Ecosyste.ms: Packages
An open API service providing package, version and dependency metadata of many open source software ecosystems and registries.
pypi.org "federated-learning" keyword
dataset-grouper 0.3.0
Dataset Grouper - A library for datasets with group-level structure.3 versions - Latest release: about 1 month ago - 38 downloads last month - 21 stars on GitHub - 6 maintainers
p2pfl 0.2.2
p2p Federated Learning framework5 versions - Latest release: 8 months ago - 62 downloads last month - 35 stars on GitHub - 2 maintainers
Top 5.9% on pypi.org
599 versions - Latest release: about 7 hours ago - 2 dependent repositories - 7.62 thousand downloads last month - 3,924 stars on GitHub - 2 maintainers
flwr-nightly 1.9.0.dev20240509
Flower: A Friendly Federated Learning Framework599 versions - Latest release: about 7 hours ago - 2 dependent repositories - 7.62 thousand downloads last month - 3,924 stars on GitHub - 2 maintainers
Top 3.2% on pypi.org
350 versions - Latest release: 10 days ago - 1 dependent package - 9 dependent repositories - 31.5 thousand downloads last month - 3,930 stars on GitHub - 2 maintainers
fedml 0.8.30 💰
A research and production integrated edge-cloud library for federated/distributed machine learnin...350 versions - Latest release: 10 days ago - 1 dependent package - 9 dependent repositories - 31.5 thousand downloads last month - 3,930 stars on GitHub - 2 maintainers
fedml-afaf 0.7.327 💰
A research and production integrated edge-cloud library for federated/distributed machine learnin...1 version - Latest release: over 1 year ago - 27 downloads last month - 3,931 stars on GitHub - 1 maintainer
qkdsimkit 0.0.7
Quantum Key Distribution simulator8 versions - Latest release: about 2 years ago - 1 dependent repositories - 48 downloads last month - 10 stars on GitHub - 2 maintainers
fl4health 0.1.15
Federated Learning for Health15 versions - Latest release: about 16 hours ago - 285 downloads last month - 17 stars on GitHub - 2 maintainers
fma-connect 0.0.2
Federated Model Aggregation's Python Clients3 versions - Latest release: about 1 year ago - 17 downloads last month - 27 stars on GitHub - 4 maintainers
fma-core 0.0.1
Federated Model Aggregation's Core Functionality3 versions - Latest release: about 1 year ago - 1 dependent repositories - 15 downloads last month - 27 stars on GitHub - 4 maintainers
fma-django 0.0.1
Federated Model Aggregation's Django Connectors2 versions - Latest release: about 1 year ago - 1 dependent repositories - 10 downloads last month - 27 stars on GitHub - 4 maintainers
tno.fl.protocols.logistic-regression 0.2.2
Generic utilities for implementing encryption schemes2 versions - Latest release: 9 months ago - 1 dependent package - 20 downloads last month - 0 stars on GitHub - 1 maintainer
federatedscope 0.1.9 removed
Federated learning package2 versions - Latest release: almost 2 years ago - 745 stars on GitHub
pfl 0.1.3
Simulation framework for Private Federated Learning5 versions - Latest release: over 4 years ago - 1 dependent repositories - 51 downloads last month - 193 stars on GitHub - 2 maintainers
latticex.rosetta 0.3.0
Rosetta is an open source privacy-preserving machine learning framework.1 version - Latest release: about 3 years ago - 21 downloads last month - 551 stars on GitHub - 2 maintainers
latticex 0.3.0
Rosetta is an open source privacy-preserving machine learning framework.1 version - Latest release: about 3 years ago - 1 dependent repositories - 16 downloads last month - 551 stars on GitHub - 2 maintainers
blades 0.2.0
A Unified Benchmark Suite for Byzantine Attacks and Defenses in Federated Learning22 versions - Latest release: 6 months ago - 1 dependent repositories - 37 downloads last month - 114 stars on GitHub - 2 maintainers
Top 5.1% on pypi.org
9 versions - Latest release: 7 months ago - 30 dependent repositories - 646 downloads last month - 661 stars on GitHub - 4 maintainers
openfl 1.5.1
Federated Learning for the Edge9 versions - Latest release: 7 months ago - 30 dependent repositories - 646 downloads last month - 661 stars on GitHub - 4 maintainers
plato-learn 0.5.0
