Stars
TabICLv2: A state-of-the-art tabular foundation model
TS-ICL: a Time-Indexed Foundation Model for Time Series Forecasting & Imputation via In-Context Learning
One stop shop for running AI/ML on AWS.
An open-weights time-series forecasting foundation model from The Forecasting Company.
Post-training framework for large models, from new objectives to new rollout systems.
Train and deploy ML models in the cloud
Time-Series-Optimized Transformer for Observability
Zero-shot Time Series Forecasting with TabPFN (work accepted at NeurIPS 2024 TRL and TSALM workshops)
Record, replay, and improve AI agents in production, built on ZenML
An open, end-to-end implementation of TabPFN-like foundation models, covering synthetic priors/data, training, and evaluation on TabArena.
Forecastbench Datasets, updated nightly
TiRex: Zero-Shot Forecasting Across Long and Short Horizons with Enhanced In-Context Learning
An extremely fast Python type checker and language server, written in Rust.
Pruna is a model optimization framework built for developers, enabling you to deliver faster, more efficient models with minimal overhead.
ML models + benchmark for tabular data classification and regression
⚡ TabPFN: Foundation Model for Tabular Data ⚡
LC-PLM: long-context protein language model based on BiMamba-S architecture
Context is Key: A Benchmark for Forecasting with Essential Textual Information
Source code and data for the paper "SALT: Sales Autocompletion Linked Business Tables Dataset"
Multi-Agent System Powered by LLMs for End-to-end Multimodal ML Automation
Sharing both practical insights and theoretical knowledge about LLM evaluation that we gathered while managing the Open LLM Leaderboard and designing lighteval!
Redset is a dataset containing three months worth of user query metadata that ran on a selected sample of instances in the Amazon Redshift fleet. We provide query metadata for 200 provisioned and s…
A playbook for systematically maximizing the performance of deep learning models.
Unified Training of Universal Time Series Forecasting Transformers