Plotly Dash vs. ruffus Comparison


Plotly Dash Plotly	ruffus	+	+
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About Dash & Dash Enterprise let you build & deploy analytic web apps using Python, R, and Julia. No JavaScript or DevOps required. Through Dash, the world's largest companies elevate AI, ML, and Python analytics to business users at 5% the cost of a full-stack development approach. Deliver apps and dashboards that run advanced analytics: ML, NLP, forecasting, computer vision and more. Work in the languages you love: Python, R, and Julia. Reduce costs by migrating legacy, per-seat licensed software to Dash Enterprise's open-core, unlimited end-user pricing model. Move faster by deploying and updating Dash apps without an IT or DevOps team. Create pixel-perfect dashboards & web apps, without writing any CSS. Scale effortlessly with Kubernetes. Support mission-critical Python applications with high availability.	About Ruffus is a computation pipeline library for python. It is open-sourced, powerful and user-friendly, and widely used in science and bioinformatics. Ruffus is designed to allow scientific and other analyses to be automated with the minimum of fuss and the least effort. Suitable for the simplest of tasks. Handles even fiendishly complicated pipelines which would cause make or scons to go cross-eyed and recursive. No "clever magic", no pre-processing. Unambitious, the lightweight syntax which tries to do this one small thing well. Ruffus is available under the permissive MIT free software license. This permits free use and inclusion even within proprietary software. It is good practice to run your pipeline in a temporary, “working” directory away from your original data. Ruffus is a lightweight python module for building computational pipelines. Ruffus requires Python 2.6 or higher or Python 3.0 or higher.
Platforms Supported Windows 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 Supported Mac Supported Linux Supported Cloud Not Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Data science teams	Audience Professionals in science and bioinformatics seeking a computation pipeline library solution
Support Phone Support Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Not Supported Online 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 No information available. Free Version Supported Free Trial Not Supported	Pricing Free Free Version Supported Free Trial Not Supported
Reviews/Ratings Overall 4.5 / 5 ease 5.0 / 5 features 4.5 / 5 design 5.0 / 5 support 4.5 / 5 Read all reviews	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
Pros & Cons from Real Users Pros I am a rookie Python developer and even people like me can easily deploy and maintain ML models and apps. - Plotly creates really beautiful graphs and charts. It's much more presentable and pleasing to the eye than something made with Excel. Cons No cons as of now. It is very easy to use and understand. - The fact that it is a paid software can be a deal-breaker for some people like students etc. They still have a free version though.
Training Documentation Not Supported Webinars Not Supported Live Online Not Supported In Person Not Supported	Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported
Company Information Plotly Founded: 2013 Canada plotly.com	Company Information ruffus www.ruffus.org.uk
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Categories Component Libraries Supported Data Science Supported Data Visualization Supported Embedded Analytics Supported	Categories Bioinformatics Supported Component Libraries Supported
Show More Features Data Visualization Features Analytics Supported Content Management Not Supported Dashboard Creation Supported Filtered Views Not Supported OLAP Not Supported Relational Display Not Supported Simulation Models Supported Visual Discovery Not Supported
Integrations Python Supported Comet Supported F# Supported Julia Supported Kedro Supported Lyftrondata Supported MATLAB Supported Make Supported NVIDIA RAPIDS Supported OpenMemory Supported R Supported Spotfire Supported Tableau Supported ThinkData Works Supported Voxel51 Supported Zepl Supported data.world Supported navio Supported neptune.ai Supported skills.ai Supported Show More Integrations View All 20 Integrations	Integrations Python Supported Comet Not Supported F# Not Supported Julia Not Supported Kedro Not Supported Lyftrondata Not Supported MATLAB Not Supported Make Not Supported NVIDIA RAPIDS Not Supported OpenMemory Not Supported R Not Supported Spotfire Not Supported Tableau Not Supported ThinkData Works Not Supported Voxel51 Not Supported Zepl Not Supported data.world Not Supported navio Not Supported neptune.ai Not Supported skills.ai Not Supported Show More Integrations View All 1 Integration
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