Packaged version of the Plato framework for federated learning research41 versions - Latest release: 11 months ago - 8 dependent repositories - 231 downloads last month - 311 stars on GitHub - 1 maintainer
easyfl 0.1.2
A low-code federated learning platform for dummies3 versions - Latest release: about 2 years ago - 1 dependent repositories - 21 downloads last month - 279 stars on GitHub - 1 maintainer
testing-shallow 0.1.1
A low-code federated learning platform for dummies1 version - Latest release: about 2 years ago - 1 dependent repositories - 9 downloads last month - 279 stars on GitHub - 1 maintainer
shallowtestingaa 0.1.1
A low-code federated learning platform for dummies1 version - Latest release: about 2 years ago - 1 dependent repositories - 11 downloads last month - 279 stars on GitHub - 1 maintainer
mplc 0.4.2
A distributed-learning package for the study of multi-partner learning approaches and contributiv...5 versions - Latest release: over 2 years ago - 1 dependent repositories - 60 downloads last month - 56 stars on GitHub - 5 maintainers
openfed 0.0.0
OpenFed: A PyTorch Library for Federated Learning1 version - Latest release: almost 3 years ago - 1 dependent repositories - 30 downloads last month - 30 stars on GitHub - 2 maintainers
pyflox 0.1.5
Library for serverless Federated Learning experiments.5 versions - Latest release: almost 2 years ago - 1 dependent repositories - 21 downloads last month - 14 stars on GitHub - 2 maintainers
pytensor-federated 1.0.1
This package helps to reduce the amount of boilerplate code when creating Airflow DAGs from Pytho...2 versions - Latest release: 6 months ago - 44 downloads last month - 4 stars on GitHub - 2 maintainers
flite 1.0.1
FLite is a federated learning framework for developers to quickly build federated learning applic...2 versions - Latest release: 12 months ago - 3 dependent repositories - 72 downloads last month - 1 stars on GitHub - 2 maintainers
tno.fl.protocols.cox-regression 0.2.2
Generic utilities for implementing encryption schemes1 version - Latest release: 9 months ago - 9 downloads last month - 0 stars on GitHub - 2 maintainers
redison 1.0a5
Shared memory object with redis and json files.1 version - Latest release: almost 5 years ago - 1 dependent repositories - 8 downloads last month - 3 stars on GitHub - 2 maintainers
fedscale 1.0
FedScale: Benchmarking Model and System Performance of Federated Learning2 versions - Latest release: about 1 month ago - 123 downloads last month - 361 stars on GitHub - 2 maintainers
decopt 2.1.8
State of the art decentralized optimization library34 versions - Latest release: over 3 years ago - 1 dependent repositories - 293 downloads last month - 3 stars on GitHub - 2 maintainers
cl-simulator 0.0.1
python simulator for Collaborative Deep Learning1 version - Latest release: about 4 years ago - 1 dependent repositories - 20 downloads last month - 1 stars on GitHub - 2 maintainers
metisfl 1.0.0
MetisFL: The developer-friendly federated learning framework2 versions - Latest release: 8 months ago - 12 downloads last month - 530 stars on GitHub - 1 maintainer
federa 1.0.0
FedERA is a highly dynamic and customizable framework that can accommodate many use cases with fl...3 versions - Latest release: 11 months ago - 27 downloads last month - 111 stars on GitHub - 8 maintainers
Top 7.7% on pypi.org
33 versions - Latest release: about 1 month ago - 1 dependent repositories - 586 downloads last month - 5,339 stars on GitHub - 4 maintainers
fate-client 2.1.0
Clients for FATE, supply pipeline this version33 versions - Latest release: about 1 month ago - 1 dependent repositories - 586 downloads last month - 5,339 stars on GitHub - 4 maintainers
Top 1.9% on pypi.org
30 versions - Latest release: about 1 month ago - 6 dependent packages - 78 dependent repositories - 19.8 thousand downloads last month - 3,924 stars on GitHub - 2 maintainers
flwr 1.8.0
Flower: A Friendly Federated Learning Framework30 versions - Latest release: about 1 month ago - 6 dependent packages - 78 dependent repositories - 19.8 thousand downloads last month - 3,924 stars on GitHub - 2 maintainers
