Is there anyone out there using Core ML outside of an Apple environment? (outside Xcode) - coreml

I'm starting to work with ML and before using either TensorFlow or PyTorch I'd like to use Create ML / Core ML (for its simplicity and UI) on a python script, for example.
I've tried to convert Core ML to ONNX, but apparently ONNX won't keep supporting Core ML. I've also tried to use coremltools to make my model work in a python code, but did not manage to make it successfully.

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Stuck with creating Keyword library using Java in Eclipse and using that JAR file in RIDE

I'm new to ROBOT framework and must create library keyword using java and utilize the JAR files in RIDE editor. I have followed the below steps. But still have confusions in where to start up. Please help me to achieve this.
Steps:
1) Installed Python, wxPython, pybot, RIDE, selenium2library successfully and I'm able to work with RIDE using predefined keywords.
2) For creating own java library, Installed Eclipse Mars, Java, ROBOT IDE manually using the link https://github.com/NitorCreations/RobotFramework-EclipseIDE/wiki/Installation
The question here is,
Anything i'm missing to install?
How to proceed further with Robot Framework coding?
Note: I'm reading many materials in parts to proceed things. But that is confusing me what are the steps to be followed. Is there any single material that i can get having the sequences of steps that need to be followed for my requirements?
The below links I referred with,
https://github.com/NitorCreations/RobotFramework-EclipseIDE/wiki/Usage
Maven error "Failure to transfer..."
Create a Maven project in Eclipse complains "Could not resolve archetype"
http://robotframework.org/robotframework/latest/RobotFrameworkUserGuide.html#using-set-test-suite-global-variable-keywords
Let's start with the basics. RIDE is an editor for Robot Script files. Robot Script files are executed by the Robot Framework robot application. It is important to understand the difference between these two applications. One creates files and the other uses them.
Assuming for a moment here that you have some custom functionality in a Jar file that you would like to make available inside the Robot Script files test cases. If this is indeed the case then your focus should be on create Robot Test Libraries. In the documentation there are numerous java examples given for basing your own library on.
This means that you do not need Maven, unless you want to, to create your library. Also Eclipse IDE is not needed nor is RIDE. The library you create can be used by Robot Framework even when it's run from the command line. Feel free to use them for what they are good at: writing Robot Scripts efficiently and running Robot through menu options instead of command line windows.
When you are familiar with Eclipse and comfortable with it's features, then I can also recommend using the Eclipse Application RED which is a mature Eclipse add on for creating, running and debugging Robot scripts.
There are two ways of implementing a Java routine in Robot Framework and it depends a bit on how you run Robot Framework: Python or Jython. Running Python means that you need to run the Java in a separate JVM container and connect to it. The simplest way is via Command Line interaction. This may cause some security concerns. The second approach is to use the Remote Library approach. A good example of this is the Robot Framework Sikuli Library. An added bonus is that you can run Robot and your Java application on two separate machines/servers.
The Jython way has been discussed on StackOverflow before and I gladly refer to it. Please bear in mind that although the examples refer to RIDE, the Library org.company.Keywordlibrary works in all IDE's, provided robot framework is run using Jython.
In the Jython documentation it clearly explains how to setup an Eclipse based IDE with Jython. Do keep in mind that it's recommended to use the same interpreter in development and production. I.e. if you create your scripts in Jython, do run them in 'production' also using Jython. Otherwise you open yourself up to interpreter differences where functionality does not work or behaves differently then expected.
An alternative approach with Jython is the all-in-one Robot Framework Maven JAR plugin. Adding a custom Java Library in this setup is not too difficult. A nice short tutorial can be found on the blog of Valerio Bruno. If this is your preferred route for development, then you may want to read the RED howto on integrating the Robot Framework Maven jar.
Working on your custom functionality is likely going to be a independent project in Eclipse, but can be linked to an Robot project via the Class Path settings in red.xml if you use RED or the CLASS_PATH environment variable.
Done! I have installed RED and required add on using following below steps. It worked successfully with predefined keywords. Now I'm gonna create user defined keywords/libraries using the same editor. I don't know where to start up. Will it work creating just a java project? Should I need to include any additional libraries?
Steps followed to proceed with RED:
1. RED Version Conclusion: https://github.com/nokia/RED/blob/master/release.md
2. RED Installation Instructions: https://github.com/nokia/RED/blob/master/installation.md
3. ROBOT Framework prerequisites using RED: https://github.com/nokia/RED/blob/master/red_help/first_steps/download_install.html.md
4. To verify Installations in Eclipse: Help -> Installation Details to check if RED is visible on installed features list
5. Create Project and Tests using RED in Eclipse: https://github.com/nokia/RED/blob/master/red_help/first_steps/create_run.html.md
6. RED Steps: https://github.com/nokia/RED/blob/master/First_steps.md
7. Quick STart: https://github.com/nokia/RED/blob/master/red_help/user_guide/quick_start.html.md

