model compression and optimization for deployment for Pytorch, including knowledge distillation, quantization and pruning.(知识蒸馏，量化，剪枝)
☆21Sep 10, 2024Updated last year
Alternatives and similar repositories for model-compression-optimization
Users that are interested in model-compression-optimization are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official implementation for "Knowledge Distillation with Refined Logits".☆24Aug 26, 2024Updated 2 years ago
- ECG signal quality classification☆11Sep 29, 2016Updated 9 years ago
- TF-FD☆21Nov 19, 2022Updated 3 years ago
- a fast and customizable CUDA int4 tensor core gemm☆15Aug 2, 2024Updated 2 years ago
- Advanced Video Graph RAG using SAM2,CLIP,BLIP,Qwen2-VL,YOLO-World ,Neo4j, WebGPU, local LLM☆14Nov 25, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- PyTorch implementation of RRD: https://arxiv.org/abs/2407.12073☆15Dec 2, 2025Updated 8 months ago
- Official code repository for the paper "Rethinking Model Prototyping through the MedMNIST+ Dataset Collection" @ Scientific Reports☆13Mar 5, 2025Updated last year
- LLM-guided hyperparameter tuning☆10Oct 7, 2023Updated 2 years ago
- An open-source implementaion for fine-tuning DINOv2 by Meta.☆18Jul 21, 2025Updated last year
- [ICDAR 2024] (Best Student Paper🏆) Exploring Knowledge Distillation Towards Document Object Detection with Structured Graph Creation☆14Sep 6, 2024Updated last year
- An efficient implementation of a stochastic Spiking Neural Network for handwrittend digits recognition☆10Feb 27, 2019Updated 7 years ago
- 1-dimension swin transformer implenmentation.☆15Oct 25, 2024Updated last year
- The official implementation of A Unified Game-Theoretic Interpretation of Adversarial Robustness.☆22Jun 9, 2022Updated 4 years ago
- Custom Trained ML Models in AutoML☆14May 12, 2020Updated 6 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- SPATL: Salient Prameter Aggregation and Transfer Learning for Heterogeneous Federated Learning☆24Nov 17, 2022Updated 3 years ago
- Keras - Rede Neural Convolucional para reconhecimento de dígitos escritos à mão☆11Jun 14, 2020Updated 6 years ago
- Using LSTM RNN to forecast time series; includes sine wave, electrocardiogram and ad impression forecasting☆11Aug 26, 2016Updated 10 years ago
- Official Repo for "Multi-objective Differentiable Neural Architecture Search"☆13Jul 12, 2024Updated 2 years ago
- To predict the air quality index using meterological data using machine learning algorithms and LSTM(Long Short Term Memory)☆10Oct 3, 2019Updated 6 years ago
- PC-DARTS (PC-DARTS: Partial Channel Connections for Memory-Efficient Differentiable Architecture Search, published in ICLR 2020) implemen…☆27Mar 24, 2023Updated 3 years ago
- ☆86Oct 23, 2024Updated last year
- This repository contains the code of the paper Multi-class classification of brain tumor types from MR Images using EfficientNets☆14Aug 22, 2025Updated last year
- Adaptive gradient sparsification for efficient federated learning: an online learning approach☆18Oct 31, 2020Updated 5 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.
- Official code for Cumulative Spatial Knowledge Distillation for Vision Transformers (ICCV-2023) https://openaccess.thecvf.com/content/ICC…☆15Nov 5, 2023Updated 2 years ago
- Code for paper "Channel Pruning Guided by Spatial and Channel Attention for DNNs in Intelligent Edge Computing"☆20Jul 22, 2026Updated last month
- The official (TMLR) implementation of LumiNet: Perception-Driven Knowledge Distillation via Statistical Logit Calibration☆18Aug 17, 2025Updated last year
- object detection using SSD Mobile Net v3☆16Oct 4, 2021Updated 4 years ago
- Evolutionary Neural Architecture Search for Remaining Useful Life Prediction☆28Apr 13, 2023Updated 3 years ago
- Implementation of ENAS for CNNs on CIFAR 10☆11Oct 13, 2019Updated 6 years ago
- ☆13Dec 21, 2018Updated 7 years ago
- Code and Data for Real-time Human-Centric Segmentation for Complex Video Scenes☆17Feb 8, 2024Updated 2 years ago
- Knowledge Distillation using Contrastive Language-Image Pretraining (CLIP) without a teacher model.☆20Sep 6, 2024Updated last year
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Advancing Medical Image Segmentation Through Multi-Task and Multi-Scale Contrastive Knowledge Distillation☆20Jun 13, 2024Updated 2 years ago
- Notebook to create images from raw ECG values from MIT-BIH database☆11Dec 14, 2017Updated 8 years ago
- Hybrid Tiny Hardware-aware Neural Architecture Search☆14Sep 7, 2022Updated 3 years ago
- Code to access the ECG data from Physionet using Python.☆13Mar 7, 2018Updated 8 years ago
- Predict blood pressure (systolic and diastolic) rythm from ECG and pulse oximeter signals☆12Feb 7, 2019Updated 7 years ago
- Algorithm developed in MATLAB for ECG Identification☆13Jun 1, 2019Updated 7 years ago
- MiLeNAS: Efficient Neural Architecture Search via Mixed-Level Reformulation. Published in CVPR 2020☆36Dec 17, 2020Updated 5 years ago