This work introduces LaT-PFN, a novel time series model that combines PFN and JEPA frameworks to generate zero-shot forecasts efficiently, using a versatile latent space that enables adaptable time granularity and superior predictive performance.
☆22Aug 1, 2024Updated 2 years ago
Alternatives and similar repositories for Lat-PFN
Users that are interested in Lat-PFN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Implementation of "TS-JEPA"☆47Nov 17, 2024Updated last year
- Official PyTorch implementation of OTIS: Learning High-Quality Time Series Features With Tiny Encoders (TMLR, 2026)☆21Sep 22, 2026Updated 2 weeks ago
- Fine-grained attention in hierarchical transformers for tabular time-series.☆12Dec 24, 2024Updated last year
- SSCP: Improving Adaptive Conformal Prediction Using Self-supervised Learning (AISTATS 2023)☆17Mar 8, 2023Updated 3 years ago
- ☆25Nov 23, 2021Updated 4 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Open-source toolkit for exploring, quality-checking, and forecasting with the SOLETE renewable-energy dataset. Includes reproducible work…☆14Updated this week
- An extension of Py-Boost to probabilistic modelling☆24Jan 19, 2023Updated 3 years ago
- [JBHI 2024] Self-supervised pre-training on ECG collected in the wild☆15Nov 14, 2023Updated 2 years ago
- TuneTables is a tabular classifier that implements prompt tuning for frozen prior-fitted networks.☆25Mar 31, 2025Updated last year
- ☆46Jul 25, 2024Updated 2 years ago
- This repository contains the experiments related to a new and accurate tree-based global forecasting algorithm named, SETAR-Tree.☆22Jun 4, 2023Updated 3 years ago
- A Python library for anti-clustering algorithms☆10Sep 4, 2025Updated last year
- A mixture density network, by PyTorch, for scikit-learn☆26Feb 27, 2026Updated 7 months ago
- GraphLand: Evaluating Graph Machine Learning Models on Diverse Industrial Data☆37Apr 8, 2026Updated 6 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.
- Uncertainty Quantification with Pre-trained Language Models: An Empirical Analysis☆15Oct 11, 2022Updated 3 years ago
- ☆14May 8, 2025Updated last year
- ☆27May 22, 2026Updated 4 months ago
- Hierarchical Forecasting at Scale☆17Mar 18, 2024Updated 2 years ago
- [TMLR 2025] This is the official code of our Paper "DeformTime: Capturing Variable Dependencies with Deformable Attention for Time Series…☆43Dec 20, 2025Updated 9 months ago
- This repository contains code for the paper: S Bergsma, T Zeyl, JR Anaraki, L Guo, C2FAR: Coarse-to-Fine Autoregressive Networks for Prec…☆13Dec 7, 2023Updated 2 years ago
- Tabular data imputation and generation, with flexible modeling of quantitative features via hierarchical binning (TMLR, 2025)☆16Mar 10, 2025Updated last year
- Official Pytorch Code of Our Paper: Rethinking Multiple Instance Learning for Whole Slide Image Classification: A Good Instance Classifie…☆26May 14, 2024Updated 2 years ago
- ☆13Mar 25, 2023Updated 3 years 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.
- PyTorch implementation of "Rethinking the Power of Timestamps for Robust Time Series Forecasting: A Global-Local Fusion Perspective" (Neu…☆140May 17, 2026Updated 4 months ago
- ☆16Sep 8, 2025Updated last year
- Segment, Shuffle, and Stitch: A Simple Mechanism for Improving Time-Series Representations☆30Oct 26, 2024Updated last year
- Nodes for image juxtaposition for Flux in ComfyUI☆12Apr 22, 2025Updated last year
- The official code of the paper "MF-CLR: Multi-Frequency Contrastive Learning Representation for Time Series" [ICML 2024].☆15Mar 24, 2025Updated last year
- A python package for robust statistics☆22Jul 29, 2026Updated 2 months ago
- The Open Source Hub for DeFi Options Protocols, Enabling Seamless Read and Write Actions Across Diverse Blockchain Platforms☆11Mar 16, 2025Updated last year
- ☆25May 14, 2019Updated 7 years ago
- Plancraft is a minecraft environment and agent suite to test planning capabilities in LLMs☆31Nov 7, 2025Updated 11 months ago
- 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.
- Gradient boosted decision trees for multiple outputs. Better generalization ability, faster training and inference.☆47Jan 20, 2025Updated last year
- Register exponential family curves☆17Feb 16, 2026Updated 7 months ago
- Official PyTorch implementation of the paper "Utilizing Expert Features for Contrastive Learning of Time-Series Representations"☆15Jan 31, 2023Updated 3 years ago
- Tabular In-Context Learning☆122Mar 6, 2025Updated last year
- Isotonic Distributional Regression (IDR)☆21Sep 4, 2026Updated last month
- [Mach. Learn. 2026] Official implementation of "Monotone Composite Quantile Regression via Second-Order Gradient Boosting Framework"☆48Sep 20, 2026Updated 2 weeks ago
- clock_plot provides a simple way to visualize timeseries data, mapping 24 hours onto the 360 degrees of a polar plot☆15Apr 5, 2022Updated 4 years ago