Vivid Node

Smart Data Analysis Processor

Vivid Node v0.5.583

About

Vivid Node is a Python based 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.

Processing of data analysis flows using Vivid Node
Processing of data analysis flows using Vivid Node

The key goal of Vivid Node 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 Vivid Node 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 Vivid Node is free software. It is released under the GPL-3.0 and can be downloaded from GitHub.

Quickstart

Installation using PIP

$ pip install vivid-node

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. ... read more


Resources

Documentation
Source Code