OptFrame - Optimization Framework
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Updated
May 16, 2024 - C++
OptFrame - Optimization Framework
Evolutionary Algorithms Framework
A (still growing) paper list of Evolutionary Computation (EC) published in some (rather all) top-tier (and also EC-focused) journals and conferences. For EC-focused publications, only Parallel/Distributed EC are covered in the current version.
C++ Large Scale Genetic Programming
Website for the annual Genetic Programming Theory & Practice workshops
Evolutionary Computation: A Modern Perspective ---> This is a free online book, which is actively updated now (from 2023 to 2027).
EC-KitY is a scikit-learn-compatible Python tool kit for doing evolutionary computation.
XCSF learning classifier system: rule-based online evolutionary machine learning
Jenetics - Genetic Algorithm, Genetic Programming, Grammatical Evolution, Evolutionary Algorithm, and Multi-objective Optimization
A Hybrid between Grammar-Guided and Strongly-Typed Genetic Programming in Python
Common machine learning algorithm implementations
Re-implementation of GP-GOMEA that attempts to be simpler to understand and use than the original.
Symbolic regression of physical models via Genetic Programming.
Implementing Conway's Game of Life with genetic algorithms to optimize patterns and explore emergent behaviors within the simulation.
Aeon programming language
Exploring computer generating software using genetic evolution techniques
Graph Optimiser for Learning and Evolution of Models
Automated modeling and machine learning framework FEDOT
A Python package that uses task-based neurons to build neural networks.
This course covers the applied side of algorithmics in machine learning and deep learning, focusing on hands-on coding experience in Python.
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