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ai-crash-course

AI-Crash-Course, published by Packt

bios8366

Advanced Statistical Computing at Vanderbilt University Medical Center's Department of Biostatistics

cs-video-courses

List of Computer Science courses with video lectures.

datascience-homework

Repository for data science course Spring 14

deep-learning-for-beginners

Deep Learning for Beginners, published by Packt

deep-learning-with-python-notebooks

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

deeplearningfromscratch2018

DeepLearningfromScratch2018

dlfs_code

Code for the book Deep Learning From Scratch, from O'Reilly September 2019

dsge

dsge.jl

Solve and estimate Dynamic Stochastic General Equilibrium models (including the New York Fed DSGE)

dsge_mod

A collection of Dynare models

generative_deep_learning_2nd_edition

The official code repository for the second edition of the O'Reilly book Generative Deep Learning: Teaching Machines to Paint, Write, Compose and Play.

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

introduction-datascience-python-book

Introduction to Data Science: A Python Approach to Concepts, Techniques and Applications

introduction_to_ml_with_python

Notebooks and code for the book "Introduction to Machine Learning with Python"

islr-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

numerical-linear-algebra

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

pystatsml

Statistics and Machine Learning in Python

python-machine-learning-book-3rd-edition

The "Python Machine Learning (3rd edition)" book code repository

pytudes

Python programs, usually short, of considerable difficulty, to perfect particular skills.

stanford-cs-229-machine-learning

VIP cheatsheets for Stanford's CS 229 Machine Learning

stanford-cs-230-deep-learning

VIP cheatsheets for Stanford's CS 230 Deep Learning