MetaLab | design nanophotonic structures , surface plasmon devices | Machine Learning library

 by   closest-git Python Version: Current License: No License

kandi X-RAY | MetaLab Summary

kandi X-RAY | MetaLab Summary

MetaLab is a Python library typically used in Artificial Intelligence, Machine Learning, Deep Learning applications. MetaLab has no bugs, it has no vulnerabilities and it has low support. However MetaLab build file is not available. You can download it from GitHub.

MetaLab is an open-source Python/C++ programming package for the inverse design of nanoscale optics devices by machine learning methods. By using powerful machine learning algorithms (deep neural network, GBDT ...), MetaLab supports quick design of optical structures with high accuracy. The latest version could be accessed and downloaded from
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            kandi-support Support

              MetaLab has a low active ecosystem.
              It has 29 star(s) with 24 fork(s). There are 6 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              MetaLab has no issues reported. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of MetaLab is current.

            kandi-Quality Quality

              MetaLab has no bugs reported.

            kandi-Security Security

              MetaLab has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

            kandi-License License

              MetaLab does not have a standard license declared.
              Check the repository for any license declaration and review the terms closely.
              OutlinedDot
              Without a license, all rights are reserved, and you cannot use the library in your applications.

            kandi-Reuse Reuse

              MetaLab releases are not available. You will need to build from source code and install.
              MetaLab has no build file. You will be need to create the build yourself to build the component from source.
              Installation instructions are not available. Examples and code snippets are available.

            Top functions reviewed by kandi - BETA

            kandi has reviewed MetaLab and discovered the below as its top functions. This is intended to give you an instant insight into MetaLab implemented functionality, and help decide if they suit your requirements.
            • Initialize network .
            • Download VOC2007 .
            • Validate the model .
            • Calculates the loss of a Graphene 2D network .
            • Evaluate the model .
            • Lazy evaluation .
            • EmbedNN_test .
            • Creates an inception model .
            • Calculate the Jacobian of the JREFTran Fourier Transform .
            • Test high Aborb test .
            Get all kandi verified functions for this library.

            MetaLab Key Features

            No Key Features are available at this moment for MetaLab.

            MetaLab Examples and Code Snippets

            No Code Snippets are available at this moment for MetaLab.

            Community Discussions

            QUESTION

            Error : AttributeError: 'NoneType' object has no attribute 'strip'
            Asked 2020-Jan-29 at 10:57

            While trying to extract some text and removing it escape characters via this site , i got some errors any help will be appreciated. Also the error is applicable to the second loop and i'm using strip to remove the escape characters. I want to append ['We prepare the saddle, and the goat presents itself; is it a burden for the lineage of goats?','You have been crowned a king, and yet you make good-luck charms; would you be crowned God?','We lift a saddle and the goat (kin) scowls; it is no burden for a sheep.'] to list and the text in the bracket to another list

            ...

            ANSWER

            Answered 2020-Jan-29 at 10:57

            append doesn't have return statement so it returns None. Call strip() on the inserted value instead. You should also add a check if the returned value is str

            Source https://stackoverflow.com/questions/59962691

            QUESTION

            Assistance with Regex matching
            Asked 2019-Aug-13 at 00:05

            I am a regex beginner and I have been practicing by going through a problem on this website. I am given the following text:

            ...

            ANSWER

            Answered 2019-Aug-12 at 23:01

            QUESTION

            Async not waiting for await
            Asked 2019-Mar-19 at 07:52

            I'm new to Kotlin and the coroutines. However I want to use it to initialize the Android ThreeTen backport library which is a long running task. I'm using the Metalab Async/Await Library (co.metalab.asyncawait:asyncawait:1.0.0).

            This is my code:

            ...

            ANSWER

            Answered 2017-May-11 at 08:10

            The short answer is that you should not use Kotlin coroutines for that.

            The long answer is that your code needs AndroidThreeTen to be initialised before you initialise your UI, so you have to wait for AndroidThreeTen.init to finish before trying to invoke initUI anyway. Because of that inherent need to wait, there is little reason to overcomplicate your code. Coroutines are not magic. They will not make waiting for something that takes a lot of time somehow faster. AndroidThreeTen.init will take the same amount of time with coroutines or without them.

            You should just write your code like this:

            Source https://stackoverflow.com/questions/43898785

            QUESTION

            R Shiny - Intersect two or more columns into one based on user selected input
            Asked 2018-Jan-08 at 23:02

            In this post, users were able to select a column from the dataframe using a dropdown, select some values to compare from that column using some checkboxes, and add a new column to the same frame reflecting the comparisons that they wanted to make.

            I realize I need something more complex, where users are able to select multiple columns from a dataframe and generate a similar result in the dataframe. Here is an illustration of the more complex final table. In this example, the user has selected the Author.Name and Fav.Color columns to look at and have selected the populated values: Bob, Tom, Green, Red. This will then produce two new columns, one comparing Green vs Red with Bob and the other with Tom.

            ...

            ANSWER

            Answered 2018-Jan-08 at 23:02

            I figured it out! Or as close as I can get to it for now.

            Following the example above, it now asks the user how they want to subset the data first (by Author.Name) and whatever values, before further subsetting by the Fav.Color values. Hope this helps if anyone is having issues with this!

            Source https://stackoverflow.com/questions/48155538

            QUESTION

            R Shiny - Add new column to dataframe based on user selected input
            Asked 2018-Jan-04 at 10:12

            Very new to R Shiny! I've looked through a good 20 questions but they don't necessarily address the problem I'm facing.

            I have a few dataframes generated from API calls that look something like this:

            ...

            ANSWER

            Answered 2018-Jan-04 at 10:12

            Hi is this something in the way of what you want to do?

            Source https://stackoverflow.com/questions/48084715

            Community Discussions, Code Snippets contain sources that include Stack Exchange Network

            Vulnerabilities

            No vulnerabilities reported

            Install MetaLab

            You can download it from GitHub.
            You can use MetaLab like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.

            Support

            For any new features, suggestions and bugs create an issue on GitHub. If you have any questions check and ask questions on community page Stack Overflow .
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            https://github.com/closest-git/MetaLab.git

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            gh repo clone closest-git/MetaLab

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            git@github.com:closest-git/MetaLab.git

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