Patch Perspective☆63Jan 6, 2026Updated 6 months ago
- [ICDE 2026] Code for "FusAD: Time-Frequency Fusion with Adaptive Denoising for General Time Series Analysis".☆22Dec 17, 2025Updated 7 months ago
- [ICLR 2026] GCGNet: Graph-Consistent Generative Network for Time Series Forecasting with Exogenous Variables☆23Mar 10, 2026Updated 4 months ago
- Irregular time series made easy☆23Mar 23, 2026Updated 3 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆26Mar 18, 2026Updated 4 months ago
- This is an official pytorch implementation for paper "Learning Soft Sparse Shapes for Efficient Time-Series Classification" (ICML-25, Spo…☆27Jun 9, 2025Updated last year
- ☆40Jun 19, 2025Updated last year
- Beyond MSE: Ordinal Cross-Entropy for Probabilistic Time Series Forecasting☆18Nov 17, 2025Updated 8 months ago
- ☆40Mar 12, 2026Updated 4 months ago
- Official implementation for AAAI 2026 paper: SimDiff: Simpler Yet Better Diffusion Model for Time Series Point Forecasting☆23Nov 25, 2025Updated 7 months ago
- [AAAI 2026] Official implementation of "TimeMosaic: Information-Density Guided Time Series Forecasting via Adaptive Granularity Patch and…☆77Mar 24, 2026Updated 3 months ago
- [ICML 2025] Official repository of the TQNet paper: "Temporal Query Network for Efficient Multivariate Time Series Forecasting". This wor…☆112May 6, 2026Updated 2 months ago
- [ICML 2026] Official PyTorch implementation of From Observations to States: Latent Time Series Forecasting☆25May 23, 2026Updated last month
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- A novel time series forecasting method, Times2D, transforms 1D data into 2D space using multi-period decomposition and derivative heatmap…☆35Nov 13, 2025Updated 8 months ago
- The code for MedualTime: A Dual-Adapter Language Model for Medical Time Series-Text Multimodal Learning☆17May 13, 2025Updated last year
- [KDD 2025 Most Influential Paper] DUET: Dual Clustering Enhanced Multivariate Time Series Forecasting☆284May 12, 2026Updated 2 months ago
- ☆20Updated this week
- ☆62Apr 12, 2026Updated 3 months ago
- Codebase for TIME benchmark☆52Updated this week
- ☆81Feb 14, 2025Updated last year