This repository is my machine learning toolbox. It contains models that I have created from scratch.
- MDS.py – Multidimensional Scaling
- PCA.py – Principal Component Analysis
- isomap.py - isomap
- Hopfield.py – Hopfield Network
- RBF.py – Radial Basis Function Network
- RBM.py – Restricted Boltzmann Machine
- SLP.py – Single Layer Perceptron
- MLP.py – Multilayer Perceptron
- SVM.py – Support Vector Machine
- ransac.py - Random Sample Consensus
- knn.py - K-Nearest Neighbor Classifer
- kmeans.py - K-Means Clustering