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aima-java

Java implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

aima-python

Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

code_snippets

courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

dawp

Derivatives Analytics with Python (Wiley Finance)

full-stack-foundations

Solution Code to Full Stack Foundations (ud088)

fullstack-nanodegree-vm

getstockinfo

Files to get list of S&P 500 companies and use that list to download historical data and daily options chains.

kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

neural-networks-and-deep-learning

Code samples for my book "Neural Networks and Deep Learning"

numerical-mooc

A course in numerical methods with Python for engineers and scientists: currently 5 learning modules, with student assignments.

python-machine-learning-book

The "Python Machine Learning" book code repository and info resource