IQCRNN: Certified Stability for Neural Networks
PyTorch IQCRNN enforcing stability guarantees on RNNs via Integral Quadratic Constraints and semidefinite programming....
Reinforcement-Learning
A Framework for Multi-Arm Bandit Problems
Framework for understanding multi-arm bandit algorithms through five dimensions. Covers exploration vs exploitation and …
NEAT: Evolving Neural Network Topologies
Learn about NEAT's approach to evolving neural networks: automatic topology design, historical markings, and speciation …
Breaking Down Machine Learning for the Average Person
Discover how machine learning actually works through three fundamental approaches, explained with everyday examples you …
Cartesian Genetic Programming in Julia
An implementation of Cartesian Genetic Programming (CGP) featuring NEAT-like speciation mechanics and novel crossover …...