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MLflow
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Overview
Developed byDatabricks
Founded2018
LicenseApache 2.0
Open source✓ Open Source
Primary languagePython
Use caseopen-source platform for ML lifecycle including tracking, models, and deployment
Technical
Protocols
REST API
Knowledge graph stats
Claims44
Avg confidence92%
Avg freshness99%
Last updatedUpdated yesterday
WikidataQ107381745
Trust distribution
100% unverified
Governance
Not assessed
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MLflow

product

Open-source platform for the complete machine learning lifecycle

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integrates with

ValueTrustConfidenceFreshnessSources
Hugging Face○UnverifiedHighFresh1
PyTorch○UnverifiedHighFresh1
Databricks○UnverifiedHighFresh1
Docker○UnverifiedHighFresh1
Kubernetes○UnverifiedHighFresh1
PyTorch○UnverifiedHighFresh1
scikit-learn○UnverifiedHighFresh1
TensorFlow○UnverifiedHighFresh1
Apache Spark○UnverifiedModerateFresh1

alternative to

ValueTrustConfidenceFreshnessSources
Weights & Biases○UnverifiedHighFresh1
Kubeflow○UnverifiedModerateFresh1
Neptune○UnverifiedModerateFresh1
Weights & Biases○UnverifiedModerateFresh1

programming language

ValueTrustConfidenceFreshnessSources
Python○UnverifiedHighFresh1

primary use case

ValueTrustConfidenceFreshnessSources
open-source platform for ML lifecycle including tracking, models, and deployment○UnverifiedHighFresh1
machine learning lifecycle management○UnverifiedHighFresh1

developed by

ValueTrustConfidenceFreshnessSources
Databricks○UnverifiedHighFresh1
Databricks○UnverifiedHighFresh1

open source

ValueTrustConfidenceFreshnessSources
true○UnverifiedHighFresh1

license type

ValueTrustConfidenceFreshnessSources
Apache 2.0○UnverifiedHighFresh1
Apache License 2.0○UnverifiedHighFresh1

supports model

ValueTrustConfidenceFreshnessSources
PyTorch○UnverifiedHighFresh1
scikit-learn○UnverifiedHighFresh1
TensorFlow○UnverifiedHighFresh1

maintained by

ValueTrustConfidenceFreshnessSources
Databricks○UnverifiedHighFresh1

supports language

ValueTrustConfidenceFreshnessSources
Python○UnverifiedHighFresh1
R○UnverifiedHighFresh1
Java○UnverifiedHighFresh1

pricing model

ValueTrustConfidenceFreshnessSources
Free (Open Source)○UnverifiedHighFresh1
free open source○UnverifiedHighFresh1
free and open source○UnverifiedHighFresh1

requires

ValueTrustConfidenceFreshnessSources
Python○UnverifiedHighFresh1
Python 3.8+○UnverifiedModerateFresh1

supports protocol

ValueTrustConfidenceFreshnessSources
REST API○UnverifiedHighFresh1

supports deployment target

ValueTrustConfidenceFreshnessSources
Docker○UnverifiedHighFresh1

written in

ValueTrustConfidenceFreshnessSources
Python○UnverifiedHighFresh1

founded year

ValueTrustConfidenceFreshnessSources
2018○UnverifiedHighFresh1

supports model format

ValueTrustConfidenceFreshnessSources
ONNX○UnverifiedModerateFresh1

supports deployment

ValueTrustConfidenceFreshnessSources
Docker○UnverifiedModerateFresh1

competes with

ValueTrustConfidenceFreshnessSources
Weights & Biases○UnverifiedModerateFresh1
Neptune○UnverifiedModerateFresh1
Kubeflow○UnverifiedModerateFresh1

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Commonly Used With

Hugging FacePyTorchDatabricksDockerKubernetesPyTorchscikit-learnTensorFlowApache Spark

Related entities

Claim count: 44Last updated: 4/9/2026Edit history