mlflow

The open source developer platform to build AI/LLM applications and models with confidence. Enhance your AI applications with end-to-end tracking, observability, and evaluations, all in one integrated platform.

https://github.com/mlflow/mlflow

Science Score: 10.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • CITATION.cff file
  • codemeta.json file
  • .zenodo.json file
  • DOI references
  • Academic publication links
  • Committers with academic emails
    26 of 838 committers (3.1%) from academic institutions
  • Institutional organization owner
  • JOSS paper metadata
  • Scientific vocabulary similarity
    Low similarity (12.5%) to scientific vocabulary

Keywords

agentops agents ai ai-governance apache-spark evaluation langchain llm-evaluation llmops machine-learning ml mlflow mlops model-management observability open-source openai prompt-engineering

Keywords from Contributors

distributed transformer parallel hyperparameter-optimization llm-inference jax llm-serving reinforcement-learning orchestration large-language-models

Scientific Fields

Engineering Computer Science - 60% confidence
Earth and Environmental Sciences Physical Sciences - 40% confidence
Last synced: 14 days ago · JSON representation

Repository

The open source developer platform to build AI/LLM applications and models with confidence. Enhance your AI applications with end-to-end tracking, observability, and evaluations, all in one integrated platform.

Basic Info
  • Host: GitHub
  • Owner: mlflow
  • License: apache-2.0
  • Language: Python
  • Default Branch: master
  • Homepage: https://mlflow.org
  • Size: 855 MB
Statistics
  • Stars: 21,833
  • Watchers: 315
  • Forks: 4,784
  • Open Issues: 1,974
  • Releases: 0
Topics
agentops agents ai ai-governance apache-spark evaluation langchain llm-evaluation llmops machine-learning ml mlflow mlops model-management observability open-source openai prompt-engineering
Created about 8 years ago · Last pushed 11 months ago
Metadata Files
Readme Changelog Contributing License Code of conduct Citation Security

README.md

MLflow logo

The Open Source AI Engineering Platform for Agents, LLMs & Models

MLflow is the largest open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data. With over 60 million monthly downloads, thousands of organizations rely on MLflow each day to ship AI to production with confidence.

MLflow's comprehensive feature set for agents and LLM applications includes production-grade observability, evaluation, prompt management, prompt optimization and an AI Gateway for managing costs and model access. Learn more at MLflow for LLMs and Agents.

[![Python SDK](https://img.shields.io/pypi/v/mlflow)](https://pypi.org/project/mlflow/) [![PyPI Downloads](https://img.shields.io/pypi/dm/mlflow)](https://pepy.tech/projects/mlflow) [![License](https://img.shields.io/github/license/mlflow/mlflow)](https://github.com/mlflow/mlflow/blob/master/LICENSE.txt) follow on X(Twitter) follow on LinkedIn [![Ask DeepWiki](https://deepwiki.com/badge.svg)](https://deepwiki.com/mlflow/mlflow)


Get Started in 3 Simple Steps

From zero to full-stack LLMOps in minutes. No complex setup or major code changes required. Get Started

Fastest start set up tracing with our CLI

bash uvx mlflow@latest agent setup

One command installs the MLflow skills and launches your coding agent of choice to add tracing to your app. Prefer to wire it up yourself? Follow the three steps below.

1. Start MLflow Server

bash uvx mlflow server

2. Enable Logging

```python import mlflow

mlflow.settrackinguri("http://localhost:5000") mlflow.openai.autolog() ```

3. Run Your Code

```python from openai import OpenAI

client = OpenAI() client.responses.create( model="gpt-5.4-mini", input="Hello!", ) ```

Explore traces and metrics in the MLflow UI at http://localhost:5000.

LLMs & Agents

MLflow provides everything you need to build, debug, evaluate, and deploy production-quality LLM applications and AI agents. Supports Python, TypeScript/JavaScript, Java and any other programming language. MLflow also natively integrates with OpenTelemetry and MCP.

Observability

Observability

Capture complete traces of your LLM applications and agents for deep behavioral insights. Built on OpenTelemetry, supporting any LLM provider and agent framework. Monitor production quality, costs, and safety.

Getting Started
Try Demo

Evaluation

Evaluation

Run systematic evaluations, track quality metrics over time, and catch regressions before they reach production. Choose from 50+ built-in metrics and LLM judges, or define your own.

Getting Started
Try Demo

Prompts & Optimization

Prompts & Optimization

Version, test, and deploy prompts with full lineage tracking. Automatically optimize prompts with state-of-the-art algorithms to improve performance.

Getting Started
Try Demo

AI Gateway

AI Gateway

Unified API gateway for all LLM providers. Route requests, manage rate limits, handle fallbacks, and control costs through an OpenAI-compatible interface with built-in credential management, guardrails and traffic splitting for A/B testing.

