DS3_practical_optim_for_ml

Notebooks from DS3 course on practical optimization

Interactive_Machine_Learning

IPython widgets, interactive plots, interactive machine learning

working_ml

Examples of applied machine learning

scikit-learn-videos

Jupyter notebooks from the scikit-learn video series

Machine-Learning-Algorithms-From-Scratch

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

fundamentals-of-deep-learning

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

MachineLearning_Ng

吴恩达机器学习coursera课程，学习代码(2017年秋) The Stanford Coursera course on MachineLearning with Andrew Ng

mlai2015

Machine learning and adaptive intelligence module for 2015.

ml_lecture

intro to ML

MachineLearningRecipes

A video tutorial to Machine Learning by Google Developers, found here:

stat451-machine-learning-fs20

STAT 451: Intro to Machine Learning @ UW-Madison (Fall 2020)

Machine-Learning-and-AI

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

SVM-using-Numpy

Linear_Regression_Detailed_Implementation

ml-python

Some machine learning algorithms implemented in python.