Michael Nielsen

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

Notes on writing

Experiments in an explorable visual medium for mathematics

A toy Lisp interpreter and simple eval function

Toy single-machine implementation of the Pregel graph-based framework

Deprecated. Formerly: scripts to make it easier to set up and manipulate clusters at Amazon EC2

Some examples trained on very reduced versions of the MNIST training set

Rough working notes on neural networks

Web site for book on "Neural Networks and Deep Learning"

Toy Python program illustrating the vector space model of documents

Toy question answering program. Aimed at "Who ....?" questions, e.g., "Who invented the C programming language?"

Rough in-progress notes on cognitive tools

No description.

Paper by @colah and @mnielsen on visualizing the behaviour of large numbers of neural nets

Repo for cognitivemedium.com

Notes on expander graphs

Very basic python MapReduce library, still in early development

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

Rough working notes on a variety of subjects

Basic python script to convert LaTeX to MediaWiki format.

Interactive Image Generation via Generative Adversarial Networks

Notes on the fundamental theorems of welfare economics

No description.

NLTK Source

Rough, undistilled first notes, getting an overview of the field, unlikely to be of use to others

No description.

My notes on digital money

No description.

No description.

No description.

No description.

Theano code for experiments in the paper "A Hybrid Convolutional Variational Autoencoder for Text Generation."

Snippets of code and recipes that I occasionally find useful

Open Government, released as part of #PDFtribute