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Microsoft introduces two new data science utilities on GitHub

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Published onOctober 18, 2016

published onOctober 18, 2016

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Today,Microsoft introduced two new data science utilities on GitHubto help boost productivity; Interactive Data Exploration, Analysis, and Reporting (IDEAR) and Automated Modeling and Reporting (AMAR). Both IDEAR and AMAR run in CRAN-Rare accessible via GitHub for your enjoyment.

Team Data Science Process (TDSP) was initially launchedat the Microsoft Machine Learning & Data Science Summit in Atlanta in September, and TDSP is responsible for the creation of IDEAR and AMAR. let’s take a quick look at what IDEAR and AMAR are and what they do for machine learning and data science.

IDEAR

IDEAR is a tool that helps data scientists visualize and analyze data and can provide data scientists with helpful insights into that information in an interactive way.

Some unique IDEAR features include:

AMAR

AMAR is a customizable tool that helps train machine learning models with the use of hyper-parameter sweeping, check the accuracy, and look at the importance of variables. A parameter input file is needed to select which models run, what data is used, parameter ranges, and the best parameter strategy to use; bootstrapping, cross-validation, etc.

When AMAR is finished, a standard HTML model report is compiled and displays the following information:

Both IDEAR and AMAR are availableby cloning this GitHub repository. Additionally, there are two dataset samples available for both IDEAR and AMAR to give you examples of how to use IDEAR and AMAR, but you can also use your own dataset as well.

Microsoft hopes you give both IDEAR and AMAR, as well as TDSP a try in your next data science project. If you have any comments or features requests, the Cortana Intelligence and Machine Learning team value any feedback they receive. You can provide your comments at theend of their blog post, viathe issues tab of their GitHub repository, orsend them a tweet @zenlytix.

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davew

With KB5043178 to Release Preview Channel, Microsoft advises Windows 11 users to plug in when the battery is low#

Copilot in Outlook will generate personalized themes for you to customize the app#

Microsoft will raise the price of its 365 Suite to include AI capabilities#

Death Stranding Director’s Cut is now Xbox X|S at a huge discount#

Outlook will let users create custom account icons so they can tell their accounts apart easier#

Microsoft introduces two new data science utilities on GitHub#

IDEAR#

AMAR#