Xinyan's repositories
string-embed
string embed for fast edit distance computation, codes for [Convolutional Embedding for Edit Distance (SIGIR 20)].
product-quantization
Implementation of vector quantization algorithms, codes for Norm-Explicit Quantization: Improving Vector Quantization for Maximum Inner Product Search.
gradient-quantization
vector quantization for stochastic gradient descent.
similarity-search
A framework for index based similarity search.
weighted-nns
Generalized weighted space nearest neighbor search
distributed-sgd-mpi
distributed sgd implementation with tensorflow and mpi4py.
mpi-tensorflow
😂Distributed optimizer implemented with TensorFlow MPI operation
structural-nn
structural convolutional neural network.
GD-PCA
gradient based first k component PCA.
geeps
GPU-specialized parameter server for GPU machine learning.
landmark-retrieve
Given an image, find all images sharing the same landmark.
pnsw
ProbabilisticNSW for fast approximate nearest neighbor search.
weighted-vq
Density Sensitive Vector Quantization for Similarity Search.