This repo was created for a personal portfolio. Here you will find a lot of algorithms and projects related to Machine Learning. This is a collection of everything I have studied, developed and tested, including codes from books, articles and mine. Feel free to explore the codes yourselves as everything is under MIT license.
| Classification | Regression | Clustering |
|---|---|---|
| Decision Tree | Linear Regression | K-Means |
| KNN | Linear Regression (Multiple vars) | Mean Shift |
| Logistic Regression | Neural Network | |
| Naive Bayes | Random Forest | |
| Neural Network | ||
| Random Forest | ||
| SVM |
- Handwritten digits recognition: A Convolutional Neural Network to classify the MNIST dataset with 99.22% accuracy.
- Blood detection on CT scans: A 3D Convolutional Neural Network to classify blood presence on CT scans with accuracy of 85.71%. Dicom preprocessing script included. Note: The dataset used in this project is not public, but you are able to see the results.