Algorithm-Implementation

This repositories archived a set of algorithms implemented manually using Python.

Algorithms:

1. Apriori
2. FP Growth
3. Multilayer Perceptron
4. NN-Backpropagation
5. Guassian Mixture Model (GMM) by using the EM algorithm
6. Hidden Markov Model(HMM) by using the EM algorithm
7. Forward functions of 2D convolution, 2D max pooling, and 2D average pooling
8. Backwardfunctions of 2D convolution, 2D max pooling, and 2D average pooling