Projects in Awesome Lists tagged with federated-learning
A curated list of projects in awesome lists tagged with federated-learning .
https://github.com/visenger/awesome-mlops
A curated list of references for MLOps
ai data-science devops engineering federated-learning machine-learning ml mlops software-engineering
Last synced: 23 Feb 2026
https://github.com/openmined/pysyft
Perform data science on data that remains in someone else's server
cryptography deep-learning federated-learning hacktoberfest privacy python pytorch secure-computation syft
Last synced: 12 May 2025
https://github.com/OpenMined/PySyft
Perform data science on data that remains in someone else's server
cryptography deep-learning federated-learning hacktoberfest privacy python pytorch secure-computation syft
Last synced: 14 Mar 2025
https://github.com/flwrlabs/flower
Flower: A Friendly Federated AI Framework
ai android artificial-intelligence cpp deep-learning federated-analytics federated-learning federated-learning-framework fleet-intelligence fleet-learning flower framework grpc ios machine-learning python pytorch raspberry-pi scikit-learn tensorflow
Last synced: 14 Apr 2026
https://github.com/adap/flower
Flower: A Friendly Federated AI Framework
ai android artificial-intelligence cpp deep-learning federated-analytics federated-learning federated-learning-framework fleet-intelligence fleet-learning flower framework grpc ios machine-learning python pytorch raspberry-pi scikit-learn tensorflow
Last synced: 10 Mar 2026
https://github.com/FederatedAI/FATE
An Industrial Grade Federated Learning Framework
algorithm fate federated-learning machine-learning privacy-preserving
Last synced: 28 Mar 2025
https://github.com/FedML-AI/FedML
FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a cross-cloud scheduler, further enables running any AI jobs on any GPU cloud or on-premise cluster. Built on this library, TensorOpera AI (https://TensorOpera.ai) is your generative AI platform at scale.
ai-agent deep-learning distributed-training edge-ai federated-learning inference-engine machine-learning mlops model-deployment model-serving on-device-training
Last synced: 04 Apr 2025
https://github.com/fedml-ai/fedml
FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a cross-cloud scheduler, further enables running any AI jobs on any GPU cloud or on-premise cluster. Built on this library, TensorOpera AI (https://TensorOpera.ai) is your generative AI platform at scale.
ai-agent deep-learning distributed-training edge-ai federated-learning inference-engine machine-learning mlops model-deployment model-serving on-device-training
Last synced: 08 May 2025
https://github.com/secretflow/secretflow
A unified framework for privacy-preserving data analysis and machine learning
confidential-computing data-analysis differential-privacy federated-learning homomorphic-encryption machine-learning privacy-preserving private-set-intersection secure-multiparty-computation split-learning trusted-execution-environment
Last synced: 01 Feb 2026
https://github.com/innovation-cat/awesome-federated-machine-learning
Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond
computer-vision deep-learning differential-privacy distributed-computing edge-computing federated-learning machine-learning privacy-preserving-machine-learning security
Last synced: 28 Jan 2026
https://github.com/alibaba/federatedscope
An easy-to-use federated learning platform
federated-learning machine-learning pytorch
Last synced: 15 May 2025
https://github.com/alibaba/FederatedScope
An easy-to-use federated learning platform
federated-learning machine-learning pytorch
Last synced: 09 May 2025
https://github.com/shaoxiongji/federated-learning
A PyTorch Implementation of Federated Learning http://doi.org/10.5281/zenodo.4321561
deep-learning federated-learning pytorch
Last synced: 08 Apr 2025
https://github.com/primihub/primihub
Privacy-Preserving Computing Platform 由密码学专家团队打造的开源隐私计算平台，支持多方安全计算、联邦学习、隐私求交、匿踪查询等。
federated-learning fl hacktoberfest mpc multi-party-computation pir privacy-preserving private-information-retrieval private-set-intersection psi security-protocol
Last synced: 14 May 2025
https://github.com/AshwinRJ/Federated-Learning-PyTorch
Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data
deep-learning distributed-computing federated-learning python pytorch
Last synced: 06 May 2025
https://github.com/medmnist/medmnist
[pip install medmnist] 18x Standardized Datasets for 2D and 3D Biomedical Image Classification
2d 3d automl benchmark classification dataset decathlon deep-learning federated-learning few-shot-learning machine-learning medical medical-image-analysis medical-image-computing medical-imaging medmnist mnist multi-modal pytorch
Last synced: 14 May 2025
https://github.com/smilelab-fl/fedlab
A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.
