Pinned Loading

1. SokobanGraphSolver SokobanGraphSolver Public

   Graph-based search algorithms for solving Sokoban. Implements BFS, DFS, Greedy, A*, IDDFS with admissible and non-admissible heuristics. Analyzes performance metrics including solution cost, expand…

   Python

2. GeneticAlgorithmEngine GeneticAlgorithmEngine Public

   genetic algorithms with various crossover, mutation, selection, and replacement methods, in able to find the best character in a video game

   Python

3. PerceptronLearning PerceptronLearning Public

   Implements simple and multilayer perceptron algorithms to solve logic functions and classification problems, including XOR, digit recognition, and generalization tests with noisy data.

   Python

4. UnsupervisedNetworkEU UnsupervisedNetworkEU Public

   unsupervised learning techniques on economic, social, and geographic data of 28 European countries. It includes Kohonen networks for clustering, Oja's rule for principal component analysis, and the…

   Python

5. Autoencoders Autoencoders Public

   Autoencoders for binary character images from the "font.h" dataset. It includes a basic autoencoder for mapping input to a two-dimensional latent space, optimized to learn 5x7 pixel patterns with m…

   Python

6. Articles Articles Public

   For now, just a little thinking on IA available on Medium