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 framework
5 versions - Latest release: 8 months ago - 62 downloads last month - 35 stars on GitHub - 2 maintainers
Top 5.9% on pypi.org
flwr-nightly 1.9.0.dev20240509
Flower: A Friendly Federated Learning Framework
599 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
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 simulator
8 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 Health
15 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 Clients
3 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 Functionality
3 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 Connectors
2 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 schemes
2 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 package
2 versions - Latest release: almost 2 years ago - 745 stars on GitHub
pfl 0.1.3
Simulation framework for Private Federated Learning
5 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 Learning
22 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
openfl 1.5.1
Federated Learning for the Edge
9 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 research
41 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 dummies
3 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 dummies
1 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 dummies
1 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 Learning
1 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 schemes
1 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 Learning
2 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 library
34 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 Learning
1 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 framework
2 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
fate-client 2.1.0
Clients for FATE, supply pipeline this version
33 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
flwr 1.8.0
Flower: A Friendly Federated Learning Framework
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
ppdli 0.2.5
Package and utilities for distributed learning
6 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
medmnist 3.0.1
MedMNIST: 18 MNIST-like Datasets for 2D and 3D Biomedical Image Classification
10 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 Learning
5 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 network
55 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 Tensorflow
2 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
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
syft 0.8.6 💰
Perform numpy-like analysis on data that remains in someone elses server
276 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
secretflow 0.7.18
SecretFlow
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-lite 1.5.0b0
SecretFlow Lite
40 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 Library
1 version - Latest release: 6 months ago - 9 downloads last month - 0 stars on GitHub - 2 maintainers
Top 7.4% on pypi.org
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 models
9 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 trees
6 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 Framework
1 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 Learning
1 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 learning
5 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
flbenchmark
5 versions - Latest release: over 1 year ago - 1 dependent repositories - 11 downloads last month - 44 stars on GitHub - 1 maintainer
unifed 0.0.1
unifed
1 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 framework
1 version - Latest release: about 2 months ago - 130 downloads last month - 2 stars on GitHub - 2 maintainers
Top 6.6% on pypi.org
flwr-datasets 0.1.0
Flower Datasets
3 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 PyTorch
24 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 package
1 version - Latest release: over 1 year ago - 5 downloads last month - 17 stars on GitHub - 2 maintainers
sage-testsuite 0.1.0a6
testsuite for FATE
7 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 FATE
17 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 library
1 version - Latest release: 4 months ago - 15 downloads last month - 1 maintainer
ifra 0.1.257
Interpretable Federated Rule Algorithm
120 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
pygrid 0.0.1 💰
A Library for Private, Secure Deep Learning
1 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 Learning
1 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 Learning
1 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-V
2 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 25 python 23 federated-learning-framework 16 federated learning 14 machine learning 9 federated 8 privacy-preserving 8 secure-computation 8 distributed-learning 8 privacy 7 artificial-intelligence 7 distributed-systems 7 grpc 6 homomorphic-encryption 6 federated-analytics 6 ai 6 benchmark 6 flexible 6 computer vision 5 cryptography 5 distributed-computing 5 framework 5 tensorflow 5 dataset 5 FL 5 Federated Learning 5 learning 4 algorithm 4 differential-privacy 4 fedavg 4 fl 4 hacktoberfest 4 distributed machine learning 4 syft 4 privacy-preserving-machine-learning 4 data-science 4 secure-multiparty-computation 4 secure 3 computation 3 multi-party 3 intelligence 3 artificial 3 deep 3 collaborative-learning 3 pytorch-federated-learning 3 tensorflow-federated-learning 3 computer-vision 3 data-privacy 3 Machine Learning 3 neural-networks 3 deep learning 3 distributed-machine-learning 3 fate 3 flower 3 pytorch-lightning 3 ios 3 raspberry-pi 3 scikit-learn 3 federated analytics 3 distributed-training 3 fleet-learning 3 fleet-intelligence 3 federated evaluation 3 cpp 3 android 3 differential 3 Federated 3 jax 3 Learning 3 edge-compute 3 models 2 python-package 2 Web3 2 crypto 2 security 2 web3 2 distributed learning 2 edge-devices 2 data-analysis 2 private-set-intersection 2 gossip-protocol 2 distributed 2 mlsys 2 rust 2 optimization 2 blockchain 2 simulator 2 decentralized 2 split-learning 2 trusted-execution-environment 2 multi-party-computation 2 PET 2 TNO 2 pet-lab 2 tno 2 confidential-computing 2 on-device-training 2 model-serving 2