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Zero-shot Time Series Forecasting with TabPFN (work accepted at NeurIPS 2024 TRL and TSALM workshops)

Jupyter Notebook 112 4 Updated Feb 28, 2025

⚡ TabPFN: Foundation Model for Tabular Data ⚡

Python 2,767 228 Updated Feb 28, 2025

ProbTS is a benchmarking toolkit for time series forecasting.

Python 147 18 Updated Feb 22, 2025
Jupyter Notebook 73 20 Updated Feb 24, 2025

Context is Key: A Benchmark for Forecasting with Essential Textual Information

Jupyter Notebook 51 9 Updated Feb 6, 2025

Codebase for Aria - an Open Multimodal Native MoE

Jupyter Notebook 1,005 85 Updated Jan 22, 2025

LLM101n: Let's build a Storyteller

32,015 1,739 Updated Aug 1, 2024

Megatron's multi-modal data loader

Python 167 19 Updated Feb 27, 2025

Gradient Boosting Reinforcement Learning (GBRL)

C++ 101 6 Updated Feb 4, 2025

Just a pet project.

1 Updated Jun 10, 2024

Modern Fixed Point Systems using Pytorch

Python 86 11 Updated Oct 31, 2023
Jupyter Notebook 2 Updated Jun 5, 2024

MOMENT: A Family of Open Time-series Foundation Models

TypeScript 464 72 Updated Oct 19, 2024
Python 12 2 Updated Oct 22, 2024

TimesFM (Time Series Foundation Model) is a pretrained time-series foundation model developed by Google Research for time-series forecasting.

Python 4,396 399 Updated Feb 17, 2025

Kolmogorov Arnold Networks

Jupyter Notebook 15,448 1,453 Updated Jan 19, 2025
JavaScript 262 35 Updated Jan 24, 2025

[PVLDB 2024 Best Paper Nomination] TFB: Towards Comprehensive and Fair Benchmarking of Time Series Forecasting Methods

Shell 447 48 Updated Feb 26, 2025

HPT - Open Multimodal LLMs from HyperGAI

Python 313 21 Updated Jun 6, 2024

Puzzles for learning Triton

Jupyter Notebook 1,446 105 Updated Nov 18, 2024

Development repository for the Triton language and compiler

MLIR 14,652 1,827 Updated Feb 28, 2025

Chronos: Pretrained Models for Probabilistic Time Series Forecasting

Python 2,990 329 Updated Feb 19, 2025

Type annotations and runtime checking for shape and dtype of JAX/NumPy/PyTorch/etc. arrays. https://docs.kidger.site/jaxtyping/

Python 1,331 68 Updated Feb 24, 2025
Python 65 9 Updated Mar 26, 2024

OpTree: Optimized PyTree Utilities

Python 167 8 Updated Feb 27, 2025

A unified multi-task time series model.

Python 507 71 Updated Sep 26, 2024

Forecasting: principles and practice in python

Jupyter Notebook 123 27 Updated Jun 9, 2023
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