deep-learning federated-learning federated-learning-framework fedlab machine-learning pytorch pytorch-federated-learning
Last synced: 15 May 2025
https://github.com/intel/openfl
An Open Framework for Federated Learning.
federated-analytics federated-evaluation federated-learning privacy-preserving-ml python trusted-execution-environment
Last synced: 06 Apr 2025
https://github.com/SMILELab-FL/FedLab
A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.
deep-learning federated-learning federated-learning-framework fedlab machine-learning pytorch pytorch-federated-learning
Last synced: 02 May 2025
https://github.com/BUAA-BDA/OpenHuFu
OpenHuFu is an open-sourced data federation system to support collaborative queries over multi databases with security guarantee.
data-federation data-privacy data-security data-sharing differential-privacy federated-learning mpc multiparty-computation privacy-preserving secure-computation spatial-analysis spatial-data-analysis spatial-queries swarm-intelligence transportation
Last synced: 20 Nov 2025
https://github.com/nvidia/nvflare
NVIDIA Federated Learning Application Runtime Environment
decentralized federated-analytics federated-computing federated-learning pet privacy-protection python
Last synced: 14 Mar 2026
https://github.com/securefederatedai/openfl
An open framework for Federated Learning.
collaborative-learning deep-learning distributed-computing distributed-learning fedavg fedcurv federated-analytics federated-deep-learning federated-learning federated-learning-framework fedopt fedprox keras-federated-learning machine-learning openfl privacy-preserving-machine-learning python pytorch-federated-learning secure-computation tensorflow-federated-learning
Last synced: 29 Mar 2025
https://github.com/xtra-computing/niid-bench
Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)
benchmark feature-imbalance federated-learning federated-learning-benchmark label-imbalance
Last synced: 04 Apr 2025
https://github.com/achuthasubhash/Complete-Life-Cycle-of-a-Data-Science-Project
Complete-Life-Cycle-of-a-Data-Science-Project
analysis data-analysis data-science dataset deep-learning eda exploratory-data-analysis feature-engineering federated-learning machine-learning nlp-models python python-library pytorch reinforcement-learning scraper supervised-learning transfer-learning unsupervised-learning web-scraping
Last synced: 06 May 2025
https://github.com/LatticeX-Foundation/Rosetta
A Privacy-Preserving Framework Based on TensorFlow
federated-learning homomorphic-encryption privacy-preserving-machine-learning secure-computation secure-multiparty-computation zero-knowledge-proofs
Last synced: 02 May 2025
https://github.com/poga/awesome-federated-learning
resources about federated learning and privacy in machine learning
deep-learning federated-learning medical-data privacy
Last synced: 26 Jan 2026
https://github.com/SymbioticLab/FedScale
FedScale is a scalable and extensible open-source federated learning (FL) platform.
benchmark dataset deep-learning deployment distributed federated-learning icml machine-learning mlsys osdi pytorch tensorflow
Last synced: 02 May 2025
https://github.com/Koukyosyumei/AIJack
Security and Privacy Risk Simulator for Machine Learning (arXiv:2312.17667)
adversarial-attacks adversarial-examples adversarial-machine-learning dbms deep-learning differential-privacy evasion-attack federated-learning homomorphic-encryption k-anonymity machine-learning membership-inference model-inversion-attacks paillier paillier-cryptosystem poisoning-attacks privacy security
Last synced: 14 Jun 2025
https://github.com/microsoft/personalizedfl
Personalized federated learning codebase for research
deep-learning federated-learning machine-learning non-iid personalized-federated-learning
Last synced: 05 Apr 2025
https://github.com/microsoft/PersonalizedFL
Personalized federated learning codebase for research
deep-learning federated-learning machine-learning non-iid personalized-federated-learning
Last synced: 27 Mar 2025
https://github.com/sap-samples/machine-learning-diff-private-federated-learning
Simulate a federated setting and run differentially private federated learning.
