Repository Index

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

• ray
• distributed
• parallel
• machine-learning

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

• machine-learning
• deep-learning
• deep-neural-networks
• pattern-recognition

PennyLane is an open-source quantum software platform for quantum computing, quantum machine learning, and quantum chemistry. Create meaningful quantum algorithms, from inspiration to implementation.

• quantum
• machine-learning
• deep-learning
• neural-network

:sunglasses: A curated list of robotics libraries and software

• robotics-libraries
• multibody-dynamics
• simulation
• robotics

2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.

• machine-learning
• python
• statistics
• scikit-learn

Optax is a gradient processing and optimization library for JAX.

• machine-learning
• optimization

Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).

• python
• genetic-algorithm
• optimization
• numpy

MLBox is a powerful Automated Machine Learning python library.

• machine-learning
• auto-ml
• kaggle
• deep-learning

A curated list of awesome links and software libraries that are useful for robots.

• robotics
• robot
• ros
• tensorflow

A research toolkit for particle swarm optimization in Python

• particle-swarm-optimization
• optimization-tools
• pso
• global-optimization

Owl - OCaml Scientific Computing @ https://ocaml.xyz

• matrix
• linear-algebra
• ndarray
• statistical-functions

:four_leaf_clover: Evolutionary optimization library for Go (genetic algorithm, partical swarm optimization, differential evolution)

• go
• optimization
• parallel
• machine-learning

Module for statistical learning, with a particular emphasis on time-dependent modelling

• machine-learning
• python
• point-process
• optimization

🎯 A comprehensive gradient-free optimization framework written in Python

• metaheuristics
• optimization
• optimization-algorithms
• python

Maze Applied Reinforcement Learning Framework

• reinforcement-learning
• python
• machine-learning
• simulation

zoofs is a python library for performing feature selection using a variety of nature-inspired wrapper algorithms. The algorithms range from swarm-intelligence to physics-based to Evolutionary. It's easy to use , flexible and powerful tool to reduce your feature size.

• machine-learning
• python
• evolutionary-algorithms
• genetic-algorithm

Optimising chemical reactions using machine learning

• chemistry
• machine-learning
• optimization
• bayesian-optimization

Workbench for practical machine learning in Ruby.

• machine-learning
• machine-learning-algorithms
• neural-network
• neural-networks