Privacy Preserving Vertical Federated Learning
☆221Jun 1, 2023Updated 3 years ago
Alternatives and similar repositories for PyVertical
Users that are interested in PyVertical are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Integration of SplitNN for vertically partitioned data with OpenMined's PySyft☆28Sep 2, 2020Updated 6 years ago
- vertical federated learning paper lists☆77Jan 5, 2021Updated 5 years ago
- Practical Vertical Federated Learning with Unsupervised Representation Learning (TBD 2022)☆21Feb 21, 2022Updated 4 years ago
- A coupled vertical federated learning framework that boosts the model performance with record similarities (NeurIPS 2022)☆28Mar 28, 2023Updated 3 years ago
- A demo of vertical federated learning on simple datasets☆23Nov 21, 2020Updated 5 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.
- vertical federated learning demo with crypten☆48Sep 5, 2021Updated 5 years ago
- ☆21Oct 25, 2021Updated 5 years ago
- A curated list of advancements in Vertical Federated Learning, frameworks and libraries.☆40Jul 29, 2025Updated last year
- The implementation of FedBCD algorithm published in the paper "FedBCD: A Communication-Efficient Collaborative Learning Framework for Dis…☆16Jul 2, 2024Updated 2 years ago
- Federated Learning Framework Benchmark (UniFed)☆48Jun 14, 2023Updated 3 years ago
- Code for Paper "Private federated learning on vertically partitioned data via entity resolution and additively homomorphic encryption"☆34Nov 17, 2022Updated 3 years ago
- Compressed Vertical Federated Learning simulation code☆15Apr 11, 2023Updated 3 years ago
- FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a …☆4,071Oct 28, 2025Updated last year
- FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai☆2,022Sep 3, 2022Updated 4 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- A collection of Google research projects related to Federated Learning and Federated Analytics.☆764Mar 25, 2026Updated 7 months ago
- ☆22Jan 5, 2023Updated 3 years ago
- Leaf: A Benchmark for Federated Settings☆910Mar 24, 2023Updated 3 years ago
- A tree-based federated learning system (MLSys 2023)☆152Jan 20, 2025Updated last year
- [NeurIPS 2019 FL workshop] Federated Learning with Local and Global Representations☆244Jul 25, 2024Updated 2 years ago
- Federated Deep Learning in PaddlePaddle☆512Jul 26, 2023Updated 3 years ago
- Investigating Split Learning and Federate Learning☆85May 25, 2020Updated 6 years ago
- Diffprivlib: The IBM Differential Privacy Library☆919Oct 12, 2026Updated 2 weeks ago
- A library for federated learning (a distributed machine learning process) in an enterprise environment.☆534Sep 17, 2025Updated 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.
- A framework for Privacy Preserving Machine Learning☆1,650Nov 23, 2024Updated last year
- ☆12Nov 26, 2019Updated 6 years ago
- Federated Block Coordinate Descent (FedBCD) code for "Federated Block Coordinate Descent Scheme for Learning Global and Personalized Mode…☆16Dec 27, 2020Updated 5 years ago
- A Simulator for Privacy Preserving Federated Learning☆94Jan 12, 2021Updated 5 years ago
- resources about federated learning and privacy in machine learning☆544Jun 26, 2024Updated 2 years ago
- Perform data science on data that remains in someone else's server☆10,046Updated this week
- Code for Horizontal Federated Learning blog around Credit Scoring☆10Sep 14, 2020Updated 6 years ago
- The implementation of FedHSSL algorithm published in the paper "A Hybrid Self-Supervised Learning Framework for Vertical Federated Learni…☆14Jul 13, 2024Updated 2 years ago
- Training PyTorch models with differential privacy☆1,968Sep 24, 2026Updated last month
- 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.
- ☆23Dec 15, 2022Updated 3 years ago
- Private Set Intersection Cardinality protocol based on ECDH and Bloom Filters☆152Sep 22, 2026Updated last month
- [ACM EuroSys'24] Dordis: Efficient Federated Learning with Dropout-Resilient Differential Privacy☆23Apr 28, 2025Updated last year
- Simple Python Socket-based Split Learning technique using PyTorch☆14Mar 13, 2020Updated 6 years ago
- A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.☆478Aug 1, 2023Updated 3 years ago
- KDD 2023 accepted paper, FedCP: Separating Feature Information for Personalized Federated Learning via Conditional Policy☆35Dec 17, 2024Updated last year
- Simulate a federated setting and run differentially private federated learning.☆393Mar 7, 2025Updated last year