differential-privacy federated-learning machine-learning sample sample-code security
Last synced: 11 Apr 2025
https://github.com/koukyosyumei/aijack
Security and Privacy Risk Simulator for Machine Learning (arXiv:2312.17667)
adversarial-attacks adversarial-examples adversarial-machine-learning dbms deep-learning differential-privacy evasion-attack federated-learning homomorphic-encryption k-anonymity machine-learning membership-inference model-inversion-attacks paillier paillier-cryptosystem poisoning-attacks privacy security
Last synced: 04 Apr 2025
https://apple.github.io/pfl-research/
Simulation framework for accelerating research in Private Federated Learning
differential-privacy federated-learning federated-learning-framework machine-learning privacy
Last synced: 28 Apr 2025
https://github.com/apple/pfl-research
Simulation framework for accelerating research in Private Federated Learning
differential-privacy federated-learning federated-learning-framework machine-learning privacy
Last synced: 15 May 2025
https://github.com/jonasgeiping/breaching
Breaching privacy in federated learning scenarios for vision and text
decentralized-learning federated-learning machine-learning privacy-audit pytorch security
Last synced: 06 Nov 2025
https://github.com/qinbinli/moon
Model-Contrastive Federated Learning (CVPR 2021)
contrastive-learning cvpr2021 federated-learning pytorch
Last synced: 09 Apr 2025
https://github.com/Substra/substra
Low-level Python library used to interact with a Substra network
federated-learning federated-learning-framework
Last synced: 19 Apr 2025
https://github.com/google/fedjax
FedJAX is a JAX-based open source library for Federated Learning simulations that emphasizes ease-of-use in research.
Last synced: 11 Jan 2026
https://github.com/pliang279/lg-fedavg
[NeurIPS 2019 FL workshop] Federated Learning with Local and Global Representations
federated-learning machine-learning research
Last synced: 21 Aug 2025
https://github.com/jayzhang42/federatedgpt-shepherd
Shepherd: A foundational framework enabling federated instruction tuning for large language models
federated-learning large-language-model
Last synced: 13 Apr 2025
https://github.com/fedml-ai/fednlp
FedNLP: An Industry and Research Integrated Platform for Federated Learning in Natural Language Processing, Backed by FedML, Inc. The Previous Research Version is Accepted to NAACL 2022
federated-learning machine-learning natural-language-processing nlp
Last synced: 08 Feb 2026
https://github.com/FedML-AI/FedNLP
FedNLP: An Industry and Research Integrated Platform for Federated Learning in Natural Language Processing, Backed by FedML, Inc. The Previous Research Version is Accepted to NAACL 2022
federated-learning machine-learning natural-language-processing nlp
Last synced: 29 Apr 2025
https://github.com/openmined/pyvertical
Privacy Preserving Vertical Federated Learning
federated-learning partitioned-data private-set-intersection psi split-neural-network splitnn vertical-federated-learning
Last synced: 02 Jul 2025
https://github.com/OpenMined/PyVertical
Privacy Preserving Vertical Federated Learning
federated-learning partitioned-data private-set-intersection psi split-neural-network splitnn vertical-federated-learning
Last synced: 29 Mar 2025
https://github.com/owkin/FLamby
Cross-silo Federated Learning playground in Python. Discover 7 real-world federated datasets to test your new FL strategies and try to beat the leaderboard.
dataset deep-learning differential-privacy federated-learning healthcare machine-learning python
Last synced: 09 May 2025
https://github.com/openmined/syfertext
A privacy preserving NLP framework
encrypted-computation federated-learning hacktoberfest hacktoberfest2020 natural-language-processing nlp python secure-multiparty-computation
Last synced: 02 Jul 2025
https://github.com/microsoft/msrflute
Federated Learning Utilities and Tools for Experimentation
distributed-learning federated-learning gloo machine-learning nccl personalization privacy-tools pytorch simulation transformers-models
Last synced: 13 Apr 2025
https://github.com/fedml-ai/fedgraphnn
FedGraphNN: A Federated Learning Platform for Graph Neural Networks with MLOps Support. The previous research version is accepted to ICLR'2021 - DPML and MLSys'21 - GNNSys workshops.
deep-learning distributed-learning federated-learning federated-learning-framework fedml gnns graph-neural-networks machine-learning pytorch tensorflow
Last synced: 10 Apr 2025
https://github.com/epfml/disco
DISCO is a code-free and installation-free browser platform that allows any non-technical user to collaboratively train machine learning models without sharing any private data.
browser collaborative-learning decentralized-learning federated-learning machine-learning mobile privacy-preserving
Last synced: 15 May 2025
https://github.com/beiyuouo/arxiv-daily
🎓 Automatically Update Some Fields Papers Daily using Github Actions (Update Every 12th hours)
arxiv arxiv-api arxiv-daily arxiv-papers computer-vision federated-learning github-actions meta-learning robotics slam
Last synced: 04 Apr 2025
https://github.com/scaleoutsystems/fedn
FEDn: An enterprise-ready open source federated learning framework. This repository contains the Python framework, CLI and API.
