Simulate collaborative ML scenarios, experiment multi-partner learning approaches and measure respective contributions of different datasets to model performance.
☆57Mar 25, 2023Updated 3 years ago
Alternatives and similar repositories for distributed-learning-contributivity
Users that are interested in distributed-learning-contributivity are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Frontend of the Substra software☆38Dec 30, 2024Updated last year
- Low-level Python library used to interact with a Substra network☆278Oct 14, 2024Updated last year
- Health Data Metrics (HDM) a Data Quality assessment Application.☆12Jan 15, 2023Updated 3 years ago
- Confidence-aware Personalized Federated Learning via Variational Expectation Maximization [Accepted at CVPR 2023]☆16Nov 8, 2023Updated 2 years ago
- Blockchain Enabled Asynchronous and Secure Federated Machine Learning☆12May 21, 2021Updated 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.
- ☆10May 27, 2022Updated 4 years ago
- [UbiComp/IMWUT '23] Hierarchical Clustering-based Personalized Federated Learning for Robust and Fair Human Activity Recognition☆33Oct 20, 2025Updated 7 months ago
- Efficient approximation algorithms for Shapley Values in Horizontal Enterprise Federated Learning☆13May 5, 2020Updated 6 years ago
- ☆19Jun 7, 2019Updated 7 years ago
- Official implementation of our work "Collaborative Fairness in Federated Learning."☆55May 28, 2024Updated 2 years ago
- ☆25Jan 20, 2019Updated 7 years ago
- Data Shapley: Equitable Valuation of Data for Machine Learning☆296May 1, 2024Updated 2 years ago
- RootPainter3D: Interactive-machine-learning enables rapid and accurate contouring for radiotherapy☆24Jun 5, 2024Updated 2 years ago
- Efficient Computation and Analysis of Distributional Shapley Values (AISTATS 2021)☆22Oct 19, 2023Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- A library for statistically estimating the privacy of ML pipelines from membership inference attacks☆37Aug 21, 2025Updated 9 months ago
- Multi-Stage Hybrid Federated Learning over Large-Scale Wireless Fog Networks☆17Jan 25, 2022Updated 4 years ago
- Code for the paper "Overconfidence is a Dangerous Thing: Mitigating Membership Inference Attacks by Enforcing Less Confident Prediction" …☆13Sep 6, 2023Updated 2 years ago
- Improved Leach is a project in Omnet++ aiming to simulate a version of Leach with an improved Cluster Head (CH) selection scheme.☆13Sep 19, 2018Updated 7 years ago
- For distributed machine learning☆30Mar 2, 2026Updated 3 months ago
- Minimal open-source implementation of AlphaProof and HyperTree Proof Search.☆87May 13, 2026Updated 3 weeks ago
- ☆15Mar 9, 2025Updated last year
- Audio-only Emotion Detection using Federated Learning☆10Dec 8, 2022Updated 3 years ago
- Example OpenID Client for IEX Cloud☆10Aug 31, 2021Updated 4 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.
- AutoLibra: Metric Induction for Agents from Open-Ended Human Feedback☆19Apr 23, 2026Updated last month
- FedGroup, A Clustered Federated Learning framework based on Tensorflow☆42Dec 2, 2021Updated 4 years ago
- This repository contains the source code for "Membership Inference Attacks as Privacy Tools: Reliability, Disparity and Ensemble", In Pro…☆11Jan 2, 2026Updated 5 months ago
- FEDL-Federated Learning algorithm using TensorFlow (Transaction on Networking 2021)☆58Nov 29, 2020Updated 5 years ago
- Examples for KubeEdge☆13Sep 29, 2020Updated 5 years ago
- ☆16Apr 4, 2024Updated 2 years ago
- [NeurIPS 2023]Federated Learning with Bilateral Curation for Partially Class-Disjoint Data☆14Aug 1, 2025Updated 10 months ago
- Official Code Repository for [AutoScale📈: Scale-Aware Data Mixing for Pre-Training LLMs] Published as a conference paper at **COLM 2025*…☆14Aug 8, 2025Updated 10 months ago
- ☆17Oct 14, 2025Updated 7 months ago
- 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.
- ☆13Nov 8, 2022Updated 3 years ago
- Deploy a Custom Machine Learning engine and Monitor Payload Logging and Fairness using AI OpenScale☆12Sep 17, 2025Updated 8 months ago
- Practical One-Shot Federated Learning for Cross-Silo Setting☆42May 21, 2021Updated 5 years ago
- Understanding sequence conservation with deep learning☆20Mar 19, 2017Updated 9 years ago
- An implementation of parameter server framework in PyTorch RPC.☆12Nov 12, 2021Updated 4 years ago
- Self-Teaching Notes on Gradient Leakage Attacks against GPT-2 models.☆14Mar 18, 2024Updated 2 years ago
- Displays the number of unread messages in your Office365 Mail inbox. You can also click the button to open your inbox.☆12Jun 7, 2019Updated 7 years ago