tomshelton

deeplearning

Python implementation of Deep Learning book

caffe2

Caffe2 is a lightweight, modular, and scalable deep learning framework.

sonnet

TensorFlow-based neural network library

tf-oreilly

Code for O'Reilly's "A Short Course on TensorFlow"

awesome-tensorflow

TensorFlow - A curated list of dedicated resources http://tensorflow.org

Fundamentals-of-Deep-Learning-Book

Code companion to the O'Reilly "Fundamentals of Deep Learning" book

speed-limit-signs

Identifying Speed Limits using CNNS

deep-learning-keras-tensorflow

Introduction to Deep Neural Networks with Keras and Tensorflow

scipy-2017-sklearn

Scipy 2017 scikit-learn tutorial by Alex Gramfort and Andreas Mueller

mystic

constrained nonlinear optimization for scientific machine learning, UQ, and AI

tutmom

Tutorial on "Modern Optimization Methods in Python"

introdeeplearning

scipy-2017-codegen-tutorial

SymPy code generation tutorial at SciPy 2017

keras

Deep Learning for humans

Deep-Learning-TensorFlow

Ready to use implementations of various Deep Learning algorithms using TensorFlow.

mxnet-notebooks

Notebooks for MXNet

pysheeet

Python Cheat Sheet

ml-study

ML Learning Sabbatical Study Materials

ml-glossary

Machine learning glossary

probability_cheatsheet

A comprehensive 10-page probability cheatsheet that covers a semester's worth of introduction to probability.

automata-python

[WIP] :books: A python automata library implementing Finite Automata, FA with Output, PDA and TM :rocket: :smile:

courses

fast.ai Courses

numerical-linear-algebra

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

lectures

Oxford Deep NLP 2017 course

aima-data

Data files to accompany the algorithms from Norvig And Russell's "Artificial Intelligence - A Modern Approach"

aima-pseudocode

Pseudocode descriptions of the algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

introduction_to_linear_algebra

note of introduction to linear algebra (MIT course 18.06)

Machine-Learning-Specialization-U-Washington

My Coursera Assignments & Project notebooks

MIT-18.06SC-Linear-Algebra

My Solutions to Assignments for Linear Algebra by Prof. Strang

mit-courses

Repository of course notes and homework