Getting Started

Model Training

For machine learning and deep learning model development, MLflow provides a full suite of tools to manage the ML lifecycle:

  • Experiment Tracking Track models, parameters, metrics, and evaluation results across experiments
  • Model Evaluation Automated evaluation tools integrated with experiment tracking
  • Model Registry Collaboratively manage the full lifecycle of ML models
  • Deployment Deploy models to batch and real-time scoring on Docker, Kubernetes, Azure ML, AWS SageMaker, and more

Learn more at MLflow for Model Training.

Integrations

MLflow supports all agent frameworks, LLM providers, tools, and programming languages. We offer one-line automatic tracing for more than 60 frameworks. See the full integrations list.

OpenTelemetry


OpenTelemetry

Agent Frameworks (Python)


LangChain

LangGraph

OpenAI Agent

DSPy

PydanticAI

Google ADK

Microsoft Agent

CrewAI

LlamaIndex

AutoGen

Strands

LiveKit Agents

Agno

Bedrock AgentCore

Smolagents

Semantic Kernel

DeepAgent

AG2

Haystack

Koog

txtai

Pipecat

Watsonx

Agent Frameworks (TypeScript)


LangChain

LangGraph

Vercel AI SDK

Mastra

VoltAgent

Agent Frameworks (Java)


Spring AI

Quarkus LangChain4j

Model Providers


OpenAI

Anthropic

Databricks

Gemini

Amazon Bedrock

LiteLLM

Mistral

xAI / Grok

Ollama

Groq

DeepSeek

Qwen

Moonshot AI

Cohere

BytePlus

Novita AI

FireworksAI

Together AI

Gateways


Databricks

LiteLLM Proxy

Vercel AI Gateway

OpenRouter

Portkey

Helicone

Kong AI Gateway

PydanticAI Gateway

TrueFoundry

Tools & No-Code


Instructor

Claude Code

Opencode

Langfuse

Arize / Phoenix

Goose

Langflow

Hosting MLflow

MLflow can be used in a variety of environments, including your local environment, on-premises clusters, cloud platforms, and managed services. Being an open-source platform, MLflow is vendor-neutral whether you're building AI agents, LLM applications, or ML models, you have access to MLflow's core capabilities.


Databricks

Amazon SageMaker

Azure ML

Nebius

Self-Hosted

Support

  • For help or questions about MLflow usage (e.g. "how do I do X?") visit the documentation.
  • In the documentation, you can ask the question to our AI-powered chat bot. Click on the "Ask AI" button at the right bottom.
  • Join the virtual events like office hours and meetups.
  • To report a bug, file a documentation issue, or submit a feature request, please open a GitHub issue.
  • For release announcements and other discussions, please subscribe to our mailing list (mlflow-users@googlegroups.com) or join us on Slack.

Contributing

We happily welcome contributions to MLflow!

Please see our contribution guide to learn more about contributing to MLflow.

Star History

Star History Chart

Citation

If you use MLflow in your research, please cite it using the "Cite this repository" button at the top of the GitHub repository page, which will provide you with citation formats including APA and BibTeX.

Core Members

MLflow is currently maintained by the following core members with significant contributions from hundreds of exceptionally talented community members.

Owner

  • Name: MLflow
  • Login: mlflow
  • Kind: organization

Open source platform for the machine learning lifecycle

Committers

Last synced: about 1 year ago

All Time
  • Total Commits: 7,599
  • Total Committers: 838
  • Avg Commits per committer: 9.068
  • Development Distribution Score (DDS): 0.722
Past Year
  • Commits: 1,811
  • Committers: 160
  • Avg Commits per committer: 11.319
  • Development Distribution Score (DDS): 0.728
Top Committers
Name Email Commits
Harutaka Kawamura h****0@g****m 2,111
dbczumar 3****r 423
Yuki Watanabe 3****2 381
Serena Ruan 8****n 318
Ben Wilson 3****2 292
Siddharth Murching s****g@d****m 272
mlflow-automation 6****n 261
WeichenXu w****u@d****m 254
Daniel Lok d****k@d****m 195
Sunish Sheth s****9@g****m 134
Aaron Davidson a****n@d****m 128
Prithvi Kannan 4****n 106
TomuHirata t****a@g****m 96
Chen Qian c****y@g****m 90
tomasatdatabricks 3****s 90
Mani Parkhe m****i@d****m 89
Jerry Liang 6****b 68
Ann Zhang a****g@d****m 62
apurva-koti 5****i 61
Sue Ann Hong s****n@d****m 48
Liang Zhang l****g@d****m 47
Andrew Chen a****n@b****u 44
juntai-zheng 3****g 44
Stephanie Bodoff s****f@d****m 44
Matei Zaharia m****z 37
Gabriel Fu h****l@g****m 37
Ankit Mathur 5****b 32
Michael Berk m****9@g****m 30
Bryan Qiu 5****u 30
dmatrix d****x@c****t 29
and 808 more...

