maggichk Goto Github PK

ariann

awesome-mpc

A curated list of multi party computation resources and links.

binarized-neural-networks-using-pytorch

Pytorch Implementation using Binary Weighs and activation.Accuracies are comparable .

binarynet

Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1

binarynet-on-tensorflow

binary weight neural network implementation on tensorflow

crypten

A framework for Privacy Preserving Machine Learning

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，近30万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

deepnet

Implementations of CNNs, RNNs and deep learning techniques in pure Numpy

distributed-slsh

Distributed Stratified Locality Sensitive Hashing

fancy-garbling

Rust implementation of the BMR16 arithmetic garbling scheme.

findmostfrequenct

Given an unsorted array of natural numbers. Where numbers repeat in array. Out put numbers in the order of frequency. Where number of out put is passed as parameter. For Ex: Array -> [0, 0, 100, 3, 5, 4, 6, 4, 2, 100, 2, 100] n -> 2 Out put -> [100, 0] or [100, 2] Since 100 is repeated 3 times and 0, 2 is repeated 2 times, out put up to 2 most frequent elements, program should out put either 100, 0 or 100, 2

frameworks

Sample code and build environments for MPC frameworks

java-lsh

A Java implementation of Locality Sensitive Hashing (LSH)

maggichk.github.io

mc2

Multiparty Collaboration + Coopetition Projects

mpc-dtw

nn_playground

Experimental keras implementation of novel neural network structures

papers

notes on ML/CS/etc articles

ppml-resource

Materials about Privacy-Preserving Machine Learning

pysyft

A library for answering questions using data you cannot see

pytorch-xnor-net

XNOR-Net, with binary gemm and binary conv2d kernels, support both CPU and GPU.

tarsoslsh

A Java library implementing practical nearest neighbour search algorithm for multidimensional vectors that operates in sublinear time. It implements Locality-sensitive Hashing (LSH) and multi index hashing for hamming space.

tensorflow-xnor-bnn

BinaryNets in TensorFlow with XNOR GEMM op

tf-encrypted

A Framework for Encrypted Machine Learning in TensorFlow