Skymind is a model deployment platform that enables corporate data science and IT teams to rapidly prototype, deploy, maintain, and retrain machine learning workflows that accelerate time to value. By treating the big data ecosystem as a first class citizen, Skymind bridges the gap between data science and IT.Skymind is a VC-backed startup based in San Francisco. Our investors include YCombinator, Tencent as well as other well-known angels in Silicon Valley. We have worked with over 20 clients including several Fortune 2000 corporations, the US government, and several hardware partners such as Cisco, NVIDIA, and Huawei.

The Skymind Intelligence Layer (SKIL) is a software distribution designed to help enterprise IT teams manage, deploy, and retrain machine learning models at scale. By treating distributed systems as first class citizens, SKIL streamlines the path from research to production.Package consists of 5 activities:<ul><li>SKIL Deployment Scope</li><li>A scope that connects to and authenticates with the SKIL deployment.</li><li>Transform Data</li><li>Activity to sends DataTable rows to the Transform Process service that normalizes the data and converts it into a matrix for use in classifiers</li><li>Transform Text</li><li>Activity that converts a string of text into a matrix format for use in classifiers</li><li>Classify Data</li><li>Activity that will send the results of Transform Data into a model service and return the prediction and confidence score.</li><li>Classify Image</li><li>Activity that you can use to Classify Images</li></ul>

Activities for using custom machine learning models trained and deployed in the Skymind Intelligence Layer (SKIL) in your automations.

VP. Engineering

Is there a subscription fee with Skymind to use  this activity in production?

I'm trying to follow <a href="https://s3-us-west-2.amazonaws.com/near-me-oregon/instances/214/uploads/attachments/custom_attachment/file/5622/SKIL_Activity_Library_User_Guide-1.0.0.3.pdf?X-Amz-Expires=600&amp;X-Amz-Date=20190404T020257Z&amp;X-Amz-Algorithm=AWS4-HMAC-SHA256&amp;X-Amz-Credential=AKIAJYBWEGW4PEDEF5SQ/20190404/us-west-2/s3/aws4_request&amp;X-Amz-SignedHeaders=host&amp;X-Amz-Signature=b53d67a252e7cf88cad699255e08d7f573ef8061fe270a182e29a609c907015c" target="_blank" style="color: rgb(0, 74, 67);">SKIL_Activity_Library_User_Guide-1.0.0.3.pdf</a>. I have installed skil. Also, I have run, deployed, and started the MNIST model. Morover, I have followed the instruction to create the demo file in the UiPath. It seemed that the UiPath can connect <a href="http://localhost:9008/" target="_blank" style="background-color: rgb(255, 255, 255);">http://localhost:9008/</a> successfully.However, after running the UiPath file, there's an error window popped up that the imagemodel might have not been deployed or started. Do you have any idea how to solve this issue?

Where can i find the notebook .json file, shown in the video?

It was mentioned in the video that I can find " _skil_resume_dl4j_lstm.json " on the Skymind site, but I have been through every corner of the site as well as on GitHub, But unable to locate the file, please help.

In skymind activity does't showing decision Data , Please let me know

Hi,I had deployed a tensorflow .pb model on SKIL and would like to perform inference through SKIL activities in UiPath. I wanted to ask if there is a way to perform inference using “classify data” without go through the “Transform Data” process? meaning direct perform inference using model only. if yes, how should i construct my input data form in order to sent to SKIL for inference.Let’s assume i have a input shape of (1,24). *csv input format.Thanks!

I see that skymind is now pathmind and I dont see any downoad link for installing community edition. How do I proceed now? Is there a change in this also now as company has changed its name(?)

Hi, I am trying to activate my SKIL License from "https://skymind.ai/activate" website, but i am unable to get the license key as there is no reaction from the page once after i register. Kindly assist to get the license key!

 -  Very useful component that allows you to add AI features to UiPath robots.  Always was a pleasure to work with technical team from Skymind, Thank you for all of your support.


 - I love this activity, it allows you to use ML even if you are at the beginning of RPA (or ML). Fantastic job !


 - This is a really good component who are just want to use AI ML right away, but if some of the pr-requisites can be made more simple so that someone who is not from technical side can use it too.


Skymind - SKIL Activities AI

Skymind - SKIL Activities AI

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