Machine Learning Notebooks

This repository contains a series of Jupyter Notebooks with different kind of machine learning topics.

🚧 Currently all notebooks are written in Spanish but I plan to translate them to English in a near future.

General

• Naive Bayes Classifier
• Clustering Techniques
• Outlier Detection
• Support Vector Machines (SVM) VS Neural Network
• Random Forest Classifier and Regressor

Neural Networks

• Introduction to Neural Networks with TensowFlow and Keras
• Practical Aspects of Neural Networks
• Convolutional Neural Networks (CNN)

Action models

• STRIPS

Image Processing

• Mathematical Morphology