MetaLab | design nanophotonic structures , surface plasmon devices | Machine Learning library
kandi X-RAY | MetaLab Summary
kandi X-RAY | MetaLab Summary
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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Top functions reviewed by kandi - BETA
- 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 .
MetaLab Key Features
MetaLab Examples and Code Snippets
Community Discussions
Trending Discussions on MetaLab
QUESTION
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 10:57append
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
QUESTION
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 23:01Look at this:
QUESTION
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 08:10The 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:
QUESTION
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 23:02I 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!
QUESTION
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 10:12Hi is this something in the way of what you want to do?
Community Discussions, Code Snippets contain sources that include Stack Exchange Network
Vulnerabilities
No vulnerabilities reported
Install MetaLab
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.
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