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. (by FedML-AI)

FedML Alternatives

Similar projects and alternatives to FedML

  1. flower

    32 FedML VS flower

    Flower: A Friendly Federated AI Framework (by adap)

  2. InfluxDB

    InfluxDB – Built for High-Performance Time Series Workloads. InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.

    InfluxDB logo
  3. openfl

    4 FedML VS openfl

    An Open Framework for Federated Learning. (by securefederatedai)

  4. speech-to-text-benchmark

    speech to text benchmark framework

  5. hivemind

    40 FedML VS hivemind

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

  6. federated-xgboost

    Federated gradient boosted decision tree learning

  7. adaptdl

    4 FedML VS adaptdl

    Resource-adaptive cluster scheduler for deep learning training.

  8. HandyRL

    1 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.

  9. SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

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  10. alpa

    4 FedML VS alpa

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

  11. MetisFL

    43 FedML VS MetisFL

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

  12. auto-split

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

  13. experta

    1 FedML VS experta

    Expert Systems for Python

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a better FedML alternative or higher similarity.

FedML discussion

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FedML reviews and mentions

Posts with mentions or reviews of FedML. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-03-22.

Stats

Basic FedML repo stats
6
3,858
0.0
7 days ago

FedML-AI/FedML is an open source project licensed under Apache License 2.0 which is an OSI approved license.

The primary programming language of FedML is Python.


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