Pattern Recognition

In this repository I've implemented some algorithms of Statistical Pattern Recognition (SPR) from scratch. The mentioned algorithms can be found in the table below that divided into 5 categories:

• Regression
• Classification
• Clustering
• Decomposition
• metrics

Installation

# create a virtualenv
$ virtualenv -p python3 .vnev

# switch environment to virtualenv
$ source .venv/bin/active

# install requirements
$ pip install -r requirements.txt

Implemented Algorithms

Regression	Classification	Clustering	Decomposition	metrics
Linear	Bayesian	K-Means	PCA	MSE
Logistic	KNN			Accuracy
Softmax	SVM			TTS
				K-Fold