π A curated list of tensor decomposition resources for model compression.
β121Aug 4, 2026Updated last week
Alternatives and similar repositories for Awesome-Tensor-Decomposition
Users that are interested in Awesome-Tensor-Decomposition are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Efficient tensor decomposition-based filter pruningβ36Jul 23, 2025Updated last year
- A thoroughly investigated survey for tensorial neural networks.β155Jul 15, 2026Updated last month
- β22Jul 30, 2024Updated 2 years ago
- β24Updated this week
- [ICML 2026] Implementation for KromHC: Manifold-Constrained Hyper-Connections with Kronecker-Product Residual Matricesβ16Jul 13, 2026Updated last month
- GPU virtual machines on DigitalOcean Gradient AI β’ AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Welcome to the 'In Context Learning Theory' Reading Groupβ31Nov 8, 2024Updated last year
- The released code of t-CTV algorithms, mainly proposed in the paper "Guaranteed Tensor Recovery Fused Low-rankness and Smoothness"οΌ publβ¦β38Jun 28, 2025Updated last year
- β47Aug 15, 2019Updated 7 years ago
- [NAACL 24 Oral] LoRETTA: Low-Rank Economic Tensor-Train Adaptation for Ultra-Low-Parameter Fine-Tuning of Large Language Modelsβ39Jan 9, 2025Updated last year
- Code to reproduce the experiments of the ICLR24-paper: "Sparse Model Soups: A Recipe for Improved Pruning via Model Averaging"β12Oct 14, 2025Updated 10 months ago
- The collection of tensor decomposition, completion and recovery papers and codes.β60Sep 12, 2019Updated 6 years ago
- β166Nov 1, 2021Updated 4 years ago
- Official Implementation of TILDE-Q: A Transformation Invariant Loss Function for Time-Series Forecastingβ23Feb 11, 2025Updated last year
- β50Jul 3, 2026Updated last month
- End-to-end encrypted email - Proton Mail β’ AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- The MATLAB code for the algorithmβ25Jan 27, 2019Updated 7 years ago
- Spectral Tensor Train Parameterization of Deep Learning Layersβ17Jul 1, 2021Updated 5 years ago
- Provides the code for the paper "EBPC: Extended Bit-Plane Compression for Deep Neural Network Inference and Training Accelerators" by Lukβ¦β18Oct 6, 2019Updated 6 years ago
- Smooth integration of tensor networks in machine learningβ50Jul 27, 2026Updated 2 weeks ago
- Efficient Nonconvex Regularized Tensor Completion with Structure-aware Proximal Iterations. ICML-2019.β16Apr 23, 2019Updated 7 years ago
- Official implementation of ICLR 2025 'LORO: Parameter and Memory Efficient Pretraining via Low-rank Riemannian Optimization'β17Apr 24, 2025Updated last year
- Geometric low-rank tensor completion for color image inpainting.β45Jan 21, 2022Updated 4 years ago
- Zeroth-Order Fine-Tuning of LLMs in Random Subspaces (ICCV 2025)β20Nov 22, 2024Updated last year
- Python code and data for "Attention-Guided Low-Rank Tensor Completion", IEEE TPAMI 2024β16Jun 17, 2025Updated last year
- Bare Metal GPUs on DigitalOcean Gradient AI β’ AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Multidimensional Dictionary Learningβ10Sep 27, 2017Updated 8 years ago
- β13Sep 25, 2023Updated 2 years ago
- Awesome Low-Rank Adaptationβ60Apr 20, 2026Updated 3 months ago
- Awesome LLM compression research papers and tools.β1,861Jun 30, 2026Updated last month
- Torch2Chip (MLSys, 2024)β56Apr 2, 2025Updated last year
- TensorFlow implementation of LIC-TCM (Learned Image Compression with Mixed Transformer-CNN Architectures, CVPR 2023 Highlight)β12Oct 10, 2023Updated 2 years ago
- [ICLR 2025] Dobi-SVD : Differentiable SVD for LLM Compression and Some New Perspectives"β54Oct 19, 2025Updated 9 months ago
- The official implementation of the DAC 2024 paper GQA-LUTβ25Dec 20, 2024Updated last year
- [Information Fusion 2025] Official implementation for "MMIF-INet: Multimodal medical image fusion by invertible network"β24Feb 4, 2026Updated 6 months ago
- AI Agents on DigitalOcean Gradient AI Platform β’ AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- [ACL 2023] TeAST: Temporal Knowledge Graph Embedding via Archimedean Spiral Timelineβ12Mar 4, 2024Updated 2 years ago
- Tensor Completion by Python and Numbaβ25Dec 31, 2020Updated 5 years ago
- Rust port of tensor4all tensor network ecosystem with C-APIβ31Updated this week
- πAutomatically Update LLM inference systems Papers Daily using Github Actions (Update Every 12th hours)β12Updated this week
- Official code for the paper "HEXA-MoE: Efficient and Heterogeneous-Aware MoE Acceleration with Zero Computation Redundancy"β15Mar 6, 2025Updated last year
- Activation-aware Singular Value Decomposition for Compressing Large Language Modelsβ92Oct 22, 2024Updated last year
- [Applied Intelligence] Principal Graph Embedding Convolutional Recurrent Network for Traffic Flow Predictionβ14May 7, 2022Updated 4 years ago