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Polyaxon Alternatives
Similar projects and alternatives to polyaxon
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flyte
Scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.
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pinferencia
Python + Inference - Model Deployment library in Python. Simplest model inference server ever.
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mmlspark
Discontinued Simple and Distributed Machine Learning [Moved to: https://github.com/microsoft/SynapseML]
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onepanel
The open source, end-to-end computer vision platform. Label, build, train, tune, deploy and automate in a unified platform that runs on any cloud and on-premises.
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intelligent-trading-bot
Intelligent Trading Bot: Automatically generating signals and trading based on machine learning and feature engineering
NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better polyaxon alternative or higher similarity.
polyaxon discussion
polyaxon reviews and mentions
Posts with mentions or reviews of polyaxon.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-02-25.
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Any MLOps platform you use?
If you're not concerned about self-hosting, WandB is one of the more fully featured training monitoring tools (I've used it in the past without any issues but the lack of data and training privacy and lack of self-hosting possibilities makes it a hard no for anything that isn't scholastic). Polyaxon is an alternative but rewriting all your variable logging to conform to their requirements makes it very difficult to switch to it in the middle of a project so you have to commit to it from the get-go.
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[D] Kubernetes for ML - how are y'all doing it?
We use Polyaxon and it’s pretty good
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[D] What MLOps platform do you use, and how helpful are they?
Disclosure - I'm the author of Polyaxon.
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Does anyone have experience with polyaxon?
I just came across https://github.com/polyaxon/polyaxon because mlflow gives me a hard time and costs my company money by the day because it is not working as expected.
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[D] Productionalizing machine learning pipelines for small teams
For running experiments, http://polyaxon.com/ is a really good free open-source package that has lots of nice integrations so you can quickly run experiments in k8s but it might be overkill in some cases.
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Top 5 tools to get started with MLOps !
Polyaxon : https://polyaxon.com
- Open source alternative to AWS Sagemaker, Google AI Platform, and Azure ML
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A note from our sponsor - SaaSHub
www.saashub.com | 20 Jan 2025
Stats
Basic polyaxon repo stats
9
3,592
8.4
8 days ago
polyaxon/polyaxon is an open source project licensed under Apache License 2.0 which is an OSI approved license.
The primary programming language of polyaxon is Python.
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