NumPy vs. Plotly Dash Comparison


NumPy	Plotly Dash Plotly	+	+
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About Fast and versatile, the NumPy vectorization, indexing, and broadcasting concepts are the de-facto standards of array computing today. NumPy offers comprehensive mathematical functions, random number generators, linear algebra routines, Fourier transforms, and more. NumPy supports a wide range of hardware and computing platforms, and plays well with distributed, GPU, and sparse array libraries. The core of NumPy is well-optimized C code. Enjoy the flexibility of Python with the speed of compiled code. NumPy’s high level syntax makes it accessible and productive for programmers from any background or experience level. NumPy brings the computational power of languages like C and Fortran to Python, a language much easier to learn and use. With this power comes simplicity: a solution in NumPy is often clear and elegant.	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.
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	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
Audience Component Library solution for DevOps teams	Audience Data science teams
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Supported 24/7 Live Support Not Supported Online 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 Free Free Version Supported Free Trial Not Supported	Pricing No information available. Free Version 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 4.5 / 5 ease 5.0 / 5 features 4.5 / 5 design 5.0 / 5 support 4.5 / 5 Read all reviews
	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 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 NumPy numpy.org	Company Information Plotly Founded: 2013 Canada plotly.com
Alternatives Polars	Alternatives Highcharts Highsoft
h5py HDF5	Juicebox Juice Analytics
broot	Bokeh
PyQtGraph	Hex
Dask View All	ReportDash View All
Categories Component Libraries Supported	Categories Component Libraries Supported Data Science Supported Data Visualization Supported Embedded Analytics 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 Avanzai Supported Codédex Supported Coiled Supported Dash Supported Gensim Supported JAX Supported Julia Not Supported Kedro Not Supported Lyftrondata Not Supported MATLAB Not Supported MPI for Python (mpi4py) Supported NVIDIA RAPIDS Not Supported Python Not Supported Voxel51 Not Supported Yamak.ai Supported Yandex Data Proc Supported Zepl Not Supported data.world Not Supported imageio Supported skills.ai Not Supported Show More Integrations View All 22 Integrations	Integrations Avanzai Not Supported Codédex Not Supported Coiled Not Supported Dash Not Supported Gensim Not Supported JAX Not Supported Julia Supported Kedro Supported Lyftrondata Supported MATLAB Supported MPI for Python (mpi4py) Not Supported NVIDIA RAPIDS Supported Python Supported Voxel51 Supported Yamak.ai Not Supported Yandex Data Proc Not Supported Zepl Supported data.world Supported imageio Not Supported skills.ai Supported Show More Integrations View All 20 Integrations
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