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A high-level library on top of Theano.

Project description

Neuralnet

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

Requirements

Theano

Scipy

Numpy+mkl

Matplotlib

tqdm

visdom

Installation

To install a stable version, use the following command

pip install neuralnet==0.1.0

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.

Project details


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