ppdli 0.2.5
Package and utilities for distributed learning6 versions - Latest release: over 3 years ago - 1 dependent repositories - 42 downloads last month - 24 stars on GitHub - 2 maintainers
Top 4.4% on pypi.org
10 versions - Latest release: 4 months ago - 18 dependent repositories - 8.74 thousand downloads last month - 956 stars on GitHub - 1 maintainer
medmnist 3.0.1
MedMNIST: 18 MNIST-like Datasets for 2D and 3D Biomedical Image Classification10 versions - Latest release: 4 months ago - 18 dependent repositories - 8.74 thousand downloads last month - 956 stars on GitHub - 1 maintainer
fedjax 0.0.17
Federated learning simulation with JAX.16 versions - Latest release: 10 months ago - 1 dependent repositories - 215 downloads last month - 249 stars on GitHub - 6 maintainers
aijack 0.0.1 💰
Security and Privacy Risk Simulator for Machine Learning5 versions - Latest release: over 1 year ago - 315 downloads last month - 325 stars on GitHub - 2 maintainers
feltoken 0.2.2
FELToken python package intended for running federated learning on Ocean protocol.4 versions - Latest release: almost 2 years ago - 1 dependent repositories - 32 downloads last month - 4 stars on GitHub - 2 maintainers
feltlabs 0.5.2
FELT python package intended for running federated learning on Ocean protocol.15 versions - Latest release: about 1 year ago - 138 downloads last month - 4 stars on GitHub - 1 maintainer
substra 0.52.0
Low-level Python library for interacting with a Substra network55 versions - Latest release: about 1 month ago - 1 dependent package - 1 dependent repositories - 1.43 thousand downloads last month - 266 stars on GitHub - 3 maintainers
sharpfed 0.0.3
Fast and easy federated learning framework based on Tensorflow2 versions - Latest release: over 1 year ago - 9 downloads last month - 3 stars on GitHub - 2 maintainers
flgo 0.2.8
A Research-oriented FL Platform.57 versions - Latest release: 22 days ago - 1.04 thousand downloads last month - 441 stars on GitHub - 2 maintainers
Top 6.8% on pypi.org
13 versions - Latest release: about 2 months ago - 2 dependent packages - 4 dependent repositories - 1.31 thousand downloads last month - 81 stars on GitHub - 1 maintainer
secretflow-rayfed 0.2.0a22
A multiple parties joint, distributed execution engine based on Ray,to help build your own federa...13 versions - Latest release: about 2 months ago - 2 dependent packages - 4 dependent repositories - 1.31 thousand downloads last month - 81 stars on GitHub - 1 maintainer
Top 2.6% on pypi.org
276 versions - Latest release: about 1 month ago - 56 dependent repositories - 8.61 thousand downloads last month - 9,071 stars on GitHub - 5 maintainers
syft 0.8.6 💰
Perform numpy-like analysis on data that remains in someone elses server276 versions - Latest release: about 1 month ago - 56 dependent repositories - 8.61 thousand downloads last month - 9,071 stars on GitHub - 5 maintainers
Top 5.7% on pypi.org
62 versions - Latest release: over 1 year ago - 2 dependent repositories - 1.36 thousand downloads last month - 2,193 stars on GitHub - 1 maintainer
secretflow 0.7.18
SecretFlow62 versions - Latest release: over 1 year ago - 2 dependent repositories - 1.36 thousand downloads last month - 2,193 stars on GitHub - 1 maintainer
secretflow-lite 1.5.0b0
SecretFlow Lite40 versions - Latest release: 24 days ago - 798 downloads last month - 2,193 stars on GitHub - 2 maintainers
candlefl 0.2.2
A Python library for rapid prototyping, experimenting, and logging of federated learning using st...4 versions - Latest release: about 2 months ago - 71 downloads last month - 41 stars on GitHub - 2 maintainers
gossipy-dfl 0.0.1
Python module for simulating gossip learning and decentralized federated learning.1 version - Latest release: almost 2 years ago - 1 dependent repositories - 36 downloads last month - 23 stars on GitHub - 2 maintainers
fedlib 0.0.12345
A Scalable Federated Learning Library1 version - Latest release: 6 months ago - 9 downloads last month - 0 stars on GitHub - 2 maintainers
Top 7.4% on pypi.org
12 versions - Latest release: over 1 year ago - 3 dependent repositories - 289 downloads last month - 640 stars on GitHub - 1 maintainer
