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Probabilistic language based on pattern matching and constraint propagation, 153 examples
JAX reimplementation of the DeepMind paper "Genie: Generative Interactive Environments"
Code for the ICLR 2024 spotlight paper: "Learning to Act without Actions" (introducing Latent Action Policies)
An extremely fast Python package and project manager, written in Rust.
A high-throughput and memory-efficient inference and serving engine for LLMs
A performant, memory-efficient checkpointing library for PyTorch applications, designed with large, complex distributed workloads in mind.
🏆 A ranked list of awesome Python open-source libraries and tools. Updated weekly.
📘 dict subclass with keylist/keypath support, built-in I/O operations (base64, csv, html, ini, json, pickle, plist, query-string, toml, xls, xml, yaml), s3 support and many utilities.
A collection of modern/faster/saner alternatives to common unix commands.
A new markup-based typesetting system that is powerful and easy to learn.
Guide: Finetune GPT2-XL (1.5 Billion Parameters) and finetune GPT-NEO (2.7 B) on a single GPU with Huggingface Transformers using DeepSpeed
A concise but complete full-attention transformer with a set of promising experimental features from various papers
Implicit MLE: Backpropagating Through Discrete Exponential Family Distributions
Type annotations and runtime checking for shape and dtype of JAX/NumPy/PyTorch/etc. arrays. https://docs.kidger.site/jaxtyping/
A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.
A list of papers regarding generalization in (deep) reinforcement learning
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
Fast Discounted Cumulative Sums in PyTorch
Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)
Wrapper for OpenAI Retro envs for parallel execution
A PyTorch implementation of Rainbow DQN agent
URL testing lists intended for discovering website censorship