Issues and Pull Requests

Last synced: 10 months ago

All Time
  • Total issues: 1,881
  • Total pull requests: 9,620
  • Average time to close issues: 7 months
  • Average time to close pull requests: 8 days
  • Total issue authors: 1,222
  • Total pull request authors: 524
  • Average comments per issue: 3.43
  • Average comments per pull request: 1.66
  • Merged pull requests: 6,781
  • Bot issues: 0
  • Bot pull requests: 166
Past Year
  • Issues: 705
  • Pull requests: 5,164
  • Average time to close issues: 6 days
  • Average time to close pull requests: 3 days
  • Issue authors: 426
  • Pull request authors: 237
  • Average comments per issue: 1.22
  • Average comments per pull request: 1.53
  • Merged pull requests: 3,527
  • Bot issues: 0
  • Bot pull requests: 152
Top Authors
Issue Authors
  • harupy (198)
  • BenWilson2 (22)
  • chenmoneygithub (22)
  • B-Step62 (19)
  • kimminw00 (18)
  • danilopeixoto (13)
  • amesar (12)
  • ai-learner-00 (11)
  • mazer-ai (11)
  • dannikay (10)
  • Gumichocopengin8 (10)
  • dbczumar (8)
  • Flametaa (8)
  • harshilprajapati96 (7)
  • smurching (7)
Pull Request Authors
  • harupy (2,459)
  • B-Step62 (1,172)
  • serena-ruan (765)
  • daniellok-db (556)
  • WeichenXu123 (385)
  • mlflow-automation (365)
  • BenWilson2 (327)
  • TomeHirata (268)
  • prithvikannan (182)
  • dbczumar (170)
  • mlflow-app[bot] (152)
  • Copilot (142)
  • chenmoneygithub (130)
  • sunishsheth2009 (129)
  • annzhang-db (115)
Top Labels
Issue Labels
bug (799) enhancement (528) has-closing-pr (400) area/tracking (278) area/uiux (214) area/models (164) good first issue (151) area/artifacts (143) area/docs (140) area/model-registry (100) help wanted (69) area/server-infra (64) area/docker (54) integrations/databricks (49) area/deployments (49) area/build (44) area/sqlalchemy (44) area/scoring (43) area/projects (42) priority/important-longterm (41) area/examples (36) integrations/azure (33) priority/backlog (32) rn/none (27) priority/important-soon (22) stale (21) priority/awaiting-more-evidence (21) Acknowledged (20) area/windows (18) integrations/sagemaker (18)
Pull Request Labels
rn/none (5,923) area/tracking (1,301) rn/feature (729) area/docs (611) rn/bug-fix (545) area/models (508) area/build (340) team-review (289) rn/documentation (288) enable-dev-tests (210) area/model-registry (154) area/uiux (131) area/artifacts (121) patch-2.13.1 (113) patch-2.12.2 (107) v2.21.0 (100) integrations/databricks (82) v3.1.0 (78) area/deployments (76) rn/breaking-change (75) v2.20.0 (74) patch-2.16.1 (71) v2.22.1 (70) area/examples (68) area/tracing (66) area/scoring (65) area/server-infra (63) v3.1.2 (60) py39 (58) v3.0.0 (57)

Packages

  • Total packages: 69
  • Total downloads:
    • npm 64,084 last-month
    • pypi 96,377,911 last-month
    • cran 7,888 last-month
    • conda 25,157 total
  • Total docker downloads: 31,596,285
  • Total dependent packages: 426
    (may contain duplicates)
  • Total dependent repositories: 5,272
    (may contain duplicates)
  • Total versions: 1,468
  • Total maintainers: 29
  • Total advisories: 74
pypi.org: mlflow

MLflow is an open source platform for the complete machine learning lifecycle

  • Versions: 182
  • Dependent Packages: 360
  • Dependent Repositories: 5,089
  • Downloads: 37,154,966 Last month
  • Docker Downloads: 24,823,885
Rankings
Downloads: 0.1%
Dependent packages count: 0.1%
Dependent repos count: 0.1%
Forks count: 0.2%
Average: 0.2%
Stargazers count: 0.3%
Docker downloads count: 0.7%
Last synced: 15 days ago
pypi.org: mlflow-skinny

MLflow is an open source platform for the complete machine learning lifecycle

  • Versions: 142
  • Dependent Packages: 49
  • Dependent Repositories: 70
  • Downloads: 39,805,511 Last month
  • Docker Downloads: 6,743,241
Rankings
Forks count: 0.1%
Stargazers count: 0.1%
Downloads: 0.2%
Dependent packages count: 0.4%
Average: 0.6%
Docker downloads count: 1.1%
Dependent repos count: 1.8%
Last synced: 16 days ago
conda-forge.org: mlflow
  • Homepage: https://mlflow.org/
  • License: Apache-2.0
  • Latest release: 2.0.1
    published over 3 years ago
  • Versions: 43
  • Dependent Packages: 9
  • Dependent Repositories: 40
Rankings
Forks count: 1.9%
Stargazers count: 2.2%
Average: 4.0%
Dependent repos count: 5.6%
Dependent packages count: 6.4%
Last synced: 3 months ago
repo1.maven.org: org.mlflow:mlflow-client

