StijnVerdenius / Lat-PFNView external linksLinks
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.
☆18Aug 1, 2024Updated last year
Alternatives and similar repositories for Lat-PFN
Users that are interested in Lat-PFN are comparing it to the libraries listed below
Sorting:
- Implementation of "TS-JEPA"☆20Nov 17, 2024Updated last year
- Official PyTorch implementation of OTiS: An open model for general time series analysis.☆17Updated this week
- GraphLand: Evaluating Graph Machine Learning Models on Diverse Industrial Data☆29Updated this week
- Welcome to the SOLETE platform. These scripts are meant to help you using the homonymous dataset [1] and to replicate the results from th…☆11Sep 14, 2023Updated 2 years ago
- Fine-grained attention in hierarchical transformers for tabular time-series.☆12Dec 24, 2024Updated last year
- ☆23Jan 27, 2026Updated 2 weeks ago
- A PyTorch implementation of the Attention Diffusion Network from "Structured Time Series Prediction without Structural Prior"☆14Jul 10, 2022Updated 3 years ago
- SSCP: Improving Adaptive Conformal Prediction Using Self-supervised Learning (AISTATS 2023)☆17Mar 8, 2023Updated 2 years ago
- ☆46Jul 25, 2024Updated last year
- TuneTables is a tabular classifier that implements prompt tuning for frozen prior-fitted networks.☆23Mar 31, 2025Updated 10 months ago
- A mixture density network, by PyTorch, for scikit-learn☆24Dec 3, 2024Updated last year
- ☆25Nov 23, 2021Updated 4 years ago
- This repository contains the experiments related to a new and accurate tree-based global forecasting algorithm named, SETAR-Tree.☆23Jun 4, 2023Updated 2 years ago
- An extension of Py-Boost to probabilistic modelling☆24Jan 19, 2023Updated 3 years ago
- Segment, Shuffle, and Stitch: A Simple Mechanism for Improving Time-Series Representations☆30Oct 26, 2024Updated last year
- A Python library for anti-clustering algorithms☆10Sep 4, 2025Updated 5 months ago
- The Open Source Hub for DeFi Options Protocols, Enabling Seamless Read and Write Actions Across Diverse Blockchain Platforms☆11Mar 16, 2025Updated 11 months ago
- PyTorch implementation of "Rethinking the Power of Timestamps for Robust Time Series Forecasting: A Global-Local Fusion Perspective" (Neu…☆132Jul 15, 2025Updated 7 months ago
- Source code of KDD'22 paper: Learning to Rotate: Quaternion Transformer for Complicated Periodical Time Series Forecasting☆31May 12, 2023Updated 2 years ago
- [TMLR 2025] This is the official code of our Paper "DeformTime: Capturing Variable Dependencies with Deformable Attention for Time Series…☆39Dec 20, 2025Updated last month
- ☆99Jun 12, 2025Updated 8 months ago
- Software implementations of engression by Shen and Meinshausen (2023)☆42Jan 10, 2026Updated last month
- TabSTAR: A Tabular Foundation Model for Tabular Data with Text Fields☆77Jan 13, 2026Updated last month
- In this tutorial, I will show you how to stream realtime Bitcoin data in USD with Websocket and Python programming. With the realtime pri…☆10Sep 19, 2020Updated 5 years ago
- Intuitive symbolic interface for constrained optimization problems. Write natural Python, get automatic gradients and solvers.☆24Feb 9, 2026Updated last week
- Enhanced Explainable Neural Network☆10Dec 25, 2021Updated 4 years ago
- ☆13Nov 24, 2023Updated 2 years ago
- An example of how Lightweight Charts can be integrated into Jupyter Notebook☆13Apr 21, 2021Updated 4 years ago
- Utilities for easy use of custom losses in CatBoost, LightGBM, XGBoost.☆10Updated this week
- code for paper "DRoC: Elevating Large Language Models for Complex Vehicle Routing via Decomposed Retrieval of Constraints"☆25Feb 4, 2025Updated last year
- Official Implementation of VarDrop(AAAI25)☆20Oct 23, 2025Updated 3 months ago
- Sample notebooks for Juno☆11Mar 1, 2025Updated 11 months ago
- The code repository for ICML25 paper "Understanding the Limits of Deep Tabular Methods with Temporal Shift"☆13May 1, 2025Updated 9 months ago
- This repository provides a Python Notebook and resources for calibrating the parameters of the Heston model using observed Call Option pr…☆12Sep 17, 2024Updated last year
- This repository contains the data pipeline code to create a dataset that shows the current and historic electricity generation by UK Bala…☆10May 29, 2024Updated last year
- Foundation Model for Probabilistic Electricity Price Forecasting☆17Sep 29, 2025Updated 4 months ago
- TiRex: Zero-Shot Forecasting Across Long and Short Horizons with Enhanced In-Context Learning☆241Feb 5, 2026Updated last week
- The code for TFPS☆63Nov 8, 2024Updated last year
- ☆13Jan 22, 2025Updated last year