MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle (by polyaxon)

Polyaxon Alternatives

Similar projects and alternatives to polyaxon

  • MLflow

    polyaxon VS MLflow

    Open source platform for the machine learning lifecycle

  • flyte

    polyaxon VS flyte

    Kubernetes-native workflow automation platform for complex, mission-critical data and ML processes at scale. It has been battle-tested at Lyft, Spotify, Freenome, and others and is truly open-source.

  • Scout APM

    Truly a developer’s best friend. Scout APM is great for developers who want to find and fix performance issues in their applications. With Scout, we'll take care of the bugs so you can focus on building great things 🚀.

  • kubeflow

    polyaxon VS kubeflow

    Machine Learning Toolkit for Kubernetes

  • dvc

    polyaxon VS dvc

    🦉Data Version Control | Git for Data & Models | ML Experiments Management

  • 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.

  • neptune-client

    :ledger: Experiment tracking tool and model registry

  • mmlspark

    polyaxon VS mmlspark

    Simple and Distributed Machine Learning [Moved to: https://github.com/microsoft/SynapseML]

  • InfluxDB

    Build time-series-based applications quickly and at scale.. InfluxDB is the Time Series Data Platform where developers build real-time applications for analytics, IoT and cloud-native services in less time with less code.

  • ploomber

    polyaxon VS ploomber

    The fastest ⚡️ way to build data pipelines. Develop iteratively, deploy anywhere. ☁️

  • mpi-operator

    Kubernetes Operator for MPI-based applications (distributed training, HPC, etc.)

  • deepchecks

    polyaxon VS deepchecks

    Tests for Continuous Validation of ML Models & Data. Deepchecks is a Python package for comprehensively validating your machine learning models and data with minimal effort.

  • guildai

    polyaxon VS guildai

    Experiment tracking, ML developer tools

  • pinferencia

    polyaxon VS pinferencia

    Python + Inference - Model Deployment library in Python. Simplest model inference server ever.

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 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 2022-04-14.


Basic polyaxon repo stats
22 days ago
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