Open source platform for the machine learning lifecycle

  • Versions: 130
  • Dependent Packages: 8
  • Dependent Repositories: 24
  • Docker Downloads: 661
Rankings
Stargazers count: 1.6%
Forks count: 2.4%
Average: 4.1%
Docker downloads count: 4.5%
Dependent repos count: 4.8%
Dependent packages count: 7.3%
Last synced: 2 months ago
proxy.golang.org: github.com/mlflow/mlflow
  • Versions: 104
  • Dependent Packages: 0
  • Dependent Repositories: 0
Rankings
Forks count: 0.1%
Stargazers count: 0.5%
Average: 4.2%
Dependent packages count: 7.0%
Dependent repos count: 9.3%
Last synced: 28 days ago
cran.r-project.org: mlflow

Interface to 'MLflow'

  • Versions: 71
  • Dependent Packages: 0
  • Dependent Repositories: 2
  • Downloads: 7,888 Last month
  • Docker Downloads: 28,005
Rankings
Stargazers count: 0.0%
Forks count: 0.0%
Downloads: 3.0%
Docker downloads count: 6.4%
Average: 9.5%
Dependent repos count: 19.6%
Dependent packages count: 28.0%
Last synced: 26 days ago
pypi.org: mlflow-devlibx

MLflow: A Platform for ML Development and Productionization

  • Versions: 9
  • Dependent Packages: 0
  • Dependent Repositories: 1
  • Downloads: 122 Last month
Rankings
Forks count: 0.1%
Stargazers count: 0.1%
Dependent packages count: 7.4%
Average: 11.7%
Dependent repos count: 22.2%
Downloads: 28.5%
Maintainers (1)
Last synced: about 1 month ago
pypi.org: mlflow-tmp

MLflow: A Platform for ML Development and Productionization

  • Versions: 25
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 68 Last month
Rankings
Forks count: 0.1%
Stargazers count: 0.1%
Dependent packages count: 7.3%
Average: 12.1%
Dependent repos count: 40.9%
Maintainers (1)
Last synced: about 1 month ago
npmjs.org: @mlflow/codex

Codex CLI integration package for MLflow Tracing

  • Homepage: https://mlflow.org/
  • License: Apache-2.0
  • Latest release: 0.3.0-rc.0
    published about 1 month ago
  • Versions: 2
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 129 Last month
Rankings
Forks count: 0.3%
Stargazers count: 0.5%
Average: 13.6%
Dependent repos count: 21.9%
Dependent packages count: 31.6%
Maintainers (1)
Last synced: 26 days ago
npmjs.org: mlflow-tracing

TypeScript implementation of MLflow Tracing SDK for LLM observability

  • Homepage: https://mlflow.org/
  • License: Apache-2.0
  • Latest release: 0.1.3
    published 5 months ago
  • Versions: 6
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 15,525 Last month
Rankings
Forks count: 0.4%
Stargazers count: 0.5%
Average: 15.0%
Dependent repos count: 24.1%
Dependent packages count: 34.8%
Maintainers (1)
Last synced: about 1 month ago
pypi.org: mlflow-tracing

MLflow Tracing SDK is an open-source, lightweight Python package that only includes the minimum set of dependencies and functionality to instrument your code/models/agents with MLflow Tracing.

  • Versions: 38
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 19,416,577 Last month
Rankings
Forks count: 0.3%
Stargazers count: 0.4%
Dependent packages count: 9.2%
Average: 15.5%
Dependent repos count: 51.9%
Maintainers (1)
Last synced: about 1 month ago
repo1.maven.org: org.mlflow:mlflow-scoring

Open source platform for the machine learning lifecycle

  • Versions: 109
  • Dependent Packages: 0
  • Dependent Repositories: 1
  • Docker Downloads: 493
Rankings
Stargazers count: 1.6%
Forks count: 2.4%
Docker downloads count: 4.1%
Average: 15.7%
Dependent repos count: 20.6%
Dependent packages count: 49.9%
Last synced: 2 months ago
pypi.org: mlflow-stonewise

MLflow: A Platform for ML Development and Productionization

  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 43 Last month
Rankings
Forks count: 0.1%
Stargazers count: 0.1%
Dependent packages count: 6.6%
Average: 16.8%
Dependent repos count: 30.6%
Downloads: 46.4%
Maintainers (1)
Last synced: 18 days ago
pypi.org: lmcmlflow

