Alternatives and similar repositories for XFL

Users that are interested in XFL are comparing it to the libraries listed below

• FederatedAI / DOC-CHN
  FedAI 社区中文文档
  ☆138Updated last year
• FudanMPL / SecMML
  SecMML (Queqiao): Secure MPC (multi-party computation) Machine Learning Framework.
  ☆113Updated 2 years ago
• fedlearnAI / fedlearn
  联邦学习系统，包括常用算法和通用训练推理系统框架 | Fedlearn Main System, Including Algorithms and Frameworks for Training / Inference.
  ☆76Updated 3 years ago
• HikariX / MP-FedXGB
  An Efficient Learning Framework For Federated XGBoostUsing Secret Sharing And Distributed Optimization
  ☆31Updated 7 months ago
• delta-mpc / python-psi
  Private set intersection implemented in Python
  ☆101Updated 3 years ago
• Di-Chai / FedEval
  ☆46Updated last year
• cyqclark / fedlearn-algo
  Fedlearn支持前沿算法研发的Python工具库 | Fedlearn algorithm toolkit for researchers
  ☆92Updated 3 years ago
• PaddlePaddle / PaddleFL
  Federated Deep Learning in PaddlePaddle
  ☆512Updated 2 years ago
• tanjuntao / VFL_paper_list
  vertical federated learning paper lists
  ☆76Updated 4 years ago
• delta-mpc / crypten_vfl_demo
  vertical federated learning demo with crypten
  ☆47Updated 4 years ago
• Samuel-Maddock / federated-boosted-dp-trees
  Code for the CCS'22 paper "Federated Boosted Decision Trees with Differential Privacy"
  ☆48Updated last year
• secretflow / interconnection
  Interconnection Protocol
  ☆16Updated 2 months ago
• ray-project / rayfed
  A multiple parties joint, distributed execution engine based on Ray, to help build your own federated learning frameworks in minutes.
  ☆95Updated last year
• Xtra-Computing / FedTree
  A tree-based federated learning system (MLSys 2023)
  ☆149Updated 8 months ago
• Raymw / Federated-XGBoost
  Federated Learning on XGBoost
  ☆46Updated 5 years ago
• tongdun / iBond-flex
  FLEX (Federated Learning EXchange，FLEX) protocol is a set of standardized federal learning agreements designed by Tongdun AI Research Gro…
  ☆55Updated 2 years ago
• FederatedAI / FATE-Serving
  A scalable, high-performance serving system for federated learning models
  ☆141Updated 9 months ago
• FederatedAI / eggroll
  A Simple High Performance Computing Framework for [Federated] Machine Learning
  ☆242Updated 3 months ago
• FederatedAI / FATE-LLM
  Federated Learning for LLMs.
  ☆233Updated 10 months ago
• LightSecAgg / MLSys2022_anonymous
  Source code for MLSys 2022 submission "LightSecAgg: a Lightweight and Versatile Design for Secure Aggregation in Federated Learning"
  ☆23Updated 3 years ago
• avdvg / VFL-Survey
  ☆35Updated 4 years ago
• FLAIR-THU / VFLAIR
  THU-AIR Vertical Federated Learning general, extensible and light-weight framework
  ☆99Updated last year
• marcoszh / BatchCrypt
  ☆88Updated 5 years ago
• JasonCeng / MultipartyPSI-Pro
  基于可编程不经意伪随机数的多方隐私求交算法库 Programmable Oblivious PRF & multi-party PSI
  ☆26Updated 3 years ago
• Ye-D / PPML-Resource
  Materials about Privacy-Preserving Machine Learning
  ☆256Updated 3 weeks ago
• FederatedAI / KubeFATE
  Manage federated learning workload using cloud native technologies.
  ☆433Updated 11 months ago
• intel / pailliercryptolib_python
  Intel Paillier Cryptosystem Library is an open-source library which provides accelerated performance of a partial homomorphic encryption …
  ☆56Updated 3 months ago
• chenzhongd / Federated_Learning_Exploration
  Everything about federated learning. Your contribution is highly valued!
  ☆30Updated 4 years ago
• FederatedAI / FATE-Flow
  Solution for deploying and managing end-to-end federated learning workflows
  ☆53Updated this week
• open-intelligence / federated-learning-chinese
  ☆110Updated 4 years ago