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.
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).
Installation using PIP
$ pip install vivid-node
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