README.md

Neural Networks Learning

1. MLP with Numpy: Report - implementation
2. MLP with Keras: Report - implementation
3. Kohonen’s Self-Organizing Feature Map: Report - implementation
4. Image detection - Hopfield: Report - implementation
5. Function approximation - RBF vs. MLP: Report - implementation
6. Roots of Polynominal (Genetic Algorithm): Report - implementation
7. Traveling Salesman (Genetic Algorithm): Report - implementation
8. ART: Report - implementation
9. LVQ1: Report - implementation
10. MNIST Dense: Report - implementation
11. MNIST Dense Remove Noise: Report - implementation
12. MNIST CNN: Report - implementation
13. MNIST CNN Remove Noise: Report - implementation
14. Adaboost vs. Fully Connected Nueral Network: implementation
15. Inverted Pendulum (Fuzzy): implementation
16. Inverted Pendulum (Q-Learning): Report - implementation - Video
17. Fuzzy Fan: Report - implementation
18. Mountain Car Continuous (Fuzzy): Report - implementation - Video
19. Frozen Lake (Q-Learning): Report - implementation
20. multi layer perceptron (MLP) step by step: Report - implementation