Apply CP, Tucker, TT/TR, HT to compress neural networks. Train from scratch.
☆17Nov 26, 2020Updated 5 years ago
Alternatives and similar repositories for Tensor_Layer_for_Deep_Neural_Network_Compression
Users that are interested in Tensor_Layer_for_Deep_Neural_Network_Compression are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- We implement an efficient mechanism for compressing large networks by {\em tensorizing\/} network layers: i.e. mapping layers on to high-…☆11Jul 10, 2018Updated 8 years ago
- Research in compressing convolutional layers of CNN using low-rank Tucker tensor decomposition☆12Nov 1, 2023Updated 2 years ago
- Convolutions and more as einsum for PyTorch☆18Jun 6, 2024Updated 2 years ago
- An implementation of various tensor-based decomposition for NN & RNN parameters☆18Jun 4, 2018Updated 8 years ago
- TedNet: A Pytorch Toolkit for Tensor Decomposition Networks☆100Apr 6, 2022Updated 4 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.
- PyTorch and Torch implementation for our accepted CVPR 2020 paper (Oral): Controllable Orthogonalization in Training DNNs☆24Jan 19, 2021Updated 5 years ago
- 收集整理大模型面试题☆13Aug 29, 2024Updated 2 years ago
- Fast Low-Rank Matrix Learning with Nonconvex Regularization. Matlab Code☆22Jun 11, 2019Updated 7 years ago
- A fast tool for solar image classification.☆12Aug 14, 2020Updated 6 years ago
- Tensor Train Toolbox☆132Oct 24, 2025Updated 11 months ago
- A thoroughly investigated survey for tensorial neural networks.☆156Jul 15, 2026Updated 2 months ago
- Probabilistic modelling with tensor networks☆29Nov 29, 2019Updated 6 years ago
- Simple code for the tutorial on Polynomial Nets.☆13Jan 19, 2023Updated 3 years ago
- [ICML2024] "FedLMT: Tackling System Heterogeneity of Federated Learning via Low-Rank Model Training with Theoretical Guarantees" by Jiaha…☆14Sep 22, 2024Updated 2 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.
- ☆10Jan 31, 2022Updated 4 years ago
- Network architecture for "Volumetric ConvNets with Mixed Residual Connections for Automated Prostate Segmentation from 3D MR Images"☆10Feb 28, 2017Updated 9 years ago
- Deep Learning Assisted Stokes Inversion☆10May 22, 2023Updated 3 years ago
- Personalized Federated Learning by Structured and Unstructured Pruning under Data Heterogeneity☆42Oct 6, 2021Updated 5 years ago
- ☆12Dec 26, 2024Updated last year
- An AI project to provide `private` chat and RAG service. 一个提供私有化检索增强生成的AI项目☆11Jul 14, 2024Updated 2 years ago
- MATLAB implementation of my Bayesian Optimization algorithms☆12Mar 17, 2018Updated 8 years ago
- Multi-stage Riemannian flow matching for physically valid molecular docking, with GNINA scoring, PoseBusters filtering, CLI inference, an…☆36Sep 22, 2026Updated 2 weeks ago
- Public code release for the paper "Reawakening knowledge: Anticipatory recovery from catastrophic interference via structured training"☆11Oct 27, 2025Updated 11 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Tensor Network Learning with PyTorch☆312May 23, 2024Updated 2 years ago
- # DNN-HMM This directory contains all the Perl scripts and MATLAB codes we writed for the identification of replication domains using DNN…☆12Jan 12, 2016Updated 10 years ago
- ☆18Mar 28, 2026Updated 6 months ago
- scGEAToolbox: Matlab toolbox for single-cell gene expression analyses☆30Oct 5, 2026Updated last week
- Deeplearning-Autoencoder-DOA☆14Sep 28, 2022Updated 4 years ago
- 基于大模型ChatGLM，微调方式为LORA，集SFT、RM、PPO算法为一体项目☆14Jun 20, 2023Updated 3 years ago
- Self-Tuning Optimized Kalman Filtering (STOK) + DyNet simulation + connectivity metrics☆13May 10, 2021Updated 5 years ago
- The matlab code is for the paper ''Improved Robust Tensor Principal Component Analysis via Low Rank Core Matrix''.☆15Oct 21, 2018Updated 7 years ago
- Code for Accelerated Linearized Laplace Approximation for Bayesian Deep Learning (ELLA, NeurIPS 22')☆17Oct 12, 2022Updated 4 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.
- The official code for ICDM2023 paper: ' FedDIP: Federated Learning with Extreme Dynamic Pruning and Incremental Regularization'☆14Aug 16, 2024Updated 2 years ago
- ☆12Jun 24, 2021Updated 5 years ago
- Physics-Informed and Hybrid Machine Learning in Additive Manufacturing: Application to Fused Filament Fabrication☆18Jan 9, 2022Updated 4 years ago
- Time-varying Autoregression with Low Rank Tensors☆16Jul 29, 2021Updated 5 years ago
- PyTorch implementation of [1412.6553] and [1511.06530] tensor decomposition methods for convolutional layers.☆288Dec 1, 2021Updated 4 years ago
- Code for the paper "Learning Step-Size Adaptation in CMA-ES"☆13Mar 24, 2023Updated 3 years ago
- Learning MLPs to replace GNN☆10Jun 3, 2023Updated 3 years ago