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3dcnn.torch

Volumetric CNN for feature extraction and object classification on 3D data.

adversarial

Code and hyperparameters for the paper "Generative Adversarial Networks"

arc

Code for Attentive Recurrent Comparators

attention-over-attention

Implementation of Attention-over-Attention Neural Networks for Reading Comprehension (https://arxiv.org/abs/1607.04423) in TensorFlow

awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

awesome-deep-vision

A curated list of deep learning resources for computer vision

bengali-handwritten-character-recognition-using-convolutional-neural-networks

Implementation of convolutional neural networks (CNNs) of increasing complexity for classification of handwritten Bengali characters. The deepest network achieves 94.2% accuracy on test data, compared to 85.96% reported on the latest paper using CNNs for Bengali OCR.

bmm_attentional_cnn

A CNN with an attentional module that I built while attending the brains minds and machines summer course

caffe

Caffe: a fast open framework for deep learning.

caffe-tensorflow

Caffe models in TensorFlow

cajal3d-i2g

CAJAL3D Images to Graphs Pipeline

cleverhans

A library for benchmarking vulnerability to adversarial examples

darknet

Convolutional Neural Networks

dcgan-tensorflow

A tensorflow implementation of Deep Convolutional Generative Adversarial Networks

deeplab-context2

dsb2017

The solution of team 'grt123' in DSB2017

dsb2017-1

Code for 2nd place solution to the 2017 National Data Science Bowl

dsb3tutorial

gibbscnn

Pixel-level classification model which uses two convolutional neural networks and gibbs sampling.

gluon-tutorials-zh

通过MXNet/Gluon来动手学习深度学习

gym

A toolkit for developing and comparing reinforcement learning algorithms.

ild-cnn

This is supplementary material for the manuscript: "Lung Pattern Classification for Interstitial Lung Diseases Using a Deep Convolutional Neural Network" M. Anthimopoulos, S. Christodoulidis, L. Ebner, A. Christe and S. Mougiakakou, IEEE Transactions on Medical Imaging (2016)

improved-gan

code for the paper "Improved Techniques for Training GANs"

infogan

ini_caltech101

Image Classification with CNN

ipython

Original Wiki: A gallery of interesting IPython Notebooks

kaggle-yelp

Yelp Restaurant Photo Classification

kaggle_ndsb2017

Kaggle datascience bowl 2017

keras-inceptionv4

Keras Implementation of Google's Inception-V4 Architecture (includes Keras compatible pre-trained weights)

keras-resources

Directory of tutorials and open-source code repositories for working with Keras, the Python deep learning library