data-science-tutorial

Code material for a data science tutorial

linalg

Least-squares estimation (regression analysis) using Python (statsmodels and Pandas)

regression-python

In this repository you can find many different, small, projects which demonstrate regression tech...

linalg-numpy

Interactive_Machine_Learning

IPython widgets, interactive plots, interactive machine learning

Math_behind_Gradient_Descent

Machine-Learning-and-AI

Personal tasks or codes of Machine Learning and Artificial Intelligence. Practice codes and proje...

fundamentals-of-deep-learning

Course notes and notebooks to teach the fundamentals of how deep learning works; uses PyTorch.

simple-linear-regression

a comprehensive implementation of a simple linear regression algorithm, with tools for data prepr...

LogisticRegression_Vectorized_Implementation

ml-python

Some machine learning algorithms implemented in python.

ml_lecture

intro to ML

scipy-2016-sklearn

Scikit-learn tutorial at SciPy2016

Machine-Learning-Algorithms-From-Scratch

A collection of commonly used machine learning algorithms implemented in Python/Numpy

machine-learning-dataschool

Detailed notes and code to learn the basics of machine learning with scikit-learn.