Highlights
- Pro
Stars
The repo is finally unlocked. enjoy the party! The fastest repo in history to surpass 100K stars ⭐. Join Discord: https://discord.gg/5TUQKqFWd Built in Rust using oh-my-codex.
A Collection of Competitive Text-Based Games for Language Model Evaluation and Reinforcement Learning
SPIRAL: Self-Play on Zero-Sum Games Incentivizes Reasoning via Multi-Agent Multi-Turn Reinforcement Learning
A very fast implementation of AlphaZero, applied to games like Splendor, Santorini, The Little Prince, … Browser version available
A Survey on Large Language Model-Based Game Agents
A collection of research papers on Diffusion Models for Weather Forecasting.
A non-saturating, open-ended environment for evaluating LLMs in Factorio
A modular framework for evaluating weather forecasts
Hybrid ML + physics model of the Earth's atmosphere
Fully open reproduction of DeepSeek-R1
Minimal reproduction of DeepSeek R1-Zero
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…
A concise but complete full-attention transformer with a set of promising experimental features from various papers
Python tool for converting files and office documents to Markdown.
Example notebooks showing how to work with ECMWF services and data
Recipes for reproducing Analysis-Ready & Cloud Optimized (ARCO) ERA5 datasets.
A benchmark for the next generation of data-driven global weather models.
Implementation of the Aurora model for Earth system forecasting
Brass: Lancashire and Brass: Birmingham for Tabletop Simulator
A large compression model for weather and climate data, which compresses a 400+ TB ERA5 dataset into a new 0.8 TB CRA5 dataset.
PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)
A collection of resources and papers on Diffusion Models
Conversion between PFDs/P&IDs and SFILES 2.0 strings
A collection of resources regarding the interplay between differential equations, deep learning, dynamical systems, control and numerical methods.
A PyTorch library entirely dedicated to neural differential equations, implicit models and related numerical methods
PDEBench: An Extensive Benchmark for Scientific Machine Learning
A Latex style and template for paper preprints (based on NIPS style)