Kedro vs. Streamlit Comparison


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About Kedro is the foundation for clean data science code. It borrows concepts from software engineering and applies them to machine-learning projects. A Kedro project provides scaffolding for complex data and machine-learning pipelines. You spend less time on tedious "plumbing" and focus instead on solving new problems. Kedro standardizes how data science code is created and ensures teams collaborate to solve problems easily. Make a seamless transition from development to production with exploratory code that you can transition to reproducible, maintainable, and modular experiments. A series of lightweight data connectors is used to save and load data across many different file formats and file systems.	About Streamlit. The fastest way to build and share data apps. Turn data scripts into sharable web apps in minutes. All in Python. All for free. No front-end experience required. Streamlit combines three simple ideas. Embrace Python scripting. Build an app in a few lines of code with our magically simple API. Then see it automatically update as you save the source file. Weave in interaction. Adding a widget is the same as declaring a variable. No need to write a backend, define routes, handle HTTP requests, etc. Deploy instantly. Use Streamlit’s sharing platform to effortlessly share, manage, and collaborate on your apps. A minimal framework for powerful apps. Face-GAN explorer. App that uses Shaobo Guan’s TL-GAN project from Insight Data Science, TensorFlow, and NVIDIA's PG-GAN to generate faces that match selected attributes. Real time object detection. An image browser for the Udacity self-driving-car dataset with real-time object detection.
Platforms Supported Windows Not Supported Mac Not Supported Linux Supported Cloud Not Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Organizations interested in a toolbox for production-ready data science	Audience Engineers looking for an open-source app framework to create performant apps in only a few hours
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Not Supported Online Not Supported
API Offers API Not Supported	API Offers API Not Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing Free Free Version Supported Free Trial Not Supported	Pricing No information available. Free Version Not Supported Free Trial Not Supported
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 5.0 / 5 ease 5.0 / 5 features 5.0 / 5 design 5.0 / 5 support 5.0 / 5 Read all reviews
	Pros & Cons from Real Users Pros The best app maker for Python programmers, period! The library is amazingly intuitive and simple to use. Cons Not a single thing to dislike in this service. Could make themes available as CSS options rather than in-code options.
Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported	Training Documentation Not Supported Webinars Not Supported Live Online Not Supported In Person Not Supported
Company Information Kedro kedro.org	Company Information Streamlit United States www.streamlit.io
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Categories Data Science Supported	Categories Application Development Supported Data Science Supported Development Frameworks Supported

Integrations Python Supported Amazon SageMaker Supported Apache Airflow Supported Apache Spark Supported Azure Databricks Supported Azure Machine Learning Supported ConfidentialMind Not Supported Dask Supported DemoGPT Not Supported Docker Supported Gemini Enterprise Agent Platform Supported JarvisLabs.ai Not Supported Kubeflow Supported Matplotlib Supported NewsData.io Not Supported Plotly Dash Supported Positron Not Supported TrueFoundry Not Supported pandas Supported Show More Integrations View All 15 Integrations	Integrations Python Supported Amazon SageMaker Not Supported Apache Airflow Not Supported Apache Spark Not Supported Azure Databricks Not Supported Azure Machine Learning Not Supported ConfidentialMind Supported Dask Not Supported DemoGPT Supported Docker Not Supported Gemini Enterprise Agent Platform Not Supported JarvisLabs.ai Supported Kubeflow Not Supported Matplotlib Not Supported NewsData.io Supported Plotly Dash Not Supported Positron Supported TrueFoundry Supported pandas Not Supported Show More Integrations View All 14 Integrations
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