Applied Split Learning in PyTorch with torch.distributed.rpc and torch.distributed.autograd
☆27Jan 24, 2022Updated 4 years ago
Alternatives and similar repositories for SplitLearning
Users that are interested in SplitLearning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A curated repository for various papers in the domain of split learning.☆55Aug 21, 2024Updated last year
- Data61' CSIRO Distributed System Security Group. We have developed this algorithm to explore the question - Can We Use Split Learning on …☆12Jan 23, 2024Updated 2 years ago
- Releasing the source code Version1.☆183Sep 16, 2021Updated 4 years ago
- Simple Python Socket-based Split Learning technique using PyTorch☆14Mar 13, 2020Updated 6 years ago
- Code for NDSS '25 paper "Passive Inference Attacks on Split Learning via Adversarial Regularization"☆13Sep 16, 2024Updated last year
- 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.
- Privacy attacks on Split Learning☆45Nov 15, 2021Updated 4 years ago
- ☆13Jan 16, 2025Updated last year
- Split Learning Simulation Framework for LLMs☆40Sep 10, 2024Updated last year
- A incomplete survey for Split Learning (comprehensive enough) and Federated Learning (only most representative works)☆20Mar 8, 2022Updated 4 years ago
- Pytorch-based early exit network inspired by branchynet☆36May 13, 2025Updated 11 months ago
- PyTorch implementation of ICML 2017 paper, SplitNet: Learning to Semantically Split Deep Networks for Parameter Reduction and Model Paral…☆17Oct 24, 2017Updated 8 years ago
- reveal the vulnerabilities of SplitNN☆31Jun 16, 2022Updated 3 years ago
- [ICLR2022] Efficient Split-Mix federated learning for in-situ model customization during both training and testing time☆47Apr 12, 2023Updated 3 years ago
- Integration of SplitNN for vertically partitioned data with OpenMined's PySyft☆28Sep 2, 2020Updated 5 years ago
- 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.
- Official implementations for "Communication-Efficient Diffusion Strategy for Performance Improvement of Federated Learning with Non-IID D…☆22Mar 14, 2024Updated 2 years ago
- ☆11May 19, 2025Updated 11 months ago
- This repository includes the official project of SplitAVG, from our paper "SplitAVG: A heterogeneity-aware federated deep learning method…☆22Dec 9, 2023Updated 2 years ago
- The official implementation of the paper "Topology-aware Generalization of Decentralized SGD"☆37Mar 29, 2023Updated 3 years ago
- Adaptive Resource-Aware Split-Learning, a framework for efficient model training in IoT systems☆15Jul 23, 2023Updated 2 years ago
- Smart Grid State Estimation with PMUs TimeSynchronization Errors☆13Dec 1, 2020Updated 5 years ago
- ☆11Oct 28, 2021Updated 4 years ago
- Code for Horizontal Federated Learning blog around Credit Scoring☆10Sep 14, 2020Updated 5 years ago
- Few-shot text classification with meta learning and BERT☆11Jun 14, 2021Updated 4 years ago
- 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.
- FedDCT: A Novel Federated Learning Approach for Training Large Convolutional Neural Networks☆42Sep 19, 2023Updated 2 years ago
- Telegram Scraper Bot☆10Feb 12, 2025Updated last year
- Machine learning algorithms implements with jax for machine learning in production in large scale dataset.☆15Apr 8, 2026Updated 3 weeks ago
- Experimental deep learning framework written in Rust☆15Nov 2, 2022Updated 3 years ago
- This is official code for ASFL.☆22Mar 3, 2025Updated last year
- Official website for TIC-VLA☆42Feb 3, 2026Updated 2 months ago
- Federated learning with model quantization☆16Nov 28, 2021Updated 4 years ago
- ☆45Aug 4, 2023Updated 2 years ago
- Reimplementation of simple policy gradient algorithms such as REINFORCE and Actor-Critic methods.☆17Aug 26, 2023Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Visualizing the ups and downs of bitcoin from the beginning with ALL price data available which you can download☆15Aug 12, 2024Updated last year
- Federated Learning of Diffusion Models☆12Aug 30, 2023Updated 2 years ago
- IPO: Interpretable Prompt Optimization for Vision-Language Models(NeurIPS 2024)☆15Mar 4, 2025Updated last year
- The official repository of ICCV 2025 paper "CATP-LLM: Empowering Large Language Models for Cost-Aware Tool Planning".☆18Nov 26, 2025Updated 5 months ago
- ☆11Dec 23, 2022Updated 3 years ago
- Octo manipulation policy in PyTorch☆19Jul 30, 2025Updated 8 months ago
- The official implementation of "Federated Learning with Label-Masking Distillation"☆11Oct 28, 2023Updated 2 years ago