fedlab 1.3.0
A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning res...12 versions - Latest release: over 1 year ago - 3 dependent repositories - 289 downloads last month - 640 stars on GitHub - 1 maintainer
fedem 0.0.7
A decentralized framework to train foundational models9 versions - Latest release: about 2 months ago - 51 downloads last month - 9 stars on GitHub - 2 maintainers
fedtree 1.0.5
A federated learning library for trees6 versions - Latest release: over 1 year ago - 21 downloads last month - 133 stars on GitHub - 1 maintainer
torchfl 0.1.9
A Python library for rapid prototyping, experimenting, and logging of federated learning using st...9 versions - Latest release: about 1 year ago - 35 downloads last month - 41 stars on GitHub - 1 maintainer
fedhf 0.3.0
A Federated Learning Framework which is Heterogeneous and Flexible.14 versions - Latest release: almost 2 years ago - 1 dependent repositories - 90 downloads last month - 18 stars on GitHub - 2 maintainers
gfl 0.1.1
A Galaxy Federated Learning Framework1 version - Latest release: over 3 years ago - 1 dependent repositories - 15 downloads last month - 235 stars on GitHub - 4 maintainers
modalic 0.2.0
"Python SDK library for using the Modalic Federated Learning Operations Platform."2 versions - Latest release: over 1 year ago - 82 downloads last month - 0 stars on GitHub - 2 maintainers
breaching 0.1.2
Framework for Attacks against Privacy in Federated Learning1 version - Latest release: about 2 years ago - 1 dependent repositories - 46 downloads last month - 239 stars on GitHub - 2 maintainers
vantage 0.3.0a5
Package and utilities for distributed learning5 versions - Latest release: about 4 years ago - 1 dependent repositories - 24 downloads last month - 24 stars on GitHub - 2 maintainers
redco 0.4.16
NAACL '24 (Demo) / MlSys @ NeurIPS '23 - RedCoast: A Lightweight Tool to Automate Distributed Tra...17 versions - Latest release: 20 days ago - 18 downloads last month - 40 stars on GitHub - 2 maintainers
flbenchmark 0.1.3
flbenchmark5 versions - Latest release: over 1 year ago - 1 dependent repositories - 11 downloads last month - 44 stars on GitHub - 1 maintainer
unifed 0.0.1
unifed1 version - Latest release: over 1 year ago - 3 downloads last month - 44 stars on GitHub - 1 maintainer
flexblock 0.0.1
Blockchain simulation functionality for FLEXible framework1 version - Latest release: about 2 months ago - 130 downloads last month - 2 stars on GitHub - 2 maintainers
Top 6.6% on pypi.org
3 versions - Latest release: about 2 months ago - 7 dependent repositories - 3.44 thousand downloads last month - 3,924 stars on GitHub - 4 maintainers
flwr-datasets 0.1.0
Flower Datasets3 versions - Latest release: about 2 months ago - 7 dependent repositories - 3.44 thousand downloads last month - 3,924 stars on GitHub - 4 maintainers
fedsim 0.9.0
Generic Federated Learning Simulator with PyTorch24 versions - Latest release: over 1 year ago - 97 downloads last month - 7 stars on GitHub - 1 maintainer
flexclash 0.0.1
Federated Learning (FL) experiment simulation in Python.1 version - Latest release: about 2 months ago - 35 downloads last month - 11 stars on GitHub - 2 maintainers
flexanomalies 0.0.2
Federated Learning (FL) experiment simulation in Python.2 versions - Latest release: about 2 months ago - 22 downloads last month - 11 stars on GitHub - 4 maintainers
iflearner 0.1.0
Federated learning package1 version - Latest release: over 1 year ago - 5 downloads last month - 17 stars on GitHub - 2 maintainers
sage-testsuite 0.1.0a6
testsuite for FATE7 versions - Latest release: over 3 years ago - 1 dependent repositories - 28 downloads last month - 5,341 stars on GitHub - 2 maintainers
fate-test 1.6.1
test tools for FATE17 versions - Latest release: over 2 years ago - 1 dependent repositories - 74 downloads last month - 5,483 stars on GitHub - 2 maintainers
pryvx 1.1.0
PryvX is a federated learning library1 version - Latest release: 4 months ago - 15 downloads last month - 1 maintainer
ifra 0.1.257
