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fairness-comparison

Comparing fairness-aware machine learning techniques.

featurenet

Deep Neural Networks (DNNs) are intensively used to solve a wide variety of complex problems. Although powerful, such systems re- quire manual configuration and tuning. To this end, we view DNNs as configurable systems and propose an end-to-end framework that allows the configuration, evaluation and automated search for DNN architectures. Our FM and framework have been released in this repository to support replication and future research.

foolbox

This a fork version of foolbox since I found I need to change someting in order use mxnet gluoncv model

fpgen

grad-cam-pytorch

PyTorch implementation of Grad-CAM, vanilla/guided backpropagation, deconvnet, and occlusion sensitivity maps

gradingframework

grammarvae

Code for the "Grammar Variational Autoencoder" https://arxiv.org/abs/1703.01925

homepage

hydiff

icse2020dnnbugrepair

Dataset for ICSE 2020 paper "Repairing Deep Neural Networks: Fix Patterns and Challenges"

imagenet

Trial on kaggle imagenet object localization by yolo v3 in google cloud

inducebenchmark

jetson_nano

This repository holds the scripts/programs I use to set up the software development environment on my Jetson Nano.

juliet-test-suite

:microscope: A collection of test cases in the Java language. It contains examples for 112 different CWEs.

juliet-test-suite-c

liliweise.github.io

Lili's personal webpage

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

measuredls

Measure Deep Learning Systems

microsoft-roadshow-hongkong-09-2019

Material for the Microsoft Hong Kong Roadshow in September 2019

models

A collection of pre-trained, state-of-the-art models in the ONNX format

msr_20_code_vulnerability_csv_dataset

A C/C++ Code Vulnerability Dataset with Code Changes and CVE Summaries

myutils

new-docs

https://beta.mxnet.io/

nnslicer

artifacts track, fse20

nvdtools

A set of tools to work with the feeds (vulnerabilities, CPE dictionary etc.) distributed by National Vulnerability Database (NVD)

object-detection-metrics

Most popular metrics used to evaluate object detection algorithms

opencv

Open Source Computer Vision Library

paper-list

paperunreliableinference

Supplementary Material for Journal Paper: To What Extent Do DNN-based Image Classification Models Make Unreliable Inferences?

paperunreliableinferencebak