Advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE.

Python dictionaries with advanced dot notation access

Dot access dictionary with dynamic hierarchy creation and ordered iteration

A collection of reference environments for offline reinforcement learning

Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.

Open source implementation to the paper "IKFlow: Generating Diverse Inverse Kinematics Solutions"

Evolution Strategies Tool

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

Code for the paper "Planning with Diffusion for Flexible Behavior Synthesis"

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

Fast and memory-efficient exact attention

Code for Paper: “Low-Resource” Text Classification: A Parameter-Free Classification Method with Compressors

A Python implementation of global optimization with gaussian processes.

Pretrained GANs + VAEs + classifiers for MNIST/CIFAR in pytorch.

PyTorch implements a Deep Convolution GAN neural network structure

The fundamental package for scientific computing with Python.

NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMAES, PSO

Evolution Through Large Models

A bestiary of evolutionary, swarm and other metaphor-based algorithms

A customizable badge displaying your Discord account, a server invite, or a bot account.

A Python platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.

High-Resolution Image Synthesis with Latent Diffusion Models

a GitHub action to run `pre-commit`

Run your GitHub Actions locally 🚀

Python Sorted Collections Library

A full featured, fast Command Line Argument Parser for Rust

Manipulation and analysis of geometric objects

LSP signature hint as you type