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Neuralnet

A high level framework for general purpose neural networks written in Theano.

THIS IS MY LAST COMMIT!

Recently, I haved decided to depart from Theano in favor of Pytorch. I am working in a project similar to this here. Please check it out.

Thank you Theano!! It's been a hell of a ride.

Requirements

Theano

Scipy

Numpy+mkl

Matplotlib

tqdm

visdom

Installation

To install a stable version, use the following command

pip install neuralnet

The version in this repo tends to be newer since I am lazy to make a new version available on Pypi when the change is tiny. To install the version in this repo execute

pip install git+git://github.com/justanhduc/neuralnet.git@master (--ignore-installed) (--no-deps)

Pretrained Models

VGG16

VGG19

ResNet18

ResNet34

ResNet50

ResNet101

ResNet152

All the tests for these models are available at test.py. Also, checkout the file for example usages.