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:
- Python wrappers to interact with a Substra backend☆27Oct 14, 2024Updated 2 years ago
- DEPRECATED - Shared UI component library☆14Aug 13, 2020Updated 6 years ago
- Low-level Python library used to interact with a Substra network☆278Oct 14, 2024Updated 2 years ago
- Référentiel d'évaluation data science responsable et de confiance☆75Sep 4, 2026Updated last month
- Introduction to Scikit-Learn and Pandas☆18Apr 27, 2016Updated 10 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- RAMP packages: database, backend, frontend, utilities☆15Mar 18, 2024Updated 2 years ago
- [UbiComp/IMWUT '23] Hierarchical Clustering-based Personalized Federated Learning for Robust and Fair Human Activity Recognition☆33Oct 20, 2025Updated 11 months ago
- Cross-silo Federated Learning playground in Python. Discover 7 real-world federated datasets to test your new FL strategies and try to be…☆246Jul 7, 2026Updated 3 months ago
- A distributed fedrated learning system on the blockchain.☆64Jan 20, 2019Updated 7 years ago
- Efficient approximation algorithms for Shapley Values in Horizontal Enterprise Federated Learning☆13May 5, 2020Updated 6 years ago
- Générateur de planning (ICS) depuis l'emploi du temps INSA Lyon - Dept IF☆10Aug 23, 2021Updated 5 years ago
- ☆12May 12, 2023Updated 3 years ago
- The AI Arena: A framework for distributed multi-agent reinforcement learning☆14Aug 5, 2022Updated 4 years ago
- Official implementation of our work "Collaborative Fairness in Federated Learning."☆55May 28, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- PyFed generic framework of benchmark for Federated Learning☆11Oct 9, 2021Updated 5 years ago
- ☆25Jan 20, 2019Updated 7 years ago
- An Efficient Learning Framework For Federated XGBoostUsing Secret Sharing And Distributed Optimization☆32Mar 8, 2025Updated last year
- ☆10Nov 10, 2016Updated 9 years ago
- Create plots locally and with REX. Primarily for CarND Sensor Fusion and Localization.☆11Nov 25, 2021Updated 4 years ago
- A library for statistically estimating the privacy of ML pipelines from membership inference attacks☆38Aug 21, 2025Updated last year
- Code for the paper "Overconfidence is a Dangerous Thing: Mitigating Membership Inference Attacks by Enforcing Less Confident Prediction" …☆13Sep 6, 2023Updated 3 years ago
- Binary Search Tree sparse matrix and vector☆17Jul 17, 2018Updated 8 years ago
- Populate FHIR-compliant objects using SQL databases and processing rules☆25May 4, 2020Updated 6 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- This repository contains the implementation of DPMLBench: Holistic Evaluation of Differentially Private Machine Learning☆11Nov 24, 2023Updated 2 years ago
- Official Repo for "Efficient task-specific data valuation for nearest neighbor algorithms"☆27Feb 21, 2020Updated 6 years ago
- Code and manuscript for "Efficient Per-Example Gradient Computations in Convolutional Neural Networks"☆29Jan 26, 2020Updated 6 years ago
- FEDL-Federated Learning algorithm using TensorFlow (Transaction on Networking 2021)☆57Nov 29, 2020Updated 5 years ago
- ☆40Sep 25, 2023Updated 3 years ago
- Deploy a Custom Machine Learning engine and Monitor Payload Logging and Fairness using AI OpenScale☆12Sep 17, 2025Updated last year
- Official Code Repository for [AutoScale📈: Scale-Aware Data Mixing for Pre-Training LLMs] Published as a conference paper at **COLM 2025*…☆14Aug 8, 2025Updated last year
- [NeurIPS 2023]Federated Learning with Bilateral Curation for Partially Class-Disjoint Data☆15Aug 1, 2025Updated last year
- Optimal mass transport for deformable registration and warping of 2D images☆13Aug 22, 2011Updated 15 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Causal Reasoning for Membership Inference Attacks☆12Oct 21, 2022Updated 3 years ago
- Standardization tool for healthcare data☆54Dec 13, 2022Updated 3 years ago
- A collaborative machine learning framework that operates through Tor.☆13Jun 1, 2020Updated 6 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
- Practical One-Shot Federated Learning for Cross-Silo Setting☆42May 21, 2021Updated 5 years ago
- ☆10Mar 17, 2015Updated 11 years ago
- Self-Teaching Notes on Gradient Leakage Attacks against GPT-2 models.☆14Mar 18, 2024Updated 2 years ago