MLflow: A Platform for ML Development and Productionization

  • Versions: 3
  • Dependent Packages: 0
  • Dependent Repositories: 1
  • Downloads: 24 Last month
Rankings
Forks count: 0.1%
Stargazers count: 0.1%
Dependent packages count: 7.4%
Average: 17.2%
Dependent repos count: 22.2%
Downloads: 56.0%
Maintainers (1)
Last synced: 19 days ago
pypi.org: mlflow-by-johnsnowlabs

MLflow is an open source platform for the complete machine learning lifecycle

  • Versions: 38
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 127 Last month
Rankings
Forks count: 0.1%
Stargazers count: 0.1%
Dependent packages count: 7.5%
Downloads: 11.3%
Average: 17.8%
Dependent repos count: 69.8%
Maintainers (3)
Last synced: 26 days ago
pypi.org: mlflow-ste

MLflow: An ML Workflow Tool

  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 1
  • Downloads: 19 Last month
Rankings
Forks count: 0.1%
Stargazers count: 0.1%
Dependent packages count: 7.4%
Average: 17.9%
Dependent repos count: 22.2%
Downloads: 59.9%
Maintainers (1)
Last synced: 23 days ago
repo1.maven.org: org.mlflow:mlflow-parent

Open source platform for the machine learning lifecycle

  • Versions: 130
  • Dependent Packages: 0
  • Dependent Repositories: 1
Rankings
Stargazers count: 1.6%
Forks count: 2.4%
Average: 18.6%
Dependent repos count: 20.6%
Dependent packages count: 49.9%
Last synced: 2 months ago
repo1.maven.org: org.mlflow:mlflow-spark

Open source platform for the machine learning lifecycle

  • Versions: 57
  • Dependent Packages: 0
  • Dependent Repositories: 1
Rankings
Stargazers count: 1.6%
Forks count: 2.4%
Average: 18.6%
Dependent repos count: 20.6%
Dependent packages count: 49.9%
Last synced: 2 months ago
pypi.org: mlflow-by-ckl

MLflow: A Platform for ML Development and Productionization

  • Versions: 44
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 265 Last month
Rankings
Forks count: 0.1%
Stargazers count: 0.1%
Dependent packages count: 7.3%
Average: 19.1%
Dependent repos count: 68.7%
Maintainers (2)
Last synced: 25 days ago
pypi.org: mlflow-by-johnsnowlabs-v2

MLflow: A Platform for ML Development and Productionization

  • Versions: 9
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 37 Last month
Rankings
Forks count: 0.1%
Stargazers count: 0.1%
Dependent packages count: 7.4%
Average: 19.2%
Dependent repos count: 69.2%
Maintainers (1)
Last synced: 22 days ago
anaconda.org: mlflow

MLflow is a platform to streamline machine learning development, including tracking experiments, packaging code into reproducible runs, and sharing and deploying models. MLflow offers a set of lightweight APIs that can be used with any existing machine learning application or library (TensorFlow, PyTorch, XGBoost, etc), wherever you currently run ML code (e.g. in notebooks, standalone applications or the cloud).

  • Homepage: https://mlflow.org
  • License: Apache-2.0
  • Latest release: 3.12.0
    published about 2 months ago
  • Versions: 10
  • Dependent Packages: 0
  • Dependent Repositories: 40
  • Downloads: 5,609 Total
Rankings
Forks count: 5.5%
Stargazers count: 6.1%
Average: 19.7%
Dependent repos count: 26.0%
Dependent packages count: 41.0%
Last synced: about 2 months ago
pypi.org: qubole-ml

MLflow: An ML Workflow Tool

  • Versions: 2
  • Dependent Packages: 0
  • Dependent Repositories: 1
  • Downloads: 36 Last month
Rankings
Forks count: 0.1%
Stargazers count: 0.1%
Dependent packages count: 7.4%
Average: 20.2%
Dependent repos count: 22.2%
Downloads: 71.1%
Maintainers (1)
Last synced: about 1 month ago
conda-forge.org: mlflow-ui-dbg
  • Homepage: https://mlflow.org/
  • License: Apache-2.0
  • Latest release: 2.0.1
    published over 3 years ago
  • Versions: 41
  • Dependent Packages: 0
  • Dependent Repositories: 0
Rankings
Forks count: 1.8%
Stargazers count: 2.2%
Average: 22.3%
Dependent repos count: 34.0%
Dependent packages count: 51.2%
Last synced: 3 months ago
conda-forge.org: mlflow-pipelines
  • Homepage: https://mlflow.org/
  • License: Apache-2.0
  • Latest release: 1.30.0
    published over 3 years ago
  • Versions: 3
  • Dependent Packages: 0
  • Dependent Repositories: 0
Rankings
Forks count: 1.8%
Stargazers count: 2.2%
Average: 22.3%
Dependent repos count: 34.0%
Dependent packages count: 51.2%
Last synced: 3 months ago
conda-forge.org: mlflow-skinny
  • Homepage: https://mlflow.org/
  • License: Apache-2.0
  • Latest release: 2.0.1
    published over 3 years ago
  • Versions: 23
  • Dependent Packages: 0
  • Dependent Repositories: 0
Rankings
Forks count: 1.8%
Stargazers count: 2.2%
Average: 22.3%
Dependent repos count: 34.0%
Dependent packages count: 51.2%
Last synced: 3 months ago
conda-forge.org: r-mlflow
  • Versions: 33
  • Dependent Packages: 0
  • Dependent Repositories: 0
Rankings
Forks count: 1.8%
Stargazers count: 2.2%
Average: 22.3%
Dependent repos count: 34.0%
Dependent packages count: 51.2%
Last synced: 3 months ago
npmjs.org: @mlflow/anthropic

