- MLP with Numpy: Report - implementation
- MLP with Keras: Report - implementation
- Kohonen’s Self-Organizing Feature Map: Report - implementation
- Image detection - Hopfield: Report - implementation
- Function approximation - RBF vs. MLP: Report - implementation
- Roots of Polynominal (Genetic Algorithm): Report - implementation
- Traveling Salesman (Genetic Algorithm): Report - implementation
- ART: Report - implementation
- LVQ1: Report - implementation
- MNIST Dense: Report - implementation
- MNIST Dense Remove Noise: Report - implementation
- MNIST CNN: Report - implementation
- MNIST CNN Remove Noise: Report - implementation
- Adaboost vs. Fully Connected Nueral Network: implementation
- Inverted Pendulum (Fuzzy): implementation
- Inverted Pendulum (Q-Learning): Report - implementation - Video
- Fuzzy Fan: Report - implementation
- Mountain Car Continuous (Fuzzy): Report - implementation - Video
- Frozen Lake (Q-Learning): Report - implementation
- multi layer perceptron (MLP) step by step: Report - implementation
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This repository contains various networks implementation such as MLP, Hopfield, Kohonen, ART, LVQ1, Genetic algorithms, Adaboost and fuzzy-system, CNN with python.
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ghazaleh-mahmoodi/Neural_Networks
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This repository contains various networks implementation such as MLP, Hopfield, Kohonen, ART, LVQ1, Genetic algorithms, Adaboost and fuzzy-system, CNN with python.
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