Alternatives to Seldon logo

Alternatives to Seldon

Kubeflow, MLflow, PredictionIO, ClearBrain, and Peoplelogic.ai are the most popular alternatives and competitors to Seldon.
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What is Seldon and what are its top alternatives?

Seldon is an Open Predictive Platform that currently allows recommendations to be generated based on structured historical data. It has a variety of algorithms to produce these recommendations and can report a variety of statistics.
Seldon is a tool in the Predictive Analytics category of a tech stack.
Seldon is an open source tool with 1.5K GitHub stars and 309 GitHub forks. Here’s a link to Seldon's open source repository on GitHub

Top Alternatives to Seldon

  • Kubeflow
    Kubeflow

    The Kubeflow project is dedicated to making Machine Learning on Kubernetes easy, portable and scalable by providing a straightforward way for spinning up best of breed OSS solutions. ...

  • MLflow
    MLflow

    MLflow is an open source platform for managing the end-to-end machine learning lifecycle. ...

  • PredictionIO
    PredictionIO

    PredictionIO is an open source machine learning server for software developers to create predictive features, such as personalization, recommendation and content discovery. ...

  • ClearBrain
    ClearBrain

    ClearBrain identifies which of your users will upgrade or churn before they do so. We build and retarget look-alikes for your users in minutes, without a single line of code. ...

  • Peoplelogic.ai
    Peoplelogic.ai

    Peoplelogic.ai is mission control for your teams. It keeps an eye on the health of your company 24/7/365—so you can focus your time where it really counts. ...

  • Obviously AI
    Obviously AI

    It started on the belief that business users should get insights from their data without waiting on engineers. Our mission is to make data science effortless by enabling anyone to run complex predictions and analytics, simply by asking questions ...

  • Framed Data
    Framed Data

    Framed helps you retain subscribers by understanding their behavior. Do you know why your users are leaving? Do you know why your users love your app? Framed does. Our automated predictive analytics platform runs a battery of machine learning models on your data to predict future user behavior. Know the exact point at which a user decides to stay with your product. ...

  • Graphite Note
    Graphite Note

    It is an automated predictive analytics web platform with a data storytelling capability. It is helping business experts and engineers without a data science background to bring the power of machine learning to their data analysis. The innovative thing about Graphite is that users can create a Data Story and easily share AI results with their team. That allows regular business people to understand possibly complex insights so they can apply them to business decisions. ...

Seldon alternatives & related posts

Kubeflow logo

Kubeflow

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Machine Learning Toolkit for Kubernetes
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PROS OF KUBEFLOW
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    System designer
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    Google backed
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    Customisation
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    Kfp dsl
CONS OF KUBEFLOW
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    Biswajit Pathak
    Project Manager at Sony · | 6 upvotes · 169.9K views

    Can you please advise which one to choose FastText Or Gensim, in terms of:

    1. Operability with ML Ops tools such as MLflow, Kubeflow, etc.
    2. Performance
    3. Customization of Intermediate steps
    4. FastText and Gensim both have the same underlying libraries
    5. Use cases each one tries to solve
    6. Unsupervised Vs Supervised dimensions
    7. Ease of Use.

    Please mention any other points that I may have missed here.

    See more

    Amazon SageMaker constricts the use of their own mxnet package and does not offer a strong Kubernetes backbone. At the same time, Kubeflow is still quite buggy and cumbersome to use. Which tool is a better pick for MLOps pipelines (both from the perspective of scalability and depth)?

    See more
    MLflow logo

    MLflow

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    An open source machine learning platform
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      Code First
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    CONS OF MLFLOW
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      Shared insights
      on
      MLflowMLflowDVCDVC

      I already use DVC to keep track and store my datasets in my machine learning pipeline. I have also started to use MLflow to keep track of my experiments. However, I still don't know whether to use DVC for my model files or I use the MLflow artifact store for this purpose. Or maybe these two serve different purposes, and it may be good to do both! Can anyone help, please?

      See more
      Biswajit Pathak
      Project Manager at Sony · | 6 upvotes · 169.9K views

      Can you please advise which one to choose FastText Or Gensim, in terms of:

      1. Operability with ML Ops tools such as MLflow, Kubeflow, etc.
      2. Performance
      3. Customization of Intermediate steps
      4. FastText and Gensim both have the same underlying libraries
      5. Use cases each one tries to solve
      6. Unsupervised Vs Supervised dimensions
      7. Ease of Use.

      Please mention any other points that I may have missed here.

      See more
      PredictionIO logo

      PredictionIO

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      PROS OF PREDICTIONIO
      • 8
        Predict Future
      CONS OF PREDICTIONIO
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        ClearBrain logo

        ClearBrain

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        Predictive models for app conversion and churn
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            Peoplelogic.ai logo

            Peoplelogic.ai

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            Peoplelogic is mission control for teams.
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                Obviously AI logo

                Obviously AI

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                Predictions and Analytics powered by Natural Language
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                    Framed Data logo

                    Framed Data

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                    Find out how your users behave and get notified when they're about to leave
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                    PROS OF FRAMED DATA
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                        Graphite Note logo

                        Graphite Note

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                        Predictive Analytics without coding
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