metaflow VS clearml

Compare metaflow vs clearml and see what are their differences.

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metaflow clearml
24 20
7,494 5,169
2.3% 2.8%
9.2 8.1
1 day ago 4 days ago
Python Python
Apache License 2.0 Apache License 2.0
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

metaflow

Posts with mentions or reviews of metaflow. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-02-05.

clearml

Posts with mentions or reviews of clearml. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-02-12.

What are some alternatives?

When comparing metaflow and clearml you can also consider the following projects:

MLflow - Open source platform for the machine learning lifecycle

flyte - Scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.

BentoML - Build Production-Grade AI Applications

zenml - ZenML 🙏: Build portable, production-ready MLOps pipelines. https://zenml.io.

pytorch-lightning - Build high-performance AI models with PyTorch Lightning (organized PyTorch). Deploy models with Lightning Apps (organized Python to build end-to-end ML systems). [Moved to: https://github.com/Lightning-AI/lightning]

kedro-great - The easiest way to integrate Kedro and Great Expectations

great_expectations - Always know what to expect from your data.

dvc - 🦉 ML Experiments and Data Management with Git

feast - Feature Store for Machine Learning

Poetry - Python packaging and dependency management made easy

fastapi - FastAPI framework, high performance, easy to learn, fast to code, ready for production