Interpretable Federated Rule Algorithm120 versions - Latest release: about 2 years ago - 1 dependent repositories - 13 downloads last month - 3 stars on GitHub - 2 maintainers
Top 9.3% on pypi.org
1 version - Latest release: over 4 years ago - 1 dependent repositories - 103 downloads last month - 9,226 stars on GitHub - 3 maintainers
pygrid 0.0.1 💰
A Library for Private, Secure Deep Learning1 version - Latest release: over 4 years ago - 1 dependent repositories - 103 downloads last month - 9,226 stars on GitHub - 3 maintainers
pygryd 0.0.1 💰
A Library for Private, Secure Deep Learning1 version - Latest release: over 4 years ago - 1 dependent repositories - 10 downloads last month - 9,226 stars on GitHub - 3 maintainers
pysyft 0.0.1 💰
A Library for Private, Secure Deep Learning1 version - Latest release: over 4 years ago - 1 dependent repositories - 149 downloads last month - 9,071 stars on GitHub - 3 maintainers
flexnlp 0.1.0
Natural Language Processing (NLP) using the FLEXible framework.1 version - Latest release: about 2 months ago - 32 downloads last month - 0 stars on GitHub - 2 maintainers
flextrees 0.1.0
Decision tree methods in federated learning with FLEXible.2 versions - Latest release: about 2 months ago - 60 downloads last month - 0 stars on GitHub - 2 maintainers
xaynet-sdk-python 0.1.0
The Xayn Network project is building a privacy layer for machine learning so that AI projects can...1 version - Latest release: over 3 years ago - 1 dependent repositories - 24 downloads last month - 196 stars on GitHub - 2 maintainers
xain-fl 0.6.0
XAIN is an open source framework for federated learning.5 versions - Latest release: about 4 years ago - 1 dependent repositories - 15 downloads last month - 196 stars on GitHub - 14 maintainers
flexible-fl 0.6.1
Federated Learning (FL) experiment simulation in Python.4 versions - Latest release: about 2 months ago - 141 downloads last month - 6 stars on GitHub - 3 maintainers
rayfed-nightly 0.1.0b20240201.dev0
A multiple parties joint, distributed execution engine based on Ray,to help build your own federa...43 versions - Latest release: 3 months ago - 63 downloads last month - 76 stars on GitHub - 2 maintainers
svfl 0.1.0
A package for computing the average marginal contribution (Shapley Value) for each client in a Fe...1 version - Latest release: almost 2 years ago - 1 dependent repositories - 8 downloads last month - 21 stars on GitHub - 2 maintainers
openfl-riscv 1.4.0.dev1 removed
Federated Learning for the Edge RISC-V2 versions - Latest release: about 1 year ago - 71 downloads last month - 484 stars on GitHub - 2 maintainers
Related Keywords
machine-learning
44
deep-learning
34
pytorch
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python
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federated-learning-framework
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federated learning
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machine learning
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federated
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privacy-preserving
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secure-computation
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distributed-learning
8
privacy
7
artificial-intelligence
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distributed-systems
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grpc
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homomorphic-encryption
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federated-analytics
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ai
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flexible
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computer vision
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cryptography
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distributed-computing
5
framework
5
tensorflow
5
dataset
5
FL
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Federated Learning
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distributed machine learning
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2
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