Rian

Rapid Prototyping System for Data Analysis

Rian v0.5.583


About

Rian is a machine learning and data analysis framework with rapid prototyping and cloud assisted building and deployment. Thereby individual code blocks are automatically retrieved from collaborative algorithm repositories, that provide the currently best fitting solutions for individual tasks. Rian is based on the Python programming language and actively developed as the client component of the Vivid Code framework.

Processing of data analysis flows using Rian
Processing of data analysis flows using Rian

The key goal of Rian is to provide a long-term data analysis framework, which seemingly integrates into existing enterprise data environments and thereby supports collaborative data science. To achieve this goal Rian orchestrates established Python frameworks like TensorFlow and SQLAlchemy and dynamically extends their capabilities by community driven algorithms (e.g. for probabilistic graphical modeling, machine learning and structured data-analysis).

According to our convictions Rian is Free Software. It is released under the GPL-3.0 and can be downloaded from GitHub.

Quickstart

Installation using PIP

$ pip install rian

Posts

  •   Patrick Michl  

    Three obstacles in data science and one vision: For the current development- and exploration process in data science three obstacles in particular appear as outstanding hurdles, when it comes up to realize projects - and even more, when it comes up to venture collaborations. ...more


Resources

Documentation
Source Code