Discover xinyandai/product-quantization Open Source project

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Python
Created about 6 years ago
Updated almost 4 years ago

xinyandai

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Implementation of vector quantization algorithms, codes for Norm-Explicit Quantization: Improving Vector Quantization for Maximum Inner Product Search.

string-embed

string embed for fast edit distance computation, codes for [Convolutional Embedding for Edit Distance (SIGIR 20)].

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gradient-quantization

vector quantization for stochastic gradient descent.

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similarity-search

A framework for index based similarity search.

C++

logistics

An express logistics system.

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weighted-nns

Generalized weighted space nearest neighbor search

Python

vqnn

Training Deep Neural Networks with vector quantized weights.

Python

dpdk-tcp

distributed-sgd-mpi

distributed sgd implementation with tensorflow and mpi4py.

Python

mpi-tensorflow

😂Distributed optimizer implemented with TensorFlow MPI operation

Python

structural-nn

structural convolutional neural network.

Python

distributed-compressed-sgd

Python

exactNNS

exact nearest neighbor search.

C++

string-search

C++

nndes

NN-Descend with OpenMP.

C++

tensor

A numpy like computation library for c++

C++

xinyandai/product-quantization

xinyandai

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