Anthropic integration package for MLflow Tracing

  • Homepage: https://mlflow.org/
  • License: Apache-2.0
  • Latest release: 0.2.0
    published 4 months ago
  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 19,857 Last month
Rankings
Downloads: 21.5%
Dependent repos count: 22.6%
Average: 25.6%
Dependent packages count: 32.6%
Maintainers (1)
Last synced: about 1 month ago
npmjs.org: @mlflow/claude-code

Claude Code and Claude Agent SDK integration package for MLflow Tracing

  • Homepage: https://mlflow.org/
  • License: Apache-2.0
  • Latest release: 0.2.0
    published about 2 months ago
  • Versions: 3
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 147 Last month
Rankings
Dependent repos count: 21.9%
Average: 26.7%
Dependent packages count: 31.5%
Maintainers (1)
Last synced: about 1 month ago
npmjs.org: @mlflow/mlflow-openclaw

OpenClaw integration package for MLflow Tracing

  • Homepage: https://mlflow.org/
  • License: Apache-2.0
  • Latest release: 0.2.0-rc.0
    published 2 months ago
  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 142 Last month
Rankings
Dependent repos count: 21.9%
Average: 26.7%
Dependent packages count: 31.5%
Maintainers (1)
Last synced: 30 days ago
npmjs.org: @mlflow/qwen-code

Qwen Code integration package for MLflow Tracing

  • Homepage: https://mlflow.org/
  • License: Apache-2.0
  • Latest release: 0.2.0-rc.0
    published 2 months ago
  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 136 Last month
Rankings
Dependent repos count: 21.9%
Average: 26.7%
Dependent packages count: 31.5%
Maintainers (1)
Last synced: 2 months ago
npmjs.org: @mlflow/vercel

Vercel AI SDK integration for MLflow Tracing — SpanProcessor that translates AI SDK span attributes to MLflow format

  • Homepage: https://mlflow.org/
  • License: Apache-2.0
  • Latest release: 0.2.0-rc.1
    published 3 months ago
  • Versions: 2
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 188 Last month
Rankings
Dependent repos count: 22.1%
Average: 26.9%
Dependent packages count: 31.8%
Maintainers (1)
Last synced: 24 days ago
npmjs.org: @mlflow/opencode

OpenCode integration package for MLflow Tracing

  • Homepage: https://mlflow.org/
  • License: Apache-2.0
  • Latest release: 0.2.0-rc.1
    published 4 months ago
  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 294 Last month
Rankings
Dependent repos count: 22.5%
Average: 27.4%
Dependent packages count: 32.4%
Maintainers (1)
Last synced: 28 days ago
npmjs.org: @mlflow/core

TypeScript implementation of MLflow Tracing SDK for LLM observability

  • Homepage: https://mlflow.org/
  • License: Apache-2.0
  • Latest release: 0.2.0
    published 4 months ago
  • Versions: 2
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 24,155 Last month
Rankings
Dependent repos count: 22.6%
Average: 27.6%
Dependent packages count: 32.6%
Maintainers (1)
Last synced: 30 days ago
npmjs.org: @mlflow/gemini

Gemini integration package for MLflow Tracing

  • Homepage: https://mlflow.org/
  • License: Apache-2.0
  • Latest release: 0.2.0
    published 4 months ago
  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 14 Last month
Rankings
Dependent repos count: 22.6%
Average: 27.6%
Dependent packages count: 32.6%
Maintainers (1)
Last synced: 28 days ago
npmjs.org: @mlflow/openai

OpenAI integration package for MLflow Tracing

  • Homepage: https://mlflow.org/
  • License: Apache-2.0
  • Latest release: 0.2.0
    published 4 months ago
  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 284 Last month
Rankings
Dependent repos count: 22.6%
Average: 27.6%
Dependent packages count: 32.6%
Maintainers (1)
Last synced: 2 months ago
npmjs.org: @rollyjoely/mlflow-langchain

LangChain integration package for MLflow Tracing

  • Homepage: https://mlflow.org/
  • License: Apache-2.0
  • Latest release: 0.1.3
    published 5 months ago
  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 16 Last month
Rankings
Dependent repos count: 22.7%
Average: 27.7%
Dependent packages count: 32.7%
Maintainers (1)
Last synced: 22 days ago
npmjs.org: @rollyjoely/mlflow-anthropic

