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Michael Nielsen's Projects

dcgan-tensorflow icon dcgan-tensorflow

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

ec2_tools icon ec2_tools

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

ftwe icon ftwe

Notes on the fundamental theorems of welfare economics

igan icon igan

Interactive Image Generation via Generative Adversarial Networks

magic_paper icon magic_paper

Experiments in an explorable visual medium for mathematics

mini_qa icon mini_qa

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

mr_py icon mr_py

Very basic python MapReduce library, still in early development

nnadl_site icon nnadl_site

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

nnlsv icon nnlsv

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

notes icon notes

Rough working notes on a variety of subjects

pregel icon pregel

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

rmnist icon rmnist

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

snippets icon snippets

Snippets of code and recipes that I occasionally find useful

textvae icon textvae

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

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