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Duc P. Truong's Projects

ardnmf icon ardnmf

A Python 3 implementation of automatic-relevance determination NMF (Tan & Fevotte 2013) based on their original implementation

awesome-wsl icon awesome-wsl

Awesome list dedicated to Windows Subsystem for Linux

cov-est icon cov-est

Covariance estimation library used in "Improved Estimation and Interpretation of Correlations in Neural Circuits."

deeplabcut icon deeplabcut

Markerless tracking of user-defined features with deep learning

dnmfk icon dnmfk

A C++ framework of Distributed Non-Negative Matrix Factorization implementation to find Latent Dimensionality in Big Data

ducptruong.github.io icon ducptruong.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

matrix-routines icon matrix-routines

Implementations of matrix factorization/completion (and something related) algorithms

minimal icon minimal

Minimal is a Jekyll theme for GitHub Pages

models icon models

Models and examples built with TensorFlow

nbmf icon nbmf

Code for our paper "Bayesian Mean-parameterized Nonnegative Binary Matrix Factorization"

neural-assembly-detection icon neural-assembly-detection

Code published with the paper J. Mölter, L. Avitan, and G. J. Goodhill. "Detecting neural assemblies in calcium imaging data". BMC Biology 16:143 (2018) doi: 10.1186/s12915-018-0606-4.

planc icon planc

Distributed NMF/NTF Library

pydnmfk icon pydnmfk

Python Distributed Non Negative Matrix Factorization with custom clustering

pydntnk icon pydntnk

Python Distributed Non Negative Tensor Networks

pydrescalk icon pydrescalk

Distributed Non Negative RESCAL decomposition with estimation of latent features

pytorch_sparse icon pytorch_sparse

PyTorch Extension Library of Optimized Autograd Sparse Matrix Operations

scikit-tensor icon scikit-tensor

Python library for multilinear algebra and tensor factorizations

seqnmf icon seqnmf

An algorithm for unsupervised discovery of sequential structure

tensortools icon tensortools

Fitting and visualizing tensor decompositions in Python

tfc icon tfc

The Theory of Functional Connections: A functional interpolation method with applications in solving differential equations.

ttcross icon ttcross

Cross interpolation of high-dimensional arrays in tensor train format

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