Anthropic integration package for MLflow Tracing

  • Homepage: https://mlflow.org/
  • License: Apache-2.0
  • Latest release: 0.1.3
    published 5 months ago
  • Versions: 2
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 21 Last month
Rankings
Dependent repos count: 22.9%
Average: 28.0%
Dependent packages count: 33.1%
Maintainers (1)
Last synced: about 1 month ago
npmjs.org: @rollyjoely/mlflow-tracing

TypeScript implementation of MLflow Tracing SDK for LLM observability

  • Homepage: https://mlflow.org/
  • License: Apache-2.0
  • Latest release: 0.1.3
    published 5 months ago
  • Versions: 2
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 24 Last month
Rankings
Dependent repos count: 22.9%
Average: 28.0%
Dependent packages count: 33.1%
Maintainers (1)
Last synced: 15 days ago
pypi.org: mlflow-pri

MLflow is an open source platform for the complete machine learning lifecycle

  • Versions: 15
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 106 Last month
Rankings
Dependent packages count: 8.6%
Average: 28.5%
Dependent repos count: 48.5%
Maintainers (2)
Last synced: 20 days ago
npmjs.org: mlflow-anthropic

Anthropic integration package for MLflow Tracing

  • Homepage: https://mlflow.org/
  • License: Apache-2.0
  • Latest release: 0.1.3
    published 5 months ago
  • Versions: 3
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 693 Last month
Rankings
Dependent repos count: 23.5%
Average: 28.7%
Dependent packages count: 33.9%
Maintainers (1)
Last synced: about 1 month ago
npmjs.org: mlflow-gemini

Gemini integration package for MLflow Tracing

  • Homepage: https://mlflow.org/
  • License: Apache-2.0
  • Latest release: 0.1.3
    published 5 months ago
  • Versions: 3
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 24 Last month
Rankings
Dependent repos count: 23.5%
Average: 28.7%
Dependent packages count: 33.9%
Maintainers (1)
Last synced: 29 days ago
npmjs.org: mlflow-vercel

Vercel AI SDK integration package for MLflow Tracing

  • Homepage: https://mlflow.org/
  • License: Apache-2.0
  • Latest release: 0.1.1
    published 8 months ago
  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 835 Last month
Rankings
Dependent repos count: 23.5%
Average: 28.7%
Dependent packages count: 33.9%
Maintainers (1)
Last synced: about 1 month ago
anaconda.org: mlflow-skinny

MLflow Skinny is a lightweight MLflow package without SQL storage, server, UI, or data science dependencies.

  • Homepage: https://mlflow.org
  • License: Apache-2.0
  • Latest release: 3.12.0
    published about 2 months ago
  • Versions: 10
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 19,548 Total
Rankings
Forks count: 5.8%
Stargazers count: 6.5%
Average: 29.0%
Dependent packages count: 43.4%
Dependent repos count: 60.1%
Last synced: about 2 months ago
npmjs.org: mlflow-openai

OpenAI integration package for MLflow Tracing

  • Homepage: https://mlflow.org/
  • License: Apache-2.0
  • Latest release: 0.1.3
    published 5 months ago
  • Versions: 5
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 1,600 Last month
Rankings
Dependent repos count: 24.1%
Average: 29.5%
Dependent packages count: 34.8%
Maintainers (1)
Last synced: about 1 month ago
pypi.org: mlflow-no-ssl

MLflow is an open source platform for the complete machine learning lifecycle

  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 10 Last month
Rankings
Dependent packages count: 10.3%
Average: 34.2%
Dependent repos count: 58.1%
Maintainers (1)
Last synced: about 1 month ago
repo1.maven.org: org.mlflow:mlflow-spark_2.12

Open source platform for the machine learning lifecycle

  • Versions: 62
  • Dependent Packages: 0
  • Dependent Repositories: 0
Rankings
Dependent repos count: 34.2%
Average: 41.5%
Dependent packages count: 48.8%
Last synced: 2 months ago
repo1.maven.org: org.mlflow:mlflow-spark_2.13

Open source platform for the machine learning lifecycle

  • Versions: 61
  • Dependent Packages: 0
  • Dependent Repositories: 0
Rankings
Dependent repos count: 34.2%
Average: 41.5%
Dependent packages count: 48.8%
Last synced: 2 months ago
nixpkgs-24.05: mlflow-server

Open source platform for the machine learning lifecycle

  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
Maintainers (1)
Last synced: 4 months ago
nixpkgs-23.11: python310Packages.mlflow

Open source platform for the machine learning lifecycle

  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
Maintainers (1)
Last synced: 4 months ago
nixpkgs-23.11: mlflow-server

Open source platform for the machine learning lifecycle

  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
Rankings
Dependent repos count: 0.0%
Dependent packages count: 0.0%
Average: 100%
Maintainers (1)
Last synced: 4 months ago
nixpkgs-unstable: mlflow-server

