Ploomber is an open-source data science and machine learning pipeline framework designed to quickly convert scripts, notebooks, or functions into modular, deployable data pipelines, helping users smoothly transition from development to production.
Ploomber supports mainstream interactive development environments including Jupyter Notebook, VS Code, and PyCharm; users can develop and debug pipelines in their preferred tools.
Ploomber pipelines can be deployed to multiple targets, including local runtime, Kubernetes clusters, Airflow, AWS Batch, and SLURM, usually without changing core code.
Ploomber provides refactoring tools that automatically convert large, monolithic Jupyter notebooks into modular tasks that are easier to maintain and collaborate on.
The core framework of Ploomber is open source. According to the provided information, there used to be a hosted platform named Ploomber Cloud, but it has announced its shutdown on October 31, 2025.
By automatically managing task dependencies, caching intermediate results for incremental computation, and offering a unified deployment interface, Ploomber reduces repetitive work and speeds up the journey from experimentation to production.
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