FedML Alternatives
Similar projects and alternatives to FedML
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InfluxDB
Access the most powerful time series database as a service. Ingest, store, & analyze all types of time series data in a fully-managed, purpose-built database. Keep data forever with low-cost storage and superior data compression.
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HandyRL
HandyRL is a handy and simple framework based on Python and PyTorch for distributed reinforcement learning that is applicable to your own environments.
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auto-split
Auto-Split: A General Framework of Collaborative Edge-Cloud AI (by abanitalebi)
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Sonar
Write Clean Python Code. Always.. Sonar helps you commit clean code every time. With over 225 unique rules to find Python bugs, code smells & vulnerabilities, Sonar finds the issues while you focus on the work.
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hivemind
Decentralized deep learning in PyTorch. Built to train models on thousands of volunteers across the world.
FedML reviews and mentions
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Launch HN: Flower (YC W23) – Train AI models on distributed or sensitive data
This is not new at all. There is a much stronger competitor existing in the market already: FedML (https://fedml.ai). They have a much larger open-source community, and a well-managed and widely-used MLOps (https://open.fedml.ai).
- [Discussion] How feasible is it to partition a DNN model into pieces?
Stats
FedML-AI/FedML is an open source project licensed under Apache License 2.0 which is an OSI approved license.