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100 Days of ML Coding
Based on practice
reveal the vulnerabilities of machine learning models
AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP
An implementation for the paper "A Little Is Enough: Circumventing Defenses For Distributed Learning" (NeurIPS 2019)
resources about federated learning and privacy in machine learning
A curated list of resources dedicated to federated learning.
A curated list of awesome federated machine learning resources, including research papers, codes, tutorials, blogs and beyond
Repository for collection of research papers on privacy.
【干货】史上最全的PyTorch学习资源汇总
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
Source code for paper "How to Backdoor Federated Learning" (https://arxiv.org/abs/1807.00459)
A simple implementation of BadNets on MNIST
Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1
Binarized Neural Network (BNN) for pytorch
吴恩达老师的机器学习课程个人笔记
计算机类常用电子书整理,并且附带下载链接,包括Java,Python,Linux,Go,C,C++,数据结构与算法,人工智能,计算机基础,面试,设计模式,数据库,前端等书籍
《动手学深度学习》:面向中文读者、能运行、可讨论。中英文版被全球175所大学采用教学。
Code for Data Poisoning Attacks Against Federated Learning Systems
DBA: Distributed Backdoor Attacks against Federated Learning
Python for《Deep Learning》,该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现
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,50余万字。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
The code is for our NeurIPS 2019 paper: https://arxiv.org/abs/1910.04749
Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models (published in ICLR2018)
Defense GAN in pytorch
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.