Model compression by constrained optimization, using the Learning-Compression (LC) algorithm
☆72Nov 23, 2021Updated 4 years ago
Alternatives and similar repositories for LC-model-compression
Users that are interested in LC-model-compression are comparing it to the libraries listed below
Sorting:
- ☆11May 27, 2021Updated 4 years ago
- Official implementation for the paper "Automatic Neural Network Pruning that Efficiently Preserves the Model Accuracy".☆11Jun 8, 2023Updated 2 years ago
- Bayesian Optimization-Based Global Optimal Rank Selection for Compression of Convolutional Neural Networks, IEEE Access☆16Mar 21, 2021Updated 4 years ago
- Pruning methods for pytorch with an optimizer-like interface☆15Apr 14, 2020Updated 5 years ago
- ☆17Aug 30, 2023Updated 2 years ago
- alfonso: ALgorithm For Non-Symmetric Optimization☆18Aug 4, 2024Updated last year
- ☆23Oct 24, 2022Updated 3 years ago
- How to implement Non Max Suppression (NMS) in PyTorch☆17Oct 27, 2022Updated 3 years ago
- [ICLR2023] NTK-SAP: Improving neural network pruning by aligning training dynamics☆20May 1, 2023Updated 2 years ago
- Backdoor Safety Tuning (NeurIPS 2023 & 2024 Spotlight)☆27Nov 18, 2024Updated last year
- A generic code base for neural network pruning, especially for pruning at initialization.☆31Sep 3, 2022Updated 3 years ago
- Prospect Pruning: Finding Trainable Weights at Initialization Using Meta-Gradients☆32Mar 30, 2022Updated 3 years ago
- ☆30May 30, 2021Updated 4 years ago
- CS61c Fall 2019 labs and projects' solutions.☆25Mar 9, 2020Updated 5 years ago
- ☆11Apr 17, 2021Updated 4 years ago
- Continual Resilient (CoRe) Optimizer for PyTorch☆11Jun 10, 2024Updated last year
- ☆93Updated this week
- Identification of the Adversary from a Single Adversarial Example (ICML 2023)☆10Jul 15, 2024Updated last year
- Official PyTorch implementation of The Linear Attention Resurrection in Vision Transformer☆16Sep 7, 2024Updated last year
- ☆14Jan 23, 2026Updated last month
- DiG-IN: Diffusion Guidance for Investigating Networks - Uncovering Classifier Differences, Neuron Visualisations, and Visual Counterfactu…☆10Oct 9, 2024Updated last year
- Hybrid systems equations simulator, development repository☆14Oct 11, 2025Updated 4 months ago
- Une formation pour apprendre à utiliser ML Flow, un dashboard pour expériences de Machine Learning☆12May 1, 2023Updated 2 years ago
- A deformable CNN model that accepts multiple sensor inputs and predicts multiple continuous plant trait outputs. SOTA on the 2021 Autonom…☆11Jun 30, 2022Updated 3 years ago
- QCLAB Matlab Toolbox☆13Dec 22, 2025Updated 2 months ago
- A research library for pytorch-based neural network pruning, compression, and more.☆162Nov 28, 2022Updated 3 years ago
- Soft Threshold Weight Reparameterization for Learnable Sparsity☆91Feb 15, 2023Updated 3 years ago
- ☆14Feb 26, 2025Updated last year
- Code for the paper: Network Decoupling: From Regular to Depthwise Separable Convolutions☆13Dec 9, 2018Updated 7 years ago
- The implementation for MLSys 2023 paper: "Cuttlefish: Low-rank Model Training without All The Tuning"☆45May 10, 2023Updated 2 years ago
- UI for the GoodProtocol smart contracts☆11Updated this week
- The first high school physics Olympiad benchmark for evaluating (M)LLMs with step-level grading and human-level comparison.☆26Dec 19, 2025Updated 2 months ago
- Resources from my class on computer architecture design☆10Apr 25, 2018Updated 7 years ago
- 🍁🍂🍃 A C# implementation of the 65el02 CPU.☆10Oct 12, 2021Updated 4 years ago
- A study of performance of optimal transport.☆10Jul 4, 2020Updated 5 years ago
- Quantization of LLMs and benchmarking.☆10Apr 3, 2024Updated last year
- Multilabel Out-of-Distribution Detection☆10Nov 23, 2020Updated 5 years ago
- ☆36Oct 10, 2024Updated last year
- Balancing the Picture: Debiasing Vision-Language Datasets with Synthetic Contrast Sets☆12May 25, 2023Updated 2 years ago