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<div style =" text-align : center " >
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- <img src=".. /mlflow-site/public/assets/mlflow-js-logo-whitebg.png" width=600px;"/></div >
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+ <img src="/mlflow-site/public/assets/mlflow-js-logo-whitebg.png" width=600px;"/></div >
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<br >
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## About
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- [ ![ License: MIT] ( https://img.shields.io/badge/License-MIT-blue.svg )] ( .. /LICENSE)
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- ![ Release] ( https://img.shields.io/badge/Release-v1.0.0 -426B20 )
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+ [ ![ License: MIT] ( https://img.shields.io/badge/License-MIT-blue.svg )] ( /LICENSE )
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+ ![ Release] ( https://img.shields.io/badge/Release-v1.0.1 -426B20 )
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![ Build] ( https://img.shields.io/badge/Build-Passing-brightgreen.svg )
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![ Coverage] ( https://img.shields.io/badge/Coverage-87%25-c7ea46.svg )
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- [ ![ Contributions] ( https://img.shields.io/badge/Contributions-Welcome-brightgreen.svg )] ( .. /CONTRIBUTING.md)
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+ [ ![ Contributions] ( https://img.shields.io/badge/Contributions-Welcome-brightgreen.svg )] ( /CONTRIBUTING.md )
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<i >MLflow.js</i > is an open-source JavaScript library that helps developers track machine learning experiments and manage models with MLflow, providing functionalities for machine learning lifecycle in JavaScript/TypeScript environments.
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<br >
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## Features
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- <i >MLflow.js</i > covers all REST API endpoints under MLflow's Tracking Server and Model Registry. Moreover, high-level abstractions have been developed to facilitate developers' common ML workflows. It provides some key advantages:
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+ <i >MLflow.js</i > covers all REST API endpoints under MLflow's Tracking Server and Model Registry. Moreover, high-level abstractions have been developed to facilitate developers' common ML workflows. It provides some key advantages:
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- Native JavaScript Integration: Seamlessly integrate MLflow capabilities within JavaScript codebases
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- Type Safety: Built with TypeScript for enhanced developer experience and code reliability
@@ -66,7 +66,8 @@ mlflow ui --port 5000
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This will launch the MLflow UI on your local machine at ` http://localhost:5000 ` .
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### Development Setup
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- For development environment setup instructions, please refer to our [ Contributing Guide] ( ../CONTRIBUTING.md ) .
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+ For development environment setup instructions, please refer to our [ Contributing Guide] ( /CONTRIBUTING.md ) .
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<br >
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@@ -99,12 +100,14 @@ async function createExperiment(){
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createExperiment ();
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```
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<br >
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## Resources
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- - [ Example Repository] ( https://github.com/oslabs-beta/mlflow-js/tree/dev/mlflow/examples ) - Practical examples demonstrating MLflow.js’s functionality
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+ - [ Example Repository] ( https://github.com/oslabs-beta/mlflow-js/tree/dev/mlflow/examples ) - Practical examples demonstrating <i >MLflow.js</i >'s functionality
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- [ Quick Tutorials] ( https://www.mlflow-js.org/ ) - Video walkthrough of the example code with MLflow UI
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- - [ Read our Medium Article] ( link ) - Overview on why we built MLflow.js and how it enhances ML workflows in JavaScript environments
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+ - [ Read our Medium Article] ( link ) - Overview on why we built < i > MLflow.js</ i > and how it enhances ML workflows in JavaScript environments
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<br >
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@@ -141,13 +144,13 @@ Official documentation for <i>MLflow.js</i> can be found <a href="https://www.ml
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## Contributing
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- We welcome contributions to <i >MLflow.js</i >! Please see our [ Contributing Guide] ( .. /CONTRIBUTING.md) for more details on how to get started.
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+ We welcome contributions to <i >MLflow.js</i >! Please see our [ Contributing Guide] ( /CONTRIBUTING.md ) for more details on how to get started.
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<br >
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## License
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- [ MIT License] ( .. /LICENSE)
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+ [ MIT License] ( /LICENSE )
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<br >
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@@ -159,4 +162,4 @@ We welcome contributions to <i>MLflow.js</i>! Please see our [Contributing Guide
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| Kyler Chiago | [ ![ GitHub] ( https://img.shields.io/badge/GitHub-181717?style=for-the-badge&logo=github )] ( https://github.com/Kyler-Chiago ) | [ ![ LinkedIn] ( https://img.shields.io/badge/LinkedIn-0077B5?style=for-the-badge&logo=linkedin&logoColor=white )] ( https://www.linkedin.com/in/kyler-chiago/ ) |
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| Austin Fraser | [ ![ GitHub] ( https://img.shields.io/badge/GitHub-181717?style=for-the-badge&logo=github )] ( https://github.com/austinbfraser ) | [ ![ LinkedIn] ( https://img.shields.io/badge/LinkedIn-0077B5?style=for-the-badge&logo=linkedin&logoColor=white )] ( http://www.linkedin.com/in/austin-fraser ) |
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| Stephany Ho | [ ![ GitHub] ( https://img.shields.io/badge/GitHub-181717?style=for-the-badge&logo=github )] ( https://github.com/seneyu ) | [ ![ LinkedIn] ( https://img.shields.io/badge/LinkedIn-0077B5?style=for-the-badge&logo=linkedin&logoColor=white )] ( https://www.linkedin.com/in/stephanyho/ ) |
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- | Winston Ludlam | [ ![ GitHub] ( https://img.shields.io/badge/GitHub-181717?style=for-the-badge&logo=github )] ( https://github.com/winjolu/ ) | [ ![ LinkedIn] ( https://img.shields.io/badge/LinkedIn-0077B5?style=for-the-badge&logo=linkedin&logoColor=white )] ( https://www.linkedin.com/in/wjludlam/ ) |
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+ | Winston Ludlam | [ ![ GitHub] ( https://img.shields.io/badge/GitHub-181717?style=for-the-badge&logo=github )] ( https://github.com/winjolu/ ) | [ ![ LinkedIn] ( https://img.shields.io/badge/LinkedIn-0077B5?style=for-the-badge&logo=linkedin&logoColor=white )] ( https://www.linkedin.com/in/wjludlam/ ) |
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