🔬 A Researcher&Agent-Friendly Framework for Time Series Analysis. Train Any Model on Any Dataset!
☆106Oct 28, 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☆67Apr 22, 2026Updated 6 months ago
- ☆11Nov 12, 2025Updated 11 months ago
- ⚠️ migrated to https://github.com/Ladbaby/PyOmniTS A Researcher-Friendly Framework for Time Series Analysis. Train Any Model on Any Datas…☆20Sep 16, 2025Updated last year
- An awesome project on irregular time series and incomplete time series☆125Aug 2, 2026Updated 2 months ago
- This is an official pytorch implementation for paper "Hi-Patch: Hierarchical Patch GNN for Irregular Multivariate Time Series" (ICML-25).☆20May 2, 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.
- time series data, pre-training, 1d signal, fusion☆17Mar 6, 2026Updated 7 months ago
- Time Series Representations with Hard-Coded Invariances Accepted at ICML2025☆13May 26, 2025Updated last year
- ☆41Dec 25, 2024Updated last year
- This is code for SEMixer: Semantics Enhanced MLP-Mixer for Multiscale Mixing and Long-term Time Series Forecasting (WWW 2026). SEMixer ca…☆16Jun 26, 2026Updated 4 months ago
- ☆13Jan 23, 2026Updated 9 months ago
- [KDD 2025] TimeCapsule☆19May 9, 2026Updated 5 months ago
- This is code for Amortized Predictability-aware Training Framework for Time Series Forecasting and Classification (APTF, WWW 2026), enabl…☆12Mar 11, 2026Updated 7 months ago
- Official implementation for ICML24 paper "Irregular Multivariate Time Series Forecasting: A Transformable Patching Graph Neural Networks …☆141Nov 28, 2025Updated 11 months ago
- Official implementation for "CASA: CNN Autoencoder-based Score Attention for Efficient Multivariate Long-term Time-series Forecasting" (I…☆26May 6, 2025Updated last year
- 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.
- A modular forecasting library for Irregular Multimodal Multivariate Time Series, accompanying the NeurIPS 2025 paper “Time-IMM: A Dataset…☆24Oct 15, 2025Updated last year
- [ICML 2025 Spotlight] K²VAE: A Koopman-Kalman Enhanced Variational AutoEncoder for Probabilistic Time Series Forecasting☆60Jul 31, 2025Updated last year
- ☆36May 23, 2025Updated last year
- This repository collects awesome representative papers and resources for "From Pre-training to Post-training: A Survey on Time Series Fou…☆55Feb 1, 2026Updated 8 months ago
- PyTorch Implementation of "TimeFilter: Patch-Specific Spatial-Temporal Graph Filtration for Time Series Forecasting" (ICML 2025)☆127Jun 27, 2025Updated last year
- ☆86Feb 14, 2025Updated last year
- [ICML2025] Official Implementation of TimePro☆78Jul 29, 2025Updated last year
- PhaseFormer's official implementation, compatible with TSL.☆35Mar 10, 2026Updated 7 months ago
- ☆51Aug 6, 2025Updated last year
- 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 benchmark dataset for Irregular Multimodal Multivariate Time Series, introduced in the NeurIPS 2025 paper “Time-IMM: A Dataset and Benc…☆28Jan 5, 2026Updated 9 months ago
- The implementation of paper: IMTS is Worth Time × Channel Patches: Visual Masked Autoencoders for Irregular Multivariate Time Series Pred…☆14May 31, 2025Updated last year
- [ICML 2026] SEER: Transformer-based Robust Time Series Forecasting via Automated Patch Enhancement and Replacement☆12May 12, 2026Updated 5 months ago
- [NeurIPS 2025] Official Implementation for "Glocal Information Bottleneck for Time Series Imputation"☆19Nov 4, 2025Updated 11 months ago
- [ICML 2025] Official repository of the TQNet paper: "Temporal Query Network for Efficient Multivariate Time Series Forecasting". This wor…☆124May 6, 2026Updated 5 months ago
- A novel time series forecasting method, Times2D, transforms 1D data into 2D space using multi-period decomposition and derivative heatmap…☆36Sep 23, 2026Updated last month
- The code for TFPS☆74Nov 8, 2024Updated last year
- [ICLR 2026] GCGNet: Graph-Consistent Generative Network for Time Series Forecasting with Exogenous Variables☆27Mar 10, 2026Updated 7 months ago
- [NeurIPS 2025 Spotlight] Enhancing Time Series Forecasting through Selective Representation Spaces: A Patch Perspective☆66Jan 6, 2026Updated 9 months ago
- 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.
- [ICDE 2026] Code for "FusAD: Time-Frequency Fusion with Adaptive Denoising for General Time Series Analysis".☆23Dec 17, 2025Updated 10 months ago
- ☆26Mar 18, 2026Updated 7 months ago
- ☆105Jun 12, 2025Updated last year
- ☆66Apr 12, 2026Updated 6 months ago
- [AAAI 2026] Official implementation of "TimeMosaic: Information-Density Guided Time Series Forecasting via Adaptive Granularity Patch and…☆81Mar 24, 2026Updated 7 months ago
- ☆24Mar 23, 2026Updated 7 months ago
- [ICML 2025] Official implementation of "AdaPTS: Adapting Univariate Foundation Models to Probabilistic Multivariate Time Series Forecasti…☆50Jan 13, 2026Updated 9 months ago