edge-ai edge-ml federated-learning federated-machine-learning fedml fleet-learning keras-tensorflow pytorch scikit-learn tensorflow
Last synced: 15 May 2025
https://scaleoutsystems.github.io/fedn/
FEDn: An enterprise-ready and vendor-agnostic federated learning platform.
edge-ai edge-ml federated-learning federated-machine-learning fedml fleet-learning keras-tensorflow pytorch scikit-learn tensorflow
Last synced: 10 May 2025
https://github.com/smilelab-fl/fedlab-benchmarks
Standard federated learning implementations in FedLab and FL benchmarks.
deep-learning federated-learning fedlab pytorch-implementation
Last synced: 09 Apr 2025
https://github.com/xtra-computing/fedtree
A tree-based federated learning system (MLSys 2023)
distributed federated-learning gradient-boosting-decision-trees
Last synced: 16 May 2025
https://github.com/Xtra-Computing/FedTree
A tree-based federated learning system (MLSys 2023)
distributed federated-learning gradient-boosting-decision-trees
Last synced: 09 May 2025
https://github.com/mccorby/photolabeller
Federated Learning: Client application doing classification of images and local training. Works better with the Parameter Server at https://github.com/mccorby/PhotoLabellerServer
android deeplearning4j dl4j edge-computing federated-learning kotlin machine-learning
Last synced: 23 Apr 2025
https://github.com/mccorby/PhotoLabeller
Federated Learning: Client application doing classification of images and local training. Works better with the Parameter Server at https://github.com/mccorby/PhotoLabellerServer
android deeplearning4j dl4j edge-computing federated-learning kotlin machine-learning
Last synced: 03 Apr 2025
https://github.com/lishenghui/blades
⚔️ Blades: A Unified Benchmark Suite for Attacks and Defenses in Federated Learning
byzantine-fault-tolerance distributed-systems fedavg federated federated-learning federated-learning-framework federated-learning-simulator model-poisoning-attack robust-federated-learning robust-machine-learning robust-optimization
Last synced: 10 Apr 2025
https://github.com/FederatedAI/FATE-Serving
A scalable, high-performance serving system for federated learning models
federated-learning inference model-serving model-versioning monitor
Last synced: 16 Nov 2025
https://github.com/iblameandrew/local-deepthink
It takes a village to raise a child: Google DeepThink 🧠 but in LangGraph and free - an original algorithm for collaborative agents using qualitative backpropagation. Turn hours of prompting into a single high level prompt and let a QNN figure system prompts on the fly.
federated-learning hierarchical-agents langchain langgraph machine-learning-algorithms metaheuristics microapps optimization-algorithms prompt-engineering
Last synced: 17 Jan 2026
https://github.com/mccorby/federatedandroidtrainer
See new version https://github.com/mccorby/PhotoLabeller
android clean-architecture deep-learning deeplearning4j dl4j federated-learning machine-learning rxjava2
Last synced: 23 Apr 2025
https://github.com/usc-sail/fed-multimodal
[KDD 2023] FedMultimodal
action-recognition emotion-recognition federated-learning multimodal-learning
Last synced: 18 Jan 2026
https://github.com/primihub/primihub-platform
PrimiHub platform is a Muti-Party Computation and Muti-Party federated task security scheduling platform for MPC and FL point to point service.
federated-learning hacktoberfest mpc pir psi
Last synced: 09 Apr 2025
https://github.com/ambianic/ambianic-edge
The core runtime engine for Ambianic Edge devices.
ai ambianic-edge-deployments cameras custom-model decentralized docker edge-computing edge-devices fall-detection federated-learning home-assistant home-automation local privacy-protection python raspberry-pi smart-speaker smarthome tensorflow web3
Last synced: 25 Jul 2025
https://github.com/ray-project/rayfed
A multiple parties joint, distributed execution engine based on Ray, to help build your own federated learning frameworks in minutes.
distributed-execution federated-learning privacy-preserving python ray
Last synced: 05 Apr 2025
https://github.com/apple/ml-flair
A large labelled image dataset for benchmarking in federated learning
dataset differential-privacy federated-learning
Last synced: 19 Oct 2025
https://github.com/dudeperf3ct/dl_notebooks
This repo contains all the notebooks mentioned in blog.
