Official repository for "TimePFN: Effective Multivariate Time Series Forecasting with Synthetic Data" (AAAI 2025).
☆41Jul 29, 2025Updated last year
Alternatives and similar repositories for TimePFN
Users that are interested in TimePFN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 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
- [ICML'25] Breaking Silos: Adaptive Model Fusion Unlocks Better Time Series Forecasting | 样本级别的自适应多模型集成时间序列预测☆34May 22, 2025Updated last year
- [IJCAI 2026] Official implementation of "EventTSF: Event-Aware Non-Stationary Time Series Forecasting"☆22Jul 20, 2026Updated 3 months ago
- ☆14Jan 22, 2025Updated last year
- Official implementation of the paper "Amplifier: Bringing Attention to Neglected Low-Energy Components in Time Series Forecasting".☆34Mar 11, 2026Updated 7 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.
- Official implements for 'CPiRi: Channel Permutation-Invariant Relational Interaction for Multivariate Time Series Forecasting'.☆36Sep 4, 2026Updated last month
- The code for FilterTS: Comprehensive Frequency Filtering for Multivariate Time Series Forecasting☆31May 11, 2025Updated last year
- Multi-scale Finetuning for Encoder-based Time Series Foundation Models☆18Sep 23, 2025Updated last year
- Time Series Representations with Hard-Coded Invariances Accepted at ICML2025☆13May 26, 2025Updated last year
- [ICLR 2026] Official implementation of the paper "Local Geometry Attention for Time Series Forecasting under Realistic Corruptions"☆15Feb 24, 2026Updated 8 months ago
- The official implementation for the paper "ST-MTM: Masked Time Series Modeling with Seasonal-Trend Decomposition for Time Series Forecast…☆12May 22, 2025Updated last year
- [AAAI'26] M2FMoE: Multi-Resolution Multi-View Frequency Mixture-of-Experts for Extreme-Adaptive Time Series Forecasting☆12May 7, 2026Updated 5 months ago
- A Dynamic Stiefel Graph Neural Network for Efficient Spatio-Temporal Time Series Forecasting☆12May 11, 2026Updated 5 months ago
- Official implementation for "SimpleTM: A Simple Baseline For Multivariate Time Series Forcasting" (ICLR 2025)☆53May 28, 2025Updated last year
- 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.
- 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
- The official implementation of paper "Disentangled Parameter-Efficient Linear Model for Long-Term Time Series Forecasting" (DASFAA 2026)☆18Apr 21, 2026Updated 6 months ago
- Implementation of the paper "In-context Time Series Predictor" (ICLR 2025)☆18Feb 11, 2025Updated last year
- [AAAI 2026] Official repository of the EMAformer paper: "EMAformer: Enhancing Transformer through Embedding Armor for Time Series Forecas…☆42Dec 3, 2025Updated 10 months ago
- This is an implementation of the paper: Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels (KDD 25)☆15Jan 17, 2025Updated last year
- [ICML 2026] ReNF:RETHINKING THE DESIGN OF NEURAL LONG-TERM TIME SERIES FORECASTERS☆16Jul 16, 2026Updated 3 months ago
- Official implementation for AAAI 2026 paper: FreDN: Frequency Domain Decomposition Network for Long-term Time Series Forecasting☆15Apr 1, 2026Updated 7 months ago
- official implementation for "Quadratic Direct Forecast for Training Multi-Step Time-Series Forecast Models"☆13Nov 28, 2025Updated 11 months ago
- ☆24Sep 3, 2020Updated 6 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- [NeurIPS 2025] AliO: Output Alignment Matters in Long-Term Time Series Forecasing☆11Oct 19, 2026Updated last week
- The official implementation of "FreqMoE: Enhancing Time Series Forecasting through Frequency Decomposition Mixture of Experts"☆56Mar 17, 2025Updated last year
- [ICLR 2026] GCGNet: Graph-Consistent Generative Network for Time Series Forecasting with Exogenous Variables☆27Mar 10, 2026Updated 7 months ago
- CoGenCast: A Coupled Autoregressive–Flow Generative Framework for Time Series Forecasting☆11May 31, 2026Updated 5 months ago
- PyTorch Implementation of "Bridging Past and Future: Distribution-Aware Alignment for Time Series Forecasting" (ICLR 2026)☆31Jun 10, 2026Updated 4 months ago
- ☆27May 22, 2026Updated 5 months ago
- Source code for "Scalable Transformer for High Dimensional Multivariate Time Series Forecasting" (Accepted by CIKM-24)☆19Jan 13, 2025Updated last year
- ☆87Mar 6, 2024Updated 2 years ago
- ☆36Feb 28, 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.
- [NeurIPS 2025 Spotlight] Enhancing Time Series Forecasting through Selective Representation Spaces: A Patch Perspective☆66Jan 6, 2026Updated 9 months ago
- ☆66Apr 12, 2026Updated 6 months ago
- ☆41Dec 25, 2024Updated last year
- ☆16Jan 20, 2025Updated last year
- [ICML 2025 Spotlight] K²VAE: A Koopman-Kalman Enhanced Variational AutoEncoder for Probabilistic Time Series Forecasting☆60Jul 31, 2025Updated last year
- [AAAI 2025] Official Implementation of "HDT: Hierarchical Discrete Transformer for Multivariate Time Series Forecasting"☆19Feb 17, 2025Updated last year
- Official implementation of "Proactive Model Adaptation Against Concept Drift for Online Time Series Forecasting" (KDD'25), a novel online…☆67Dec 25, 2025Updated 10 months ago