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曹明伟,Mingwei Cao's Projects

sparseconvnet icon sparseconvnet

Spatially-sparse convolutional networks. Allows processing of sparse 2, 3 and 4 dimensional data.Build CNNs on the square/cubic/hypercubic or triangular/tetrahedral/hyper-tetrahedral lattices.

sparsehash icon sparsehash

Automatically exported from code.google.com/p/sparsehash

sparseicp icon sparseicp

Automatically exported from code.google.com/p/sparseicp

sparseicp-1 icon sparseicp-1

Automatically exported from code.google.com/p/sparseicp

sparselsh icon sparselsh

A Locality Sensitive Hashing (LSH) library with an emphasis on large, highly-dimensional datasets.

sparsepp icon sparsepp

A fast, memory efficient hash map for C++

sparsifiedkmeans icon sparsifiedkmeans

KMeans for big data using preconditioning and sparsification, Matlab implementation

spca icon spca

Scalable PCA (sPCA) is a scalable implementation of Principal component analysis algorithm on top of Spark

spearmint icon spearmint

Spearmint is a package to perform Bayesian optimization according to the algorithms outlined in the paper: Practical Bayesian Optimization of Machine Learning Algorithms. Jasper Snoek, Hugo Larochelle and Ryan P. Adams. Advances in Neural Information Processing Systems, 2012

spectra icon spectra

A header-only C++ library for large scale eigenvalue problems

spectral-clustering-demo icon spectral-clustering-demo

A fun review of spectral clustering with MATLAB demos I made for the NU machine learning meetiup in 2014

spectral-recursive-filter icon spectral-recursive-filter

This is a sample implementation of the spectral recursive filter, which is a fast and accurate constant-time Gaussian filtering algorithm proposed by K. Sugimoto and S. Kamata in 2012-2013.

spectralmeirl icon spectralmeirl

Spectral Method for Multiple Experts Inverse Reinforcement Learning

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