FedML Alternatives

Similar projects and alternatives to FedML

• flower

  27 4,166 9.9 Python FedML VS flower

  Flower: A Friendly Federated Learning Framework (by adap)

  

• federated-xgboost

  1 64 1.2 C++ FedML VS federated-xgboost

  Federated gradient boosted decision tree learning

  

• WorkOS

  workos.com sponsored

  The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

  

• alpa

  4 2,983 5.1 Python FedML VS alpa

  Training and serving large-scale neural networks with auto parallelization.

  

• experta

  0 136 0.0 Python FedML VS experta

  Expert Systems for Python

• HandyRL

  1 282 3.9 Python FedML VS HandyRL

  HandyRL is a handy and simple framework based on Python and PyTorch for distributed reinforcement learning that is applicable to your own environments.

  

• adaptdl

  4 395 0.0 Python FedML VS adaptdl

  Resource-adaptive cluster scheduler for deep learning training.

  

• openfl

  4 658 8.5 Jupyter Notebook FedML VS openfl

  An open framework for Federated Learning. (by securefederatedai)

  

• InfluxDB

  www.influxdata.com sponsored

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• MetisFL

  43 530 9.3 Python FedML VS MetisFL

  The first open Federated Learning framework implemented in C++ and Python.

  

• hivemind

  40 1,833 5.9 Python FedML VS hivemind

  Decentralized deep learning in PyTorch. Built to train models on thousands of volunteers across the world.

  

• auto-split

  1 12 0.0 FedML VS auto-split

  Auto-Split: A General Framework of Collaborative Edge-Cloud AI (by abanitalebi)

• speech-to-text-benchmark

  5 586 3.8 Python FedML VS speech-to-text-benchmark

  speech to text benchmark framework