Weekly Machine Learning Opensource Roundup – Jan. 17, 2019

Example

Desnapify
A deep convolutional generative adversarial network (DCGAN) trained to remove Snapchat filters from selfie images.

Toolsets

NSFW Data Scrapper
Collection of scripts to aggregate image data for the purposes of training an NSFW Image Classifier

Decision Tree Visualization
A python library for decision tree visualization and model interpretation.

Models

dnc
Implementation of “Differentiable Neural Computer” as close as possible to the description in the paper

Padam-Tensorflow
Reproducing the paper “PADAM: Closing The Generalization Gap of Adaptive Gradient Methods In Training Deep Neural Networks” for the ICLR 2019 Reproducibility Challenge

Libraries

Delira – Deep Learning in Radiology
Lightweight framework for fast prototyping and training deep neural networks in medical imaging

NeuralVerification.jl
Methods to soundly verify deep neural networks

 

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