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Automatically create Faiss knn indices with the most optimal similarity search parameters.
Source code for paper "How to Backdoor Federated Learning" (https://arxiv.org/abs/1807.00459)
Framework for evaluating ANNS algorithms on billion scale datasets.
This is a project for library used in billion scale search.
10x faster matrix and vector operations
DBA: Distributed Backdoor Attacks against Federated Learning
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
DeltaPQ: Lossless Product Quantization Code Compression for High Dimensional Similarity Search
Graph-structured Indices for Scalable, Fast, Fresh and Filtered Approximate Nearest Neighbor Search
Starter code for the Duke project
A collection of Google research projects related to Federated Learning and Federated Analytics.
Google AI Research
Implementing image retrieval with siamese newtorks and resnet feature extractor approches
Incomplete Beta Function (Student's t cumulative distribution function)
Code for ECCV2018 paper: Revisiting the Inverted Indices for Billion-Scale Approximate Nearest Neighbors
Large scale K-means and K-nn implementation on NVIDIA GPU / CUDA
k-means++: a C++ version implement
Learning to Index for Nearest Neighbor Search
Training of Locally Optimized Product Quantization (LOPQ) models for approximate nearest neighbor search of high dimensional data in Python and Spark.
Matlab implementation of our works on online hashing
A library for efficient similarity search and clustering of dense vectors.
Implementation of HNSW that supports online updates
Online Hash代码框架,包括Mihash、OKH、OSH等方法。
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.