allennlp bert char-rnn cnn cnn-visualization deep-learning elmo fastai-tutorials federated-learning gpt-2 gru keras-tutorials lstm mlp object-detection pytorch-tutorials style-transfer tensorflow-tutorials transfer-learning transfer-learning-nlp
Last synced: 14 Jun 2025
https://github.com/GitDataAI/jzfs
A Git-like Version Control File System for AI & Data Product Management.
aiops data-collaboration data-lake data-lineage data-product data-version-control data-versioning dataops digital-twins federated-learning git git-filesystem git-for-data git-interface jiaozifs jzfs mlops version-controlled-filesystem
Last synced: 04 Apr 2025
https://github.com/GitDataAI/jiaozifs
A Git-like Version Control File System for AI & Data Product Management.
aiops data-collaboration data-lake data-lineage data-product data-version-control data-versioning dataops digital-twins federated-learning git git-filesystem git-for-data git-interface jiaozifs jzfs mlops version-controlled-filesystem
Last synced: 03 Mar 2025
https://github.com/dudeperf3ct/DL_Notebooks
This repo contains all the notebooks mentioned in blog.
allennlp bert char-rnn cnn cnn-visualization deep-learning elmo fastai-tutorials federated-learning gpt-2 gru keras-tutorials lstm mlp object-detection pytorch-tutorials style-transfer tensorflow-tutorials transfer-learning transfer-learning-nlp
Last synced: 19 Jul 2025
https://github.com/openmined/kotlinsyft
The official Syft worker for secure on-device machine learning
android-library deep-learning federated-learning kotlin security syft
Last synced: 02 Jul 2025
https://github.com/paddlepaddle/paddledtx
Paddle with Decentralized Trust based on Xuperchain
blockchain decentralized-storage distributed-machine-learning federated-learning trusted-ai
Last synced: 19 Apr 2025
https://github.com/OpenMined/KotlinSyft
The official Syft worker for secure on-device machine learning
android-library deep-learning federated-learning kotlin security syft
Last synced: 13 May 2025
https://github.com/fedml-ai/fedcv
FedCV: An Industrial-grade Federated Learning Framework for Diverse Computer Vision Tasks
computer-vision federated-learning image-classifiation image-segmentation medical-imaging object-detection
Last synced: 31 Jan 2026
https://github.com/shaoxiongji/fed-att
Attentive Federated Learning for Private NLM
attention-mechanism deep-learning federated-learning language-modeling pytorch
Last synced: 22 Apr 2025
https://github.com/tanyuqian/redco
NAACL '24 (Best Demo Paper RunnerUp) / MlSys @ NeurIPS '23 - RedCoast: A Lightweight Tool to Automate Distributed Training and Inference
differential-privacy diffusion-models distributed-training fedavg federated-learning flan-t5-xxl gemma image-captioning jax large-language-models llama maml meta-learning mixed-precision mlsys model-parallelism ppo reinforcement-learning seq2seq stable-diffusion
Last synced: 06 Apr 2025
https://github.com/makgyver/fluke
Federated learning framework made by researchers for researchers :)
federated-learning machine-learning-library pypi-packages
Last synced: 11 Mar 2026
https://github.com/mccorby/photolabellerserver
Federated Learning: Parameter Server doing aggregation of updates to a model coming from clients participating in a Federated Learning setup. See also the Android application companion at https://github.com/mccorby/PhotoLabeller
cifar-10 deeplearning4j dl4j federated-learning kotlin machine-learning
Last synced: 23 Apr 2025
https://github.com/mccorby/PhotoLabellerServer
Federated Learning: Parameter Server doing aggregation of updates to a model coming from clients participating in a Federated Learning setup. See also the Android application companion at https://github.com/mccorby/PhotoLabeller
cifar-10 deeplearning4j dl4j federated-learning kotlin machine-learning
Last synced: 10 May 2025
https://github.com/mahmoodlab/histofl
Federated Learning for Computational Pathology - Medical Image Analysis
federated-learning histology-images mahmoodlab pathology
Last synced: 25 Jul 2025
https://github.com/alshedivat/fedpa
Federated posterior averaging implemented in JAX
Last synced: 30 Apr 2025
https://github.com/guopengf/fl-mrcm
Multi-institutional Collaborations for Improving Deep Learning-based Magnetic Resonance Image Reconstruction Using Federated Learning
deep-learning federated-learning pytorch
Last synced: 09 Apr 2025
https://github.com/fedml-ai/fediot
Federated Learning for Internet of Things: A Federated Learning Framework for On-device Anomaly Data Detection, backed by FedML, Inc.
