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Data & Analytics
Data Version Control for machine learning projects
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MLflow
Open-source platform for the ML lifecycle
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About MLflow
MLflow offers an open-source platform for managing machine learning lifecycles including tracking, models and deployment. In practice, created by Databricks, it is a standard for experiment tracking and model registry across frameworks. It suits organizations that want dependable data foundations without assembling and maintaining every piece of the stack themselves from scratch each time.
MLflow key facts
- Category: Data & Analytics
- Pricing: Free — listed in this directory as a free tool, with no paid plan required to use it.
- Focus areas: mlops, tracking, open source
- Official site: mlflow.org
About the Data & Analytics category
Analytics and BI platforms that turn raw data into clear insights. The Data & Analytics category on Tools Hub currently lists 712 tools. Alongside MLflow, it includes DVC, Label Studio, Argilla, Snorkel AI.
More in Data & Analytics
Comparing tools in the Data & Analytics category? These related listings are worth a look: DVC — Data Version Control for machine learning projects; Label Studio — Open-source data labeling platform for many data types; Argilla — Data curation platform for LLM and NLP datasets.
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Data & Analytics
Open-source data labeling platform for many data types
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Data & Analytics
Data curation platform for LLM and NLP datasets
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Data & Analytics
Programmatic data labeling and AI data development
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Data & Analytics
Data engine for training and evaluating AI models
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Data & Analytics
Training data platform for AI model development