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A playbook for systematically maximizing the performance of deep learning models.

28,018 2,311 Updated Jun 18, 2024

Files from the published Alpha Star paper by DeepMind

Python 16 4 Updated Nov 14, 2019

RevIN: Reversible Instance Normalization For Accurate Time-series Forecasting Against Distribution Shift

Python 311 28 Updated Sep 13, 2024

Motion imitation with deep reinforcement learning.

C++ 2,389 491 Updated Jul 13, 2024

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

Python 16,031 4,884 Updated Aug 1, 2024

Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

Python 2,947 462 Updated Apr 22, 2023

Simple, readable, yet full-featured implementation of PPO in Pytorch

Python 45 8 Updated Mar 25, 2022

Tutorials for reinforcement learning in PyTorch and Gym by implementing a few of the popular algorithms. [IN PROGRESS]

Jupyter Notebook 273 78 Updated Oct 23, 2020

IntroductionConsider a data communication network that must route data packets (email, MP3 files, or videofiles, for example). Such a network consists of routers connected by physical cables or lin…

Java 2 Updated Feb 6, 2019

A large-scale benchmark and learning environment.

Python 1,279 255 Updated Jan 25, 2025

A customisable 3D platform for agent-based AI research

C 7,175 1,373 Updated Jan 4, 2023

robosuite: A Modular Simulation Framework and Benchmark for Robot Learning

Python 1,486 463 Updated Feb 18, 2025
Python 1,288 88 Updated Jan 23, 2025

Optax is a gradient processing and optimization library for JAX.

Python 1,802 208 Updated Feb 17, 2025

SecLists is the security tester's companion. It's a collection of multiple types of lists used during security assessments, collected in one place. List types include usernames, passwords, URLs, se…

PHP 60,827 24,139 Updated Feb 18, 2025

Serve, optimize and scale PyTorch models in production

Java 4,296 870 Updated Feb 13, 2025

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

Python 31,329 2,895 Updated Feb 19, 2025

Flax is a neural network library for JAX that is designed for flexibility.

Jupyter Notebook 6,343 667 Updated Feb 19, 2025

Reimplementation of World-Models (Ha and Schmidhuber 2018) in pytorch

Python 594 133 Updated Jul 19, 2022

Collection of reinforcement learning algorithms

Python 2,589 555 Updated Jun 17, 2024

Softlearning is a reinforcement learning framework for training maximum entropy policies in continuous domains. Includes the official implementation of the Soft Actor-Critic algorithm.

Python 1,268 244 Updated Nov 29, 2023

A collection of resources regarding the interplay between differential equations, deep learning, dynamical systems, control and numerical methods.

1,392 154 Updated Sep 13, 2024

A PyTorch library entirely dedicated to neural differential equations, implicit models and related numerical methods

Jupyter Notebook 1,441 131 Updated May 2, 2024

Google Brain AutoML

Jupyter Notebook 6,309 1,454 Updated Apr 2, 2024

Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.

Python 5,776 948 Updated Feb 13, 2025

FastAPI framework, high performance, easy to learn, fast to code, ready for production

Python 81,083 6,970 Updated Feb 18, 2025

Hydra is a framework for elegantly configuring complex applications

Python 9,054 662 Updated Feb 18, 2025
Python 1 Updated Sep 2, 2019

A scikit-learn compatible neural network library that wraps PyTorch

Jupyter Notebook 5,964 394 Updated Feb 4, 2025
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