Alternatives and similar repositories for FlowerMonthly

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

• PratikGarai / MNIST-Federated
  Experiments on MNIST dataset and federated training using Flower framework
  ☆41Updated last month
• mukul-rathi / personalised-federated-learning
  Principles of ML Systems Project
  ☆26Updated 4 years ago
• warisgill / TraceFL
  TraceFL is a novel mechanism for Federated Learning that achieves interpretability by tracking neuron provenance. It identifies clients r…
  ☆10Updated last year
• Sapienza-University-Rome / FedArtML
  Federated Learning for Artificial Intelligence and Machine Learning
  ☆17Updated 2 months ago
• vaseline555 / Federated-Learning-in-PyTorch
  Handy PyTorch implementation of Federated Learning (for your painless research)
  ☆459Updated 2 years ago
• c-gabri / Federated-Learning-PyTorch
  PyTorch implementation of Federated Learning algorithms FedSGD, FedAvg, FedAvgM, FedIR, FedVC, FedProx and standard SGD, applied to visua…
  ☆78Updated 3 years ago
• alexjungaalto / FederatedLearning
  Material workbench for the master-level course CS-E4740 "Federated Learning"
  ☆153Updated 3 months ago
• MLOPTPSU / FedTorch
  FedTorch is a generic repository for benchmarking different federated and distributed learning algorithms using PyTorch Distributed API.
  ☆193Updated 7 months ago
• smduan / Fed-TDA
  The implementation of our paper Fed-TDA
  ☆14Updated 2 years ago
• MMorafah / FedZoo-Bench
  FedZoo-Bench: An open source PyTorch libarary for federated learning with implementation of more than 22 algorithms
  ☆18Updated 9 months ago
• PR-Desai2226 / Credit-card-fraud-detection-using-Federated-Learning-and-Split-Learning
  Comparison b/w Federated Learning & Split Learning for credit card fraud detection dataset using Pytorch
  ☆18Updated 4 years ago
• Yangfan-Jiang / Federated-Learning-with-Differential-Privacy
  Implementation of dp-based federated learning framework using PyTorch
  ☆312Updated 2 years ago
• CharlieDinh / pFedMe
  Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)
  ☆304Updated 3 years ago
• mtuann / federated-learning-updated-papers
  Papers related to Federated Learning in all top venues
  ☆49Updated last week
• KarhouTam / Per-FedAvg
  PyTorch Implementation of Personalized federated learning with theoretical guarantees: A model-agnostic meta-learning approach
  ☆56Updated 2 years ago
• JonasGeiping / breaching
  Breaching privacy in federated learning scenarios for vision and text
  ☆307Updated 3 months ago
• vaseline555 / Federated-Learning-with-Flower
  Simple simulation of federated learning (FedAvg) using Flower framework
  ☆24Updated 3 years ago
• Gharibim / federated_learning_course
  Federated Learning Course Materials
  ☆64Updated 4 years ago
• diaoenmao / HeteroFL-Computation-and-Communication-Efficient-Federated-Learning-for-Heterogeneous-Clients
  [ICLR 2021] HeteroFL: Computation and Communication Efficient Federated Learning for Heterogeneous Clients
  ☆177Updated 2 years ago
• Minki-Kim95 / Federated-Learning-and-Split-Learning-with-raspberry-pi
  SRDS 2020: End-to-End Evaluation of Federated Learning and Split Learning for Internet of Things
  ☆114Updated 4 years ago
• pliang279 / LG-FedAvg
  [NeurIPS 2019 FL workshop] Federated Learning with Local and Global Representations
  ☆242Updated last year
• omarfoq / FedEM
  Official code for "Federated Multi-Task Learning under a Mixture of Distributions" (NeurIPS'21)
  ☆164Updated 3 years ago
• garrisongys / SplitFed
  ☆20Updated 3 years ago
• chandra2thapa / SplitFed-When-Federated-Learning-Meets-Split-Learning
  Releasing the source code Version1.
  ☆173Updated 4 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
• felisat / federated-learning
  ☆96Updated 4 years ago
• wenzhu23333 / Federated-Learning
  An open source FL implement with dataset(Femnist, Shakespeare, MNIST, Cifar-10 and Fashion-Mnist) using pytorch
  ☆132Updated 2 years ago
• epfml / federated-learning-public-code
  ☆162Updated 2 years ago
• Xtra-Computing / NIID-Bench
  Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)
  ☆610Updated last year
• wenzhu23333 / Differential-Privacy-Based-Federated-Learning
  Everything you want about DP-Based Federated Learning, including Papers and Code. (Mechanism: Laplace or Gaussian, Dataset: femnist, shak…
  ☆412Updated last year