☆68Nov 25, 2025Updated 11 months ago
Alternatives and similar repositories for LightGTS
Users that are interested in LightGTS are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ICLR 2026] GCGNet: Graph-Consistent Generative Network for Time Series Forecasting with Exogenous Variables☆27Mar 10, 2026Updated 7 months ago
- [KDD 2025] TimeCapsule☆19May 9, 2026Updated 5 months ago
- WPMixer: Efficient Multi-Resolution Mixing for Long-Term Time Series Forecasting (AAAI-2025)☆89Jun 17, 2026Updated 4 months ago
- [ICML 2025 Spotlight] K²VAE: A Koopman-Kalman Enhanced Variational AutoEncoder for Probabilistic Time Series Forecasting☆60Jul 31, 2025Updated last year
- [NeurIPS 2025 Spotlight] Enhancing Time Series Forecasting through Selective Representation Spaces: A Patch Perspective☆66Jan 6, 2026Updated 9 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- time series data, pre-training, 1d signal, fusion☆17Mar 6, 2026Updated 7 months ago
- This is the official repository for the ICLR 2025 Conference Paper - Fast and Slow Streams for Online Time Series Forecasting without Inf…☆19Apr 30, 2025Updated last year
- ☆40Jun 19, 2025Updated last year
- [TPAMI 2026 & ICML 2024 Oral] Official repository of the SparseTSF paper: "SparseTSF: Modeling Long-term Time Series Forecasting with 1k …☆281Oct 22, 2026Updated last week
- [ICML 2025] Time-VLM: Exploring Multimodal Vision-Language Models for Augmented Time Series Forecasting☆141Jun 6, 2026Updated 4 months ago
- [AAAI 2025] Official implementation of "xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition"☆126Apr 15, 2025Updated last year
- [ICML 2026] DAG: A Dual Correlation Network for Time Series Forecasting with Exogenous Variables☆52May 15, 2026Updated 5 months ago
- ☆58Mar 10, 2026Updated 7 months ago
- Time Series Representations with Hard-Coded Invariances Accepted at ICML2025☆13May 26, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- The implementation of paper: IMTS is Worth Time × Channel Patches: Visual Masked Autoencoders for Irregular Multivariate Time Series Pred…☆14May 31, 2025Updated last year
- This is an official repository for "Harnessing Vision Models for Time Series Analysis: A Survey".☆90Updated this week
- Official implementation for "SimpleTM: A Simple Baseline For Multivariate Time Series Forcasting" (ICLR 2025)☆53May 28, 2025Updated last year
- ☆24Jul 18, 2026Updated 3 months ago
- Code for our paper "VisionTS: Visual Masked Autoencoders Are Free-Lunch Zero-Shot Time Series Forecasters".☆289Aug 13, 2025Updated last year
- [NeurIPS 2025] Official implementation of "SEMPO: Lightweight Foundation Models for Time Series Forecasting"☆34May 2, 2026Updated 6 months ago
- Official implementation of "TimeBridge: Non-Stationarity Matters for Long-term Time Series Forecasting" (ICML 2025)☆226May 16, 2025Updated last year
- ☆150Jun 13, 2025Updated last year
- 🔬 A Researcher&Agent-Friendly Framework for Time Series Analysis. Train Any Model on Any Dataset!☆106Updated this week
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Official code repository for paper "VisionTS++: Cross-Modal Time Series Foundation Model with Continual Pre-trained Visual Backbones"☆41Nov 9, 2025Updated 11 months ago
- [ICML 2026] SEER: Transformer-based Robust Time Series Forecasting via Automated Patch Enhancement and Replacement☆12May 12, 2026Updated 5 months ago
- FORMED: Foundation Model Repuposed for Medical Time Series Classification☆18Nov 14, 2025Updated 11 months ago
- Official implement of ATFNet: Adaptive Time-Frequency Ensembled Network for Long-term Time Series Forecasting☆145Oct 22, 2024Updated 2 years ago
- ☆21Feb 13, 2026Updated 8 months ago
- [AAAI 2026] Towards Non-Stationary Time Series Forecasting with Temporal Stabilization and Frequency Differencing☆49Jan 27, 2026Updated 9 months ago
- [KDD 2025 Most Influential Paper] DUET: Dual Clustering Enhanced Multivariate Time Series Forecasting☆299May 12, 2026Updated 5 months ago
- CoGenCast: A Coupled Autoregressive–Flow Generative Framework for Time Series Forecasting☆11May 31, 2026Updated 5 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
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- [NeurIPS 2026] Official implementation of "🎲 EntroPE: Entropy Guided Dynamic Patch Segmentation for Time Series Transformers"☆50Oct 22, 2026Updated last week
- ☆25Nov 11, 2025Updated 11 months ago
- About model release for "Sundial: A Family of Highly Capable Time Series Foundation Models" (ICML 2025 Oral)☆234Sep 12, 2025Updated last year
- Official code, datasets and checkpoints for "Timer: Generative Pre-trained Transformers Are Large Time Series Models" (ICML 2024) and sub…☆1,024Mar 22, 2026Updated 7 months ago
- The offical repo of "Teaching Time Series to See and Speak: Forecasting with Aligned Visual and Textual Perspectives"☆49Aug 7, 2025Updated last year
- [ICLR 2026] Aurora: Towards Universal Generative Multimodal Time Series Forecasting☆80Apr 29, 2026Updated 6 months ago
- ☆51Aug 6, 2025Updated last year