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adbi

ad bi for interest

adbi_notags

adbi_notags

awesome-blockchain

收集所有区块链(BlockChain)技术开发相关资料，包括Fabric和Ethereum开发资料

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

concurrentqueue

A fast multi-producer, multi-consumer lock-free concurrent queue for C++11

crypten

A framework for Privacy Preserving Machine Learning

dive-into-machine-learning

Dive into Machine Learning with Python Jupyter notebook and scikit-learn!

easyml

Easy Machine Learning

fate

An Open Source Secure Computing Framework to support the Federated AI ecosystem

featuretools

automated feature engineering

gbdt_simple_tutorial

python实现GBDT的回归、二分类以及多分类，将算法流程详情进行展示解读并可视化，庖丁解牛地理解GBDT。Gradient Boosting Decision Trees regression, dichotomy and multi-classification are realized based on python, and the details of algorithm flow are displayed, interpreted and visualized to help readers better understand Gradient Boosting Decision

helib

An Implementation of homomorphic encryption

machinelearning

Machine learning resources

mobile-deep-learning

This research aims at simply deploying CNN(Convolutional Neural Network) on mobile devices, with low complexity and high speed.

o2o-coupon-usage-forecast

1st Place Solution for O2O Coupon Usage Forecast

obliv-c

ppml_iot

Privacy preserving machine learning in the IoT domain

privacy

Library for training machine learning models with privacy for training data

pwc

Papers with code. Sorted by stars. Updated weekly.

pysyft

Encrypted Deep Learning Library

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

scapi

The Secure Computation API

seal

Microsoft SEAL is an easy-to-use and powerful homomorphic encryption library written in C++17. It supports both the BFV and the CKKS encryption schemes.

spdz-2

Multiparty computation with SPDZ online phase and MASCOT offline phase

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

ursa

xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow