EC-KitY: Evolutionary computation tool kit in Python with seamless machine learning integration

Author:

Sipper MosheORCID,Halperin Tomer,Tzruia Itai,Elyasaf Achiya

Publisher

Elsevier BV

Subject

Computer Science Applications,Software

Reference18 articles.

1. Evolutionary computation: the next major transition of artificial intelligence?;Sipper;BioData Min,2017

2. Conservation machine learning: a case study of random forests;Sipper;Nat Sci Rep,2021

3. Evolution of activation functions for deep learning-based image classification;Lapid,2022

4. An evolutionary, gradient-free, query-efficient, black-box algorithm for generating adversarial instances in deep convolutional neural networks;Lapid;Algorithms,2022

5. Evolving context-aware recommender systems with users in mind;Livne;Expert Syst Appl,2022

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1. Minimizing the EXA-GP Graph-Based Genetic Programming Algorithm for Interpretable Time Series Forecasting;Proceedings of the Genetic and Evolutionary Computation Conference Companion;2024-07-14

2. EXA-GP: Unifying Graph-Based Genetic Programming and Neuroevolution for Explainable Time Series Forecasting;Proceedings of the Genetic and Evolutionary Computation Conference Companion;2024-07-14

3. Evolving Assembly Code in an Adversarial Environment;Proceedings of the Genetic and Evolutionary Computation Conference Companion;2024-07-14

4. EVOVAQ: EVOlutionary algorithms-based toolbox for VAriational Quantum circuits;SoftwareX;2024-05

5. A Melting Pot of Evolution and Learning;Genetic and Evolutionary Computation;2024

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