Testing Meteor packages with Velocity?

Velocity is an amazing testing framework for Meteor and I am currently using it to test my application code.
Now I added a local package to the app, but I don't know how (or if) I can test the package with Velocity, too. I would like to drop tinyTest in favor for a consistent testing framework - Velocity.
Is it possible to test packages with Velocity? How should the file structure look like?
Yes, it is possible to test packages with sanjo:jasmine. It works in nearly the same way as with TinyTest. You can find all information to get started in the sanjo:jasmine README. There is also an example package. To run the tests, use the commands from the README.
If you need additional information, let me know.

Using Gradle with R project

I am beginning work on a project that makes heavy use of R. I've used R in the past, but only in a casual mode, whereas I'm now interested in following a more rigid practice of test/source control/continuous integration. I'm hoping to use Gradle with this project if possible, but I can't find any evidence that it is possible to use Gradle with R. Is it possible to create an R project with Gradle, and if so, where can I find steps to help me get started?
There appears to be a third-party plugin (https://github.com/jamiefolson/gradle-plugin-r). Alternatively, if R provides some command-line tools or Ant tasks, you can call into them from Gradle.
We have been working on gradle-R-plugin. (link to source is here https://github.com/arekbee/gradle-R-plugin). We have used it for CI/CD with TeamCity. gradle-R-plugin is base on devtools R package. I am happy to help you with this plugin.

Is there any way to execute robolectric tests on android-scala project using sbt?

Reading the roboletric documentation I see it uses maven and it expects to see a java based project and not a scala one.
However I am using intellij + scala + android as described in this blog post.
How could you execute robolectric tests on a android-scala project like the one above?
As of now, there seems to be two main options:
RoboTest - Integrates RoboElectric with ScalaTest test library
RoboSpecs - Integrates RoboElectric with Specs2 test library
Both of them seems easy to use. And both of then do not support parallel execution of tests in the same JVM. RoboTest seems to be able to run tests in parallel by forking processes for each test.

Unit testing a library with AsUnit in Flex Builder

I've been trying to setup a working method for unit testing flex libraries using Flex Builder.
I have tried setting up a standard flex lib project and using Ant to compile and run the units tests. But this means that when something does go wrong and I want to use the flex builder debugger I cannot do so.
So my next plan is to setup the library as a normal as3/flax/air app as I can use the concept of a main class to run the unit tests. I can then compile the actual library code using Ant.
I could also setup a separate companion project who's sole task is to run units tests on the lib. But this is a little awkward as each library now requires two projects to manage.
This all seems a little messy to me.
How do other people develop flex libraries and use unit tests to test/develop/debug the code?
What version do you use? Unit testing with FlexBuilder ist not very nice (understatement!).
If you have the opportunity, try FlashBuilder, it works much nicer and the new FlexUnit4 tests do integrate much better with CI than the old ones.

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