Daft vs. Streamlit Comparison


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About Daft is a framework for ETL, analytics and ML/AI at scale. Its familiar Python dataframe API is built to outperform Spark in performance and ease of use. Daft plugs directly into your ML/AI stack through efficient zero-copy integrations with essential Python libraries such as Pytorch and Ray. It also allows requesting GPUs as a resource for running models. Daft runs locally with a lightweight multithreaded backend. When your local machine is no longer sufficient, it scales seamlessly to run out-of-core on a distributed cluster. Daft can handle User-Defined Functions (UDFs) in columns, allowing you to apply complex expressions and operations to Python objects with the full flexibility required for ML/AI. Daft runs locally with a lightweight multithreaded backend. When your local machine is no longer sufficient, it scales seamlessly to run out-of-core on a distributed cluster.	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 Not Supported Cloud 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 Developers and enterprises in search of a solution to manage their multimodal data	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 Supported	API Offers API Not Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing No information available. Free Version Not 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 Daft United States www.getdaft.io	Company Information Streamlit United States www.streamlit.io
Alternatives JetBrains DataSpell JetBrains	Alternatives Retool
Azure Data Science Virtual Machines Microsoft	AG-UI
PySpark	assistant-ui
Dask	Streamoku
Cegal Prizm Cegal View All	marimo View All
Categories Data Science Supported DataOps Supported	Categories Application Development Supported Data Science Supported Development Frameworks Supported

Integrations Python Supported Amazon Web Services (AWS) Supported Apache Arrow Supported Apache Spark Supported Azure Marketplace Not Supported Beam Cloud Not Supported Broxi AI Not Supported Databricks Supported DemoGPT Not Supported Gradient Not Supported JSON Supported JarvisLabs.ai Not Supported Microsoft Azure Supported NewsData.io Not Supported PyTorch Supported Rust Supported TrueFoundry Not Supported Unity Catalog Supported pandas Supported Show More Integrations View All 14 Integrations	Integrations Python Supported Amazon Web Services (AWS) Not Supported Apache Arrow Not Supported Apache Spark Not Supported Azure Marketplace Supported Beam Cloud Supported Broxi AI Supported Databricks Not Supported DemoGPT Supported Gradient Supported JSON Not Supported JarvisLabs.ai Supported Microsoft Azure Not Supported NewsData.io Supported PyTorch Not Supported Rust Not Supported TrueFoundry Supported Unity Catalog Not Supported pandas Not Supported Show More Integrations View All 14 Integrations
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