lixilinx/psgd_np

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Python
Created over 6 years ago
Updated almost 4 years ago

lixilinx/psgd_np

lixilinx

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Numpy implementation of preconditioned stochastic gradient descent

psgd_torch

Pytorch implementation of preconditioned stochastic gradient descent (affine group preconditioner, low-rank approximation preconditioner and more)

psgd_tf

Tensorflow implementation of preconditioned stochastic gradient descent

FilterbanksBestPractices

Tips for best practices with filterbanks

IVA4Cocktail

Neural network density models for speech separation.

EnhancedPHAT

A simple method for correcting the phase bias suffered by GCC

MCMIL

A multiclass multiple instance learning method. Only need to know whether any instance of a class exists or not in a sample. Demonstration on multiple object detection and localization.

TriNet4PdfEst

Triangular neural network (network with triangular block matrices as weights) for density estimation and data generation.

Filterbank

Filterbank in Tensorflow and Pytorch

ConvPCA

A PCA for time series. Related to PCA in the frequency domain, spectral PCA or dynamic PCA. But formulated in the time domain.