anomaly-detection autoencoder cybersecurity federated-learning iot iot-application machine-learning pytorch raspberry-pi
Last synced: 22 Apr 2025
https://github.com/anshuman73/deml-golem
Proof Of Concept of DEcentralised Machine Learning on top of the Golem (https://golem.network/) architecture
decentralised-machine-learning federated-learning golem
Last synced: 23 Aug 2025
https://github.com/anshuman73/DeML-Golem
Proof Of Concept of DEcentralised Machine Learning on top of the Golem (https://golem.network/) architecture
decentralised-machine-learning federated-learning golem
Last synced: 22 Apr 2025
https://github.com/qinbinli/fedkt
Practical One-Shot Federated Learning for Cross-Silo Setting
Last synced: 05 May 2025
https://github.com/mynameisvinn/federated-learning
tf implementation of federated learning
federated-learning machine-learning tensorflow
Last synced: 11 Apr 2025
https://github.com/yujun-shi/fedcls
[ICLR2023] Towards Understanding and Mitigating Dimensional Collapse in Heterogeneous Federated Learning (https://arxiv.org/abs/2210.00226)
federated-learning federated-learning-framework iclr2023 representation-learning
Last synced: 10 Apr 2025
https://github.com/makgyver/gossipy
Python module for simulating gossip learning.
deep-learning distributed-machine-learning federated-learning gossip-learning gossip-protocol pytorch simulation
Last synced: 14 Feb 2026
https://github.com/open-risk/openriskscore
A python framework for risk scoring
credi-scoring credit-risk federated-learning risk-management risk-modelling scorecard
Last synced: 21 Mar 2025
https://github.com/sarodyatawatta/federated-pytorch-test
Federated learning with PyTorch (federated averaging and consensus optimization): with 'reduced' bandwidth
clustering consensus-model consensus-optimization deep-learning federated-learning lbfgs pytorch sagecal variational-autoencoder
Last synced: 09 Sep 2025
https://github.com/akramz/grokking-deep-learning-notebooks
Notes & Code to go over "Grokking Deep Learning" Book by Andrew Trask
artificial-intelligence backpropagation deep-learning federated-learning forward-propagation lstm machine-learning neural-networks numpy numpy-tutorial rnn sgd
Last synced: 05 Mar 2026
https://github.com/cyberdatalab/nebula
NEBULA: A Platform for Decentralized Federated Learning
artificial-intelligence collaborative-learning communication-networks decentralized decentralized-application decentralized-federated-learning deep-learning federated-learning federated-learning-framework framework machine-learning neural-network open-source platform python
Last synced: 10 Apr 2025
https://github.com/dilawarm/federated
Federated Learning with Differential Privacy and Homomorphic Encryption.
differential-privacy federated-learning homomorphic-encryption privacy-preserving-machine-learning security tensorflow
Last synced: 16 Jan 2026
https://github.com/gaborvecsei/federated-learning-mini-framework
Federated Learning mini-framework with Keras
cifar10 convolutional-neural-networks federated-learning keras python tensorflow
Last synced: 21 Mar 2025
https://github.com/burlachenkok/flpytorch
FL_PyTorch: Optimization Research Simulator for Federated Learning
federated-learning optimization-algorithms
Last synced: 27 Mar 2025
https://github.com/sb-ai-lab/stalactite
Stalactite is the framework implementing the vertical federated learning paradigm.
federated-learning vertical-federated-learning
Last synced: 19 Jun 2025
https://github.com/yonetaniryo/federated_learning_pytorch
Simplified implementation of federated learning in PyTorch
Last synced: 16 Aug 2025
https://github.com/sb-ai-lab/Stalactite
Stalactite is the framework implementing the vertical federated learning paradigm.
federated-learning vertical-federated-learning
Last synced: 23 Feb 2025
https://github.com/leondavi/NErlNet
Nerlnet is a distributed machine learning platform for experiments and IoT deployment.
ai artificial-intelligence-projects cowboy distributed-machine-learning distributed-ml distributed-systems erlang fault-tolerance federated federated-learning federated-learning-framework iot machine-learning ml nerlnet neural-network python
Last synced: 16 Apr 2025
