Python Based data analysis and statistical modeling tool

by Medorbis Technologies LLP

Status
Build Stage
Challenger
Medorbis Technologies LLP
Duration
2020-02-08 - 2020-03-21
Domain
Healthcare
Type
Prototyping
Reward Type
   
Suggested Technologies
Big Data/ Hadoop Ruby on rail/Python.
Scope

Model Selection Comparing, validating and choosing parameters and models Clustering

Automatic grouping of similar objects into sets Classification Identifying to which category an object belongs to

Challenge Description

A simple and efficient tool for data mining and data analysis.

What is so great about it is that it should be accessible to everybody, and reusable in various contexts. It should be written in Python and is capable of running on top of popular neural network frameworks like TensorFlow, CNTK or Theano.

Outcome

Support for interactive data visualization and use of GUI toolkits 

A browser-based notebook with support for mathematical expressions, inline plots and other rich media

Flexible, embeddable interpreters to load into ones own projects  Ability to analyze terabyte scale data at interactive speeds, on your desktop  A Single platform for tabular data, graphs, text, and images  Run the same code in a distributed system, using a Hadoop Yarn or EC2 cluster  Focus on tasks simulation