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applied-ml

📚 Papers & articles of companies sharing their work on applied data science & machine learning.

av-fuzzer

covtesting

DNN Coverage Based Testing Study

innvestigate

A toolbox to iNNvestigate neural networks' predictions!

keras

Deep Learning for humans

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.

ml-surveys

📋 Survey papers summarizing advances in machine learning.

ncoverage

DeepXplore code release

oatomobile

A research framework for autonomous driving

sadl

Code release of a paper "Guiding Deep Learning System Testing using Surprise Adequacy"

tensorfi

TensorFI is a fault injection framework for injecting both hardware and software faults into applications written using the TensorFlow framework. You can find more information about TensorFI in the paper below.

tf-injector

A versatile fault injector for ML applications using TensorFlow 2