[2018-09-18] Knowru Release Note

1. Monitoring feature
2. Fixed the issue when downloading a list of runs containing non-ascii characters

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[2018-08-31] Knowru Release Note

Released new frontend and other 8 improvements

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Supporting Python 3.5 and 3.6, and Automated test features

Supporting Python 3.5 and 3.6, and Automated test features

Now you can take advantage of some awesome features of Python 3 on our platform, and greatly save your time and effort in finding errors when creating new runnable versions.

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Measuring R H2O's DRF models' processing time

Measuring R H2O's DRF models' processing time

We measured processing times of R H2O's DRF models with different number of trees in all 25 related AWS' instance types and share the results here. The findings would be particularly relevant to those companies that want to use machine learning to process transactions but do not know whether it would slow their real-time processing, and to those that already use machine learning but have not explored yet how different hardware specifications would influence processing times of the machine learning models in their production environments.

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Runnable memory size configuration, on-premise deployment and search feature details

Runnable memory size configuration, on-premise deployment and search feature details

It is important to configure the size of memory to prevent unexpected problems in running your models and work efficiently in finding your errors history. Check that out how you can do it with Knowru.

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"Environment Variables" feature on Knowru's platform

"Environment Variables" feature on Knowru's platform

"Environment Variables" feature on Knowru's platform can save your time and improve the security of your sensitive information by allowing you to manage your often adjustable configurations directly from our platform, and keep your sensitive information content away from other members.

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Observe key variable distributions in one sight

Observe key variable distributions in one sight

Knowru’s new frontend features which we believe will greatly enhance your ability to navigate, visualize and manage ML models on Knowru.

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The best practices in releasing new versions for your Machine Learning APIs

The best practices in releasing new versions for your Machine Learning APIs

As new sets of data come in, it is necessary that you refit and release new versions of your machine learning models. In this article, we share the best practices and tips that will help you go through the release process smoothly.

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Support for CORS and Content-Encoding

Support for CORS and Content-Encoding

Knowru now supports Cross-Origin Resource Sharing (CORS) and Content-Encoding headers.

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Analytics for your APIs

Analytics for your APIs

Knowing usage is an integral part of managing your APIs. On top of that, Knowru provides various analytics features that you'd love in managing your APIs, such as visualizing distributions of key variables on the fly, setting alarms and monitoring response time. This post will talk about how to use various analytics features that Knowru offers.

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