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alpha

autofaiss

Automatically create Faiss knn indices with the most optimal similarity search parameters.

backdoor_federated_learning

Source code for paper "How to Backdoor Federated Learning" (https://arxiv.org/abs/1807.00459)

basic_graph_algos

big-ann-benchmarks

Framework for evaluating ANNS algorithms on billion scale datasets.

billion_scale_search_lib

This is a project for library used in billion scale search.

bolt

10x faster matrix and vector operations

cs6203-project

datasetsearch

dba

DBA: Distributed Backdoor Attacks against Federated Learning

deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

deltapq

DeltaPQ: Lossless Product Quantization Code Compression for High Dimensional Similarity Search

diskann

Graph-structured Indices for Scalable, Fast, Fresh and Filtered Approximate Nearest Neighbor Search

duke

Starter code for the Duke project

federated

A collection of Google research projects related to Federated Learning and Federated Analytics.

gnoimi

google-research

Google AI Research

image-retrieval-service

Implementing image retrieval with siamese newtorks and resnet feature extractor approches

incbeta

Incomplete Beta Function (Student's t cumulative distribution function)

ivf-hnsw

Code for ECCV2018 paper: Revisiting the Inverted Indices for Billion-Scale Approximate Nearest Neighbors

kmcuda

Large scale K-means and K-nn implementation on NVIDIA GPU / CUDA

kmeansplusplus

k-means++: a C++ version implement

learning-to-index-for-nearest-neighbor-search

Learning to Index for Nearest Neighbor Search

lopq

Training of Locally Optimized Product Quantization (LOPQ) models for approximate nearest neighbor search of high dimensional data in Python and Spark.

main

multitask-learning

mycode

Matlab implementation of our works on online hashing

nest

A library for efficient similarity search and clustering of dense vectors.

online-hnsw

Implementation of HNSW that supports online updates

onlinehash

Online Hash代码框架，包括Mihash、OKH、OSH等方法。