Rubistudio, Designer or Model Studio, is a visual model builder (Workbook) with no-code (or minimal-code), drag and drop functionality for a data scientist to build models, train-test-deploy and publish selected model. In the Studio, you can Read & Prepare data; and Create, Test, Deploy your models easily and instantly. It also enables you to develop & integrate your Python and R based models and other custom code.
AdvantagesWith RubiStudio one can maintain multiple versions of models, as well as integrate existing Python / R based models and custom code
- Combines data wrangling, data exploration, and visualization, feature engineering, and dimensionality reduction; advanced unsupervised and supervised learning techniques; with an interactive, web-based interface.
- RubiML provides a powerful custom scripting capability in coding languages like Python, R – for analyzing extensive, complicated data and uncovering new insights faster.
- Integrate Jupyter for advanced code coloration and completion (Python and R)