Open source platform for the machine learning lifecycle

  • Versions: 2
  • Dependent Packages: 0
  • Dependent Repositories: 0
Rankings
Dependent repos count: 0.0%
Dependent packages count: 0.0%
Average: 100%
Maintainers (1)
Last synced: 3 months ago
nixpkgs-24.05: python311Packages.mlflow

Open source platform for the machine learning lifecycle

  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
Rankings
Dependent repos count: 0.0%
Dependent packages count: 0.0%
Average: 100%
Maintainers (1)
Last synced: 2 months ago
nixpkgs-23.11: python311Packages.mlflow

Open source platform for the machine learning lifecycle

  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
Rankings
Dependent repos count: 0.0%
Dependent packages count: 0.0%
Average: 100%
Maintainers (1)
Last synced: 3 months ago
nixpkgs-23.05: python310Packages.mlflow

Open source platform for the machine learning lifecycle

  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
Rankings
Dependent repos count: 0.0%
Dependent packages count: 0.0%
Average: 100%
Maintainers (1)
Last synced: 3 months ago
nixpkgs-23.05: python311Packages.mlflow

Open source platform for the machine learning lifecycle

  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
Rankings
Dependent repos count: 0.0%
Dependent packages count: 0.0%
Average: 100%
Maintainers (1)
Last synced: 3 months ago
nixpkgs-24.11: mlflow-server

Open source platform for the machine learning lifecycle

  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
Maintainers (1)
Last synced: 4 months ago
nixpkgs-24.11: python311Packages.mlflow

Open source platform for the machine learning lifecycle

  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
Rankings
Dependent repos count: 0.0%
Dependent packages count: 0.0%
Average: 100%
Maintainers (1)
Last synced: 4 months ago
nixpkgs-unstable: python313Packages.mlflow-skinny

Lightweight version of MLflow that is designed to minimize package size

  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
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Dependent repos count: 0.0%
Dependent packages count: 0.0%
Average: 100%
Maintainers (1)
Last synced: about 2 months ago
artifacthub.io: ncsa/swagger

Swagger UI

  • Versions: 2
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 0 Total
Rankings
Downloads: 0.0%
Dependent repos count: 0.0%
Dependent packages count: 0.0%
Average: 100%
Last synced: 24 days ago
nixpkgs-unstable: python314Packages.mlflow-skinny

Lightweight version of MLflow that is designed to minimize package size

  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
Rankings
Dependent repos count: 0.0%
Dependent packages count: 0.0%
Average: 100%
Maintainers (1)
Last synced: about 2 months ago
nixpkgs-unstable: python314Packages.mlflow-tracing

Open-Source SDK for observability and monitoring GenAI applications

  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
Rankings
Dependent repos count: 0.0%
Dependent packages count: 0.0%
Average: 100%
Maintainers (1)
Last synced: about 2 months ago
nixpkgs-unstable: python313Packages.mlflow-tracing

Open-Source SDK for observability and monitoring GenAI applications

  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
Rankings
Dependent repos count: 0.0%
Dependent packages count: 0.0%
Average: 100%
Maintainers (1)
Last synced: about 2 months ago
nixpkgs-unstable: python314Packages.mlflow

Open source platform for the machine learning lifecycle

  • Versions: 2
  • Dependent Packages: 0
  • Dependent Repositories: 0
Last synced: 4 months ago
nixpkgs-23.05: mlflow-server

Open source platform for the machine learning lifecycle

  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
Rankings
Dependent repos count: 0.0%
Dependent packages count: 0.0%
Average: 100%
Maintainers (1)
Last synced: 3 months ago
nixpkgs-24.11: python312Packages.mlflow

Open source platform for the machine learning lifecycle

  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
Rankings
Dependent repos count: 0.0%
Dependent packages count: 0.0%
Average: 100%
Maintainers (1)
Last synced: 4 months ago
nixpkgs-24.05: python312Packages.mlflow

Open source platform for the machine learning lifecycle

  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
Rankings
Dependent repos count: 0.0%
Dependent packages count: 0.0%
Average: 100%
Maintainers (1)
Last synced: 4 months ago
artifacthub.io: geek-cookbook/mlflow

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

  • Versions: 2
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 0 Total
Rankings
Downloads: 0.0%
Dependent repos count: 0.0%
Dependent packages count: 0.0%
Average: 100%
Last synced: about 1 month ago
artifacthub.io: ncsa/mlflow

An open source platform for the machine learning lifecycle

  • Versions: 7
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 0 Total
Rankings
Downloads: 0.0%
Dependent repos count: 0.0%
Dependent packages count: 0.0%
Average: 100%
Last synced: 23 days ago
nixpkgs-unstable: python313Packages.mlflow

Open source platform for the machine learning lifecycle

  • Versions: 2
  • Dependent Packages: 0
  • Dependent Repositories: 0
Last synced: 4 months ago