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:
- Chaincode for the Substra platform☆24Sep 6, 2022Updated 3 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 last year
- Profit Allocation for Federated Learning☆26Apr 27, 2020Updated 6 years ago
- Health Data Metrics (HDM) a Data Quality assessment Application.☆12Jan 15, 2023Updated 3 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Blockchain Enabled Asynchronous and Secure Federated Machine Learning☆12May 21, 2021Updated 5 years ago
- ☆11May 27, 2022Updated 4 years ago
- A modular evaluation metrics and a benchmark for large-scale federated learning☆12Jul 25, 2024Updated 2 years ago
- Performed document clustering using the DBSCAN clustering algorithm☆14Oct 21, 2020Updated 5 years ago
- Cross-silo Federated Learning playground in Python. Discover 7 real-world federated datasets to test your new FL strategies and try to be…☆241Jul 7, 2026Updated last month
- Efficient approximation algorithms for Shapley Values in Horizontal Enterprise Federated Learning☆13May 5, 2020Updated 6 years ago
- ☆12May 12, 2023Updated 3 years ago
- ☆65Aug 2, 2024Updated 2 years ago
- CS525 Group research Paper. A central server uses network topology/clustering algorithm to assign clusters for workers. A special aggrega…☆18Sep 1, 2021Updated 5 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆25Jan 20, 2019Updated 7 years ago
- ☆10Nov 10, 2016Updated 9 years ago
- ☆10Mar 31, 2025Updated last year
- Create plots locally and with REX. Primarily for CarND Sensor Fusion and Localization.☆11Nov 25, 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 8 months ago
- For distributed machine learning☆33Mar 2, 2026Updated 6 months 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
- Binary Search Tree sparse matrix and vector☆17Jul 17, 2018Updated 8 years ago
- ☆11Jan 19, 2021Updated 5 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.
- Python tools and functions for Gate☆35Jun 5, 2026Updated 2 months ago
- This repository contains the implementation of DPMLBench: Holistic Evaluation of Differentially Private Machine Learning☆11Nov 24, 2023Updated 2 years ago
- [ICLR2023] Towards Understanding and Mitigating Dimensional Collapse in Heterogeneous Federated Learning (https://arxiv.org/abs/2210.0022…☆40Jan 30, 2023Updated 3 years ago
- FedGroup, A Clustered Federated Learning framework based on Tensorflow☆42Dec 2, 2021Updated 4 years ago
- Code and manuscript for "Efficient Per-Example Gradient Computations in Convolutional Neural Networks"☆29Jan 26, 2020Updated 6 years ago
- How to use AWS IoT Greengrass V2 for Image classification and Video Analytics Pipelines☆20May 21, 2021Updated 5 years ago
- Gremlin-Python tutorial☆14Nov 15, 2024Updated last year
- Fault-tolerant for DL frameworks☆71Jul 5, 2023Updated 3 years ago
- Deploy a Custom Machine Learning engine and Monitor Payload Logging and Fairness using AI OpenScale☆12Sep 17, 2025Updated 11 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.
- Final project for "Navigating Data Structures" in the Introduction to Self Driving Cars Nanodegree☆11Jun 27, 2022Updated 4 years ago
- A fast data loader for ImageNet on PyTorch.☆18Mar 17, 2019Updated 7 years ago
- An implementation of parameter server framework in PyTorch RPC.☆12Nov 12, 2021Updated 4 years ago
- Understanding sequence conservation with deep learning☆20Mar 19, 2017Updated 9 years ago
- [NeurIPS 2023]Federated Learning with Bilateral Curation for Partially Class-Disjoint Data☆14Aug 1, 2025Updated last year
- Causal Reasoning for Membership Inference Attacks☆11Oct 21, 2022Updated 3 years ago
- A collaborative machine learning framework that operates through Tor.☆13Jun 1, 2020Updated 6 years ago