PyTorch implementation of [1412.6553] and [1511.06530] tensor decomposition methods for convolutional layers.
☆288Dec 1, 2021Updated 4 years ago
Alternatives and similar repositories for pytorch-tensor-decompositions
Users that are interested in pytorch-tensor-decompositions are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- CP and Tucker decomposition for Convolutional Neural Networks☆86May 6, 2018Updated 8 years ago
- Tensor methods in Python with TensorLy☆448Feb 13, 2023Updated 3 years ago
- Tensor Train decomposition on TensorFlow☆227Apr 6, 2021Updated 5 years ago
- TensorLy: Tensor Learning in Python.☆1,676Nov 16, 2025Updated 6 months ago
- Tensor decomposition implemented in TensorFlow☆63Mar 21, 2019Updated 7 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- We implement an efficient mechanism for compressing large networks by {\em tensorizing\/} network layers: i.e. mapping layers on to high-…☆11Jul 10, 2018Updated 7 years ago
- Tensor Network Learning with PyTorch☆309May 23, 2024Updated 2 years ago
- MUSCO: MUlti-Stage COmpression of neural networks☆72Feb 16, 2021Updated 5 years ago
- Python implementation of the analytical solution to Variational Bayes Matrix Factorization☆32Mar 13, 2017Updated 9 years ago
- A fully tensorized recurrent neural network using tensor-train decomposition☆26Dec 13, 2022Updated 3 years ago
- Code for the paper "Tensor Regression Networks with various Low-Rank Tensor Approximations"☆36Jan 21, 2018Updated 8 years ago
- ☆13Dec 17, 2021Updated 4 years ago
- MNIST experiment from Tensorizing neural networks (Novikov et al. 2015)☆14Oct 22, 2019Updated 6 years ago
- ☆103Mar 2, 2018Updated 8 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- ☆38Mar 2, 2017Updated 9 years ago
- Implementation of learning a Gaussian mixture model using tensor decomposition.☆15May 29, 2017Updated 8 years ago
- Pytorch implemenation of "Learning Filter Basis for Convolutional Neural Network Compression" ICCV2019☆18Jan 17, 2026Updated 4 months ago
- ☆59Jul 6, 2020Updated 5 years ago
- Run large scale tensor and coupled matrix-tensor factorization on top of stock Hadoop.☆18Dec 28, 2017Updated 8 years ago
- Successfully training approximations to full-rank matrices for efficiency in deep learning.☆16Jan 5, 2021Updated 5 years ago
- PyTorch Implementation of [1611.06440] Pruning Convolutional Neural Networks for Resource Efficient Inference☆886Jul 12, 2019Updated 6 years ago
- ☆31Dec 18, 2018Updated 7 years ago
- Apply CP, Tucker, TT/TR, HT to compress neural networks. Train from scratch.☆17Nov 26, 2020Updated 5 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Low-rank convolutional neural networks☆97Mar 24, 2016Updated 10 years ago
- Code for tensor classification.☆15Dec 26, 2022Updated 3 years ago
- FLOPs and other statistics COunter for Pytorch neural networks☆23Apr 9, 2026Updated last month
- Research in compressing convolutional layers of CNN using low-rank Tucker tensor decomposition☆11Nov 1, 2023Updated 2 years ago
- Computing CUR-type decomposition for tensors☆12Mar 17, 2020Updated 6 years ago
- ☆15Jan 8, 2020Updated 6 years ago
- Repository containing pruned models and related information☆38Mar 17, 2021Updated 5 years ago
- Group Sparsity: The Hinge Between Filter Pruning and Decomposition for Network Compression. CVPR2020.☆65Jan 17, 2026Updated 4 months ago
- ☆65Dec 16, 2020Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Dataset with processing code☆45Oct 22, 2019Updated 6 years ago
- Randomized Tensor Decompositions☆30Oct 9, 2016Updated 9 years ago
- ☆47Aug 15, 2019Updated 6 years ago
- Channel Pruning for Accelerating Very Deep Neural Networks (ICCV'17)☆1,089May 2, 2024Updated 2 years ago
- TensorNet (TensorFlow implementation)☆214Aug 29, 2017Updated 8 years ago
- Learning to share: simultaneous parameter tying and sparsification in deep learning☆13Aug 21, 2018Updated 7 years ago
- AAAI 17 work☆19May 25, 2017Updated 9 years ago