gavinkhung/machine-learning-visualized

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

Master the fundamentals of machine learning, deep learning, and mathematical optimization by building key concepts and models from scratch using Python.

Companion webpage to the book "Mathematics For Machine Learning"

Minimal and clean examples of machine learning algorithms implementations

:earth_americas: machine learning tutorials (mainly in Python3)

Python tutorials in both Jupyter Notebook and youtube format.

Because `model.fit()` isn't an explanation

Jupyter notebooks for the code samples of the book "Deep Learning with Python"