Feature Selection using Genetic Algorithm (DEAP Framework)
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Feb 21, 2023 - Python
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deap
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ML hyperparameters tuning and features selection, using evolutionary algorithms.
python machine-learning scikit-learn sklearn feature-selection artificial-intelligence hyperparameters model-selection hyperparameter-optimization evolutionary-algorithms help-wanted looking-for-contributors up-for-grabs automl deap contributions-welcome good-first-issue goodfirstissue begginer-friendly featureselection
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Oct 21, 2024 - Python
CNN architecture exploration using Genetic Algorithm
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Apr 18, 2022 - Python
A Python implementation of the decomposition based multi-objective evolutionary algorithm (MOEA/D)
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Aug 27, 2022 - Python
Emotional Video to Audio Transformation with ANFIS-DeepRNN (Vanilla RNN and LSTM-DeepRNN) [MPE 2020]
audio machine-learning audio-features matlab machinelearning music-generation anfis deap deap-dataset visual-features lindsey-stirling-dataset emotion-labels
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Apr 16, 2020 - MATLAB
A project on improving Neural Networks performance by using Genetic Algorithms.
neural-network tensorflow neat genetic-algorithm neuroevolution python3 transfer-learning memetic-algorithms deap nsga2
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Apr 20, 2020 - Python
Kaggle LANL Earthquake Prediction challenge, Genetic Algorithm (DEAP) CatboostRegressor, private score 2.425 (31 place)
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Jan 24, 2021 - Python
PyTEAP: A Python implementation of Toolbox for Emotion Analysis using Physiological signals (TEAP).
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Dec 8, 2020 - Python
Trefle is a scikit-learn compatible estimator implementing the FuzzyCoCo algorithm that uses a cooperative coevolution algorithm to find and build interpretable fuzzy systems.
python data-science machine-learning scikit-learn evolutionary-algorithm fuzzy-logic deap interpretability
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Jan 12, 2019 - Python
A stochastic circuit optimizer for Cadence Virtuoso, using the NSGA-II genetic algorithm.
python genetic-algorithm circuit optimization-tools circuit-simulation nsga-ii cadence-virtuoso deap ade-xl
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Dec 12, 2021 - Python
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Dec 8, 2024 - Python
Genetic algorithm to solve modular exams scheduling problem written in Python.
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Apr 26, 2017 - Python
python genetic-programming evolutionary-algorithms genetic-algorithms evolutionary-strategy pso deap xcs
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May 10, 2019 - Jupyter Notebook
[ICASSP 2022] EEG - Music Cross Modal Learning
music eeg affective-computing deap emotion-recognition multimodal-learning music-cognition cross-modal-retrieval
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May 11, 2022 - Python
Python Evolutionary Algorithm Visualisation toolkit on DEAP
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Dec 27, 2017 - Python
Motif discovery for DNA sequences using multiobjective optimization and genetic programming.
python bioinformatics transcription-factors motif dna genetic-programming chip-seq regular-expressions strongly-typed transcription-factor-binding pareto-front dna-sequences sequences nsga-ii multiobjective-optimization network-expressions motif-discovery deap jaspar
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Jul 24, 2018 - Python
Evolutionary Composition uses genetic algorithms to create and enhance musical melodies.
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May 5, 2021 - Python
Code for my Master's Thesis at the Institute of Medical Informatics, Universität zu Lübeck.
tensorflow keras human-activity-recognition deap keras-tensorflow opportunity emotion-recognition multi-task-learning
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Jul 29, 2021 - Python
Select materials to output molecules similar to the target molecule with MCTS Solver and Genetic Programming.
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Nov 2, 2024 - Python
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