Awesome Open Source

Programming Languages

Search results for python tensor decomposition

tensor-decomposition x

28 search results found

Tensorly ⭐ 1,466

TensorLy: Tensor Learning in Python.

Tntorch ⭐ 243

Tensor Network Learning with PyTorch

Hottbox ⭐ 145

HOTTBOX: Higher Order Tensors ToolBOX.

Scikit_tt ⭐ 78

Tensor Train Toolbox

tensor decomposition

Bht Arima ⭐ 49

Code for paper: Block Hankel Tensor ARIMA for Multiple Short Time Series Forecasting (AAAI-20)

Tf Decompose ⭐ 49

Tensor decomposition implemented in TensorFlow

TedNet: A Pytorch Toolkit for Tensor Decomposition Networks

A framework based on the tensor train decomposition for working with multivariate functions and multidimensional arrays

Tensor Decomposition In Python ⭐ 24

A short tutorial on implementing Canonical Polyadic (CP) tensor decomposition in Python

Tensor-Train decomposition in pytorch

Ttrecipes ⭐ 22

Metamodeling, sensitivity analysis and visualization using the tensor train format

Tensor_decomp_embedding ⭐ 22

Word embedding via tensor decomposition.

Xcompression ⭐ 17

[ICLR 2022] Code for paper "Exploring Extreme Parameter Compression for Pre-trained Language Models"(https://arxiv.org/abs/2205.10036)

Gradient-free optimization method for the multidimensional arrays and discretized multivariate functions based on the tensor train (TT) format.

Logicalfactorisationmachines ⭐ 17

Gradient-free optimization method for multivariable functions based on the low rank tensor train (TT) format and maximal-volume principle.

Mprod_package ⭐ 11

Software implementation for tensor-tensor m-product

LowFER: Low-rank Bilinear Pooling for Link Prediction (ICML 2020)

Pycp_apr ⭐ 10

CP-APR Tensor Decomposition with PyTorch backend. pyCP_APR can perform non-negative Poisson Tensor Factorization on GPU, and includes an interface for anomaly detection using the extracted latent patterns.

Code for NePTuNe: Neural Powered Tucker Network for Knowledge Graph Completion

Python Package for Tensor Completion Algorithms

MUSCO: Multi-Stage COmpression of neural networks

PyTorch implementation of the Marginalizable Density Model Approximator

Solver in the low-rank tensor train format with cross approximation approach for the multidimensional Fokker-Planck equation

Spam Detection ⭐ 6

Implement of paper Learning to Represent Review with Tensor Decomposition for Spam Detection

Community Detection via egonet-based tensor decomposition

Cnn_compression_with_tensor_decomposition ⭐ 5

Research in compressing convolutional layers of CNN with tensor decomposition

Related Searches

Python Django (28,897)

Python Machine Learning (20,195)

Python Deep Learning (17,924)

Python Flask (17,643)

Python Pytorch (14,867)

Python Dataset (14,792)

Python Docker (14,113)

Python Tensorflow (13,992)

Python Command Line (13,351)

Python Jupyter Notebook (12,976)

1-28 of 28 search results

Privacy | About | Terms | Follow Us On Twitter

Copyright 2018-2024 Awesome Open Source. All rights reserved.