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deformable-convolution-pytorch

PyTorch implementation of Deformable Convolution

dicom-contour

differentiable_neural_computer_live

distributedes

Distributed implementation of popular evolutionary methods

dog-project

AIND Term 2 -- CNN Project

evo-design

Code for my blog post "Design by Evolution"

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

excitation_bp

Visualizing how deep networks make decisions

fastannotationtool

A tool using OpenCV to annotate images for image classification, optical character reading, ...

fastbook

Draft of the fastai book

generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

gmm-mml

google_evolution

imgaug

Image augmentation for machine learning experiments.

k-evo

Evolution of deep learning architectures

labelimg

:metal: LabelImg is a graphical image annotation tool and label object bounding boxes in images

lrp_toolbox

The LRP Toolbox provides simple and accessible stand-alone implementations of LRP for artificial neural networks supporting Matlab and Python. The Toolbox realizes LRP functionality for the Caffe Deep Learning Framework as an extension of Caffe source code published in 10/2015.

machine-learning

maze_solver

This project solves self-made maze in a variety of ways: A-star, Q-learning and Deep Q-network.

models

Models built with TensorFlow

multi-label-image-classification

Multi Label Image Classification

multi-label-inception-net

Multi-label image classification using pretrained Inception net.

neuraltalk2.pytorch

image captioning model in pytorch(finetunable cnn in branch "with_finetune")

parallel-tutorial

Parallel computing in Python tutorial materials

pathnet-pytorch

PyTorch implementation of PathNet: Evolution Channels Gradient Descent in Super Neural Networks

pix2pix-tensorflow

Tensorflow port of Image-to-Image Translation with Conditional Adversarial Nets https://phillipi.github.io/pix2pix/

practical-pytorch

PyTorch tutorials using neural networks (especially RNNs) for natural language tasks

pyscatwave

Fast Scattering Transform with CuPy/PyTorch

pythonic_ocr

A convolutional neural network implemented in pure numpy.

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration