Learning from data

Programming exercises for the book/course Learning from Data by the Caltech professor Abu-Mostafa.

Name		Name	Last commit message	Last commit date
Latest commit History 66 Commits
data		data
.gitignore		.gitignore
Homework 8.ipynb		Homework 8.ipynb
LICENSE		LICENSE
README.md		README.md
excercise 1.10 - hoeffding bound.ipynb		excercise 1.10 - hoeffding bound.ipynb
excercise 1.4 - perceptron.ipynb		excercise 1.4 - perceptron.ipynb
excercise 1.4 - perceptron.py		excercise 1.4 - perceptron.py
homework 2.5 (linear regression).ipynb		homework 2.5 (linear regression).ipynb
homework 3.4-3.5 (VC & bias-variance).ipynb		homework 3.4-3.5 (VC & bias-variance).ipynb
homework 5.5-5.7 (gradient descent).ipynb		homework 5.5-5.7 (gradient descent).ipynb
homework 5.8-5.9 (logistic regression).ipynb		homework 5.8-5.9 (logistic regression).ipynb
homework 6.2-6.6.ipynb		homework 6.2-6.6.ipynb
homework 7.1-7.6.ipynb		homework 7.1-7.6.ipynb
homework 7.8-7.10.ipynb		homework 7.8-7.10.ipynb
id_rsa_sfotiadis		id_rsa_sfotiadis
id_rsa_sfotiadis.pub		id_rsa_sfotiadis.pub

stathius/learning_from_data