Cython (.pyx) code in Python
This tutorial will show you how to use Cython (.pyx) in Python. Cython is a superset of Python that compiles to C. Cython modules can… Read More »Cython (.pyx) code in Python
Python
Decision Tree Classification in Python
I am going to implement algorithms for decision tree classification in this tutorial. I am going to train a simple decision tree and two decision… Read More »Decision Tree Classification in Python
Support Vector Machine (SVM) Classification in Python
I am going to implement a Support Vector Machine (SVM) algorithm for classification in this tutorial. I am going to visualize the data set, find… Read More »Support Vector Machine (SVM) Classification in Python
Naive Bayes for text classification in Python
I am going to use Multinomial Naive Bayes and Python to perform text classification in this tutorial. I am going to use the 20 Newsgroups… Read More »Naive Bayes for text classification in Python
Linear Regression for share prices in Python
This tutorial shows you how to implement a linear regression algorithm to predict share prices in Python. I am using data from Ericsson AB to… Read More »Linear Regression for share prices in Python
K-Nearest Neighbors Classification in Python
This tutorial will show you how to implement a K-Nearest Neighbors algorithm for classification in Python. We are going to visualize a data set, find… Read More »K-Nearest Neighbors Classification in Python