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Sep 17, 2018 - Jupyter Notebook
delta-learning-rule
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2017 Summer School on the Machine Learning in the Molecular Sciences. This project aims to help you understand some basic machine learning models including neural network optimization plan, random forest, parameter learning, incremental learning paradigm, clustering and decision tree, etc. based on kernel regression and dimensionality reduction,…
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May 16, 2022 - Jupyter Notebook
Lab experiments of Soft Computing Techniques
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Apr 5, 2018 - Python
Delta-learning-rule
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May 31, 2023 - Jupyter Notebook
This repository includes the study of single-layer neural networks for two classes or more classes using perceptron and delta learning algorithms.
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Jan 12, 2021 - C++
Classification was made in 2D space by applying multilayer and multicategory learning rules.
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Jan 11, 2021 - C++
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