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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Updated
Jun 1, 2024 - Python
This course covers the applied side of algorithmics in machine learning and deep learning, focusing on hands-on coding experience in Python.
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.
Multitask Optimization Platform (MToP): A MATLAB Optimization Platform for Evolutionary Multitasking
PyPop7: A Pure-Python Library for POPulation-based Black-Box Optimization (BBO), especially their *Large-Scale* versions/variants. https://pypop.rtfd.io/
XCSF learning classifier system: rule-based online evolutionary machine learning
Evolutionary Algorithms Framework
An interactive real-time simulation for evolving multicellular organisms.
Evolutionary Peer Instruction Environment
Genetic Algorithm Evolving To Solve a Phrase
The first open-source AI-driven tool for automatically generating system-level test cases (also known as fuzzing) for web/enterprise applications. Currently targeting whitebox and blackbox testing of Web APIs, like REST, GraphQL and RPC (e.g., gRPC and Thrift).
Optimization of crowd evacuation in case of emergency
Common machine learning algorithm implementations
Streamlining reinforcement learning with RLOps. State-of-the-art RL algorithms and tools.
Automated modeling and machine learning framework FEDOT
A Rust framework supporting a variaty of evolutionary computation (EC) tools
EC-KitY is a scikit-learn-compatible Python tool kit for doing evolutionary computation.
This repositories include the IEEE Congress on Evolutionary Computation Benchmark functions suite (IEEE CEC 2014 2017 2020 2022). You can use the untitled.m to form a figure of the benchmark function.
Evolutionary multi-objective optimization platform
Python library for evolutionary and swarm intelligence algorithms.
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