Robert Bunn's repositories
fastbook
Draft of the fastai book
amazon-sagemaker-examples
Example notebooks that show how to apply machine learning and deep learning in Amazon SageMaker
generative-models
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
imgaug
Image augmentation for machine learning experiments.
pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
CheXNet
A pytorch reimplementation of CheXNet
DistributedES
Distributed implementation of popular evolutionary methods
coinbase-python
Coinbase Python API
capsule-networks
A PyTorch implementation of the NIPS 2017 paper "Dynamic Routing Between Capsules".
DeepLearningImplementations
Implementation of recent Deep Learning papers
labelImg
:metal: LabelImg is a graphical image annotation tool and label object bounding boxes in images
pytorch_fft
PyTorch wrapper for FFTs
BEGAN-tensorflow
Tensorflow implementation of "BEGAN: Boundary Equilibrium Generative Adversarial Networks"
A-Collection-of-important-tasks-in-pytorch
Everyday things people use in Pytorch. No need to spend hours reading Pytorch forums trying to find them!
pyscatwave
Fast Scattering Transform with CuPy/PyTorch
adv-attacks-pytorch-101
A small tutorial about performing adversarial attacks in PyTorch
excitation_bp
Visualizing how deep networks make decisions
arc-pytorch
PyTorch implementation of Attentive Recurrent Comparators
Adversarial_Autoencoder
A wizard's guide to Adversarial Autoencoders
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.
dog-project
AIND Term 2 -- CNN Project
pythonic_ocr
A convolutional neural network implemented in pure numpy.
neuraltalk2.pytorch
image captioning model in pytorch(finetunable cnn in branch "with_finetune")
pytorch-semseg
Semantic Segmentation Architectures Implemented in PyTorch
artificio
A suite of deep learning algorithms for real-world use
deformable-convolution-pytorch
PyTorch implementation of Deformable Convolution