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accuracy-first-differential-privacy

Code for NIPS'2017 paper

agrigento

Agrigento is a tool to identify privacy leaks in Android apps by performing black-box differential analysis on the network traffic.

airspace_configuration

Repartitioning of aircrafts navigation sectors among positions using Monte Carlo tree search

analytic-gaussian-mechanism

Analytic calibration for differential privacy with Gaussian perturbations

autodp

autodp: A flexible and easy-to-use package for differential privacy

bluesky

The open source air traffic simulator

cikm-cup-2017

CIKM AnalytiCup 2017: Short-Term Precipitation Forecasting Based on Radar Reflectivity Images

cikm_analyticup_2017

CIKM AnalytiCup 2017 is an open competition that is sponsored by Shenzhen Meteorological Bureau, Alibaba Group and CIKM2017. Our team got the third place in the first phrase. And in the second phrase we got the fourth place.

convolutional-autoencoder

A convolutional autoencoder made in TFLearn.

convolutional-autoencoder-music-similarity

Trains a convolutional autoencoder on Mel Spectrogram images for a list of songs, then displays the encoded latent features using t-SNE.

coursera-ml-andrewng-notes

吴恩达老师的机器学习课程个人笔记

cs208-differentialprivacy

CS208 repo for Spring 2019

darknet

Convolutional Neural Networks

dcgan-tensorflow

A tensorflow implementation of Deep Convolutional Generative Adversarial Networks

dcgan_code

Deep Convolutional Generative Adversarial Networks

dec-keras

Keras implementation for Deep Embedding Clustering (DEC)

dec-keras-1

Deep Embedding Clustering in Keras

dec-tensorflow

Tensorflow implementation of "Unsupervised Deep Embedding for Clustering Analysis"

deep-convolutional-autoencoder

This is a tutorial on creating a deep convolutional autoencoder with tensorflow.

deep-learning-papers-reading-roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

deeplearning-models

A collection of various deep learning architectures, models, and tips

deeplearning_ai_books

deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）

diff-fspm

Mining Frequent Sequential Patterns under Differential Privacy

differential-privacy

Naive implementation of basic Differential-Privacy framework and algorithms

differential-privacy-1

differential-privacy-2

Github repository associated with Differential Privacy meetup

differential-privacy-3

Fork of the differential privacy module of TF/models/research

differential-privacy-4

Accompanying source code to my Bachelor's thesis at TUHH

differential-privacy-explained

Explanatory notes on Cynthia Dwork's text on privacy originally created for Facebook's SPAI scholarship challenge

differential-privacy-federated-learning

Curated notebooks on how to train neural networks using differential privacy and federated learning.