NTFLib

Sparse tensor factorization library

A library designed to factorize highly sparse tensors with guaranteed cost-function decrease

Sparse Beta-Divergence Tensor Factorization Library

GitHub

47 stars
100 watching
9 forks
Language: Python
last commit: about 9 years ago
Linked from 1 awesome list


Backlinks from these awesome lists:

Related projects:

Repository Description Stars
diffsharp/diffsharp A tensor library with support for differentiable programming in machine learning and optimization. 589
mnick/scikit-tensor A Python library for tensor factorizations and multilinear algebra operations 402
hangxu0304/deepreduce A framework for efficient communication of sparse tensors in distributed deep learning 13
google-research/tf-slim A lightweight library for defining and training neural networks in TensorFlow. 372
kimjingu/nonnegfac-matlab Provides a collection of algorithms for nonnegative matrix and tensor factorizations. 57
tensorflow/mesh A library that enables distributed deep learning by partitioning tensors across processors in a mesh topology. 1,592
visipedia/tfrecords Tools for creating structured data files for use with machine learning models 110
lifanghe/neurips18_surf A toolbox implementing a sparse and low-rank tensor regression algorithm with boosting 12
batzner/tensorlm A library for text generation with recurrent neural networks using TensorFlow 61
uncomplicate/deep-diamond A fast Clojure library for computing with tensors and neural networks on CPUs and GPUs. 433
ccshao/nimfa A Python library for nonnegative matrix factorization techniques 10
laxatives/tensorflow-transx A software project focused on developing a library for tensor-based graph embeddings using TensorFlow. 0
benedekrozemberczki/fscnmf A software implementation of a matrix factorization technique to fuse graph structure and content into node embeddings. 19
qoncept/tensorswift A lightweight Swift library to calculate tensors similar to TensorFlow's 325
taki0112/resnext-tensorflow An implementation of ResNeXt architecture for image classification on Cifar10 using TensorFlow 158