Alternatives and similar repositories for decentralizedAI_dermatology

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

• monk1337 / Aweome-Heathcare-Federated-Learning
  A curated list of Federated Learning papers/articles and recent advancements.
  ☆100Updated 2 years ago
• owkin / FLamby
  Cross-silo Federated Learning playground in Python. Discover 7 real-world federated datasets to test your new FL strategies and try to be…
  ☆219Updated last year
• HewlettPackard / swarm-learning
  A simplified library for decentralized, privacy preserving machine learning
  ☆350Updated 11 months ago
• layer6ai-labs / ProxyFL
  Code accompanying the paper "Decentralized Federated Learning through Proxy Model Sharing"
  ☆79Updated 2 years ago
• schultzelab / swarm_learning
  Scripts for figures and calculations of the manuscript by Warnat-Herresthal el al. 2020
  ☆195Updated 4 years ago
• APPFL / APPFL
  Advanced Privacy-Preserving Federated Learning framework
  ☆154Updated this week
• ipc-lab / private-ml-for-health
  Dopamine: Differentially Private Federated Learning on Medical Data (AAAI - PPAI)
  ☆75Updated 8 months ago
• albarqouni / Federated-Learning-In-Healthcare
  A list of papers on Federated Deep Learning in Healthcare, in particular, algorithms Deep Learning with Medical Imaging.
  ☆33Updated 5 years ago
• kampmichael / FedDC
  ☆14Updated last year
• KatherLab / SWARM
  Swarm Learning for computational pathology
  ☆29Updated 3 years ago
• VectorInstitute / FL4Health
  A flexible, modular, and easy to use library to facilitate federated learning research and development in healthcare settings
  ☆46Updated this week
• vaseline555 / Federated-Learning-with-Flower
  Simple simulation of federated learning (FedAvg) using Flower framework
  ☆24Updated 3 years ago
• myeongkyunkang / FedISCA
  MICCAI2023. "One-shot Federated Learning on Medical Data using Knowledge Distillation with Image Synthesis and Client Model Adaptation"
  ☆18Updated last year
• ivishalanand / Federated-Learning-on-Hospital-Data
  A Federated Learning implementation to diagnose 2 acute inflammations of bladder.. This medical dataset truly needs privacy! Because we c…
  ☆40Updated 5 years ago
• Substra / substrafl
  A high-level federated learning Python library used to run complex federated learning experiments at scale on a Substra network
  ☆59Updated 4 months ago
• muz1lee / MOTdata
  Implementation of FedBary
  ☆15Updated 6 months ago
• smallsmallstrong / Master-Thesis---Federated-Transfer-Learning-with-Multimodal-Data
  This is the code for my master thesis.
  ☆18Updated 3 years ago
• vaseline555 / SuPerFed
  (SIGKDD 2022) Connected Low-Loss Subspace Learning for a Personalization in Federated Learning (https://arxiv.org/abs/2109.07628)
  ☆31Updated last year
• NVlabs / FedFomo
  ☆43Updated 3 years ago
• NVIDIA / NVFlare
  NVIDIA Federated Learning Application Runtime Environment
  ☆804Updated this week
• naderAsadi / FedAvg
  Simple implementation of FedAvg, a Federated Learning algorithm.
  ☆30Updated 2 years ago
• mukul-rathi / personalised-federated-learning
  Principles of ML Systems Project
  ☆26Updated 4 years ago
• okazaki0 / pyfed
  PyFed generic framework of benchmark for Federated Learning
  ☆11Updated 4 years ago
• fedbiomed / fedbiomed
  A collaborative learning framework for empowering biomedical research
  ☆60Updated last week
• OnizukaLab / FedMeasure
  ☆17Updated 2 years ago
• scaleoutsystems / fedn
  An enterprise-ready and vendor-agnostic federated learning platform.
  ☆161Updated last week
• ZexiLee / ICML-2023-FedLAW
  The is the official implementation of ICML 2023 paper "Revisiting Weighted Aggregation in Federated Learning with Neural Networks".
  ☆59Updated 2 years ago
• baolongnguyenmac / fl-ml
  This is official code for ACIIDS2022 paper "Meta-learning and Personalization layer in Federated learning"
  ☆30Updated last year
• Yutong-Dai / FedNH
  Code release for Tackling Data Heterogeneity in Federated Learning with Class Prototypes appeared on AAAI2023.
  ☆45Updated 2 years ago
• ZJU-DIVER / ShapleyFL-Robust-Federated-Learning-Based-on-Shapley-Value
  ☆24Updated last year