catalyst | Accelerated deep learning R & D | Machine Learning library
kandi X-RAY | catalyst Summary
kandi X-RAY | catalyst Summary
Catalyst helps you implement compact but full-featured Deep Learning pipelines with just a few lines of code. You get a training loop with metrics, early-stopping, model checkpointing, and other features without the boilerplate.
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Top functions reviewed by kandi - BETA
- Train the model
- Run the reactor
- Run an event
- Return an instance of the appropriate engine
- Compute the Trevsky score
- Compute the segmentation statistics
- Calculate metric based on metrics
- Calculate the mean of a sequence of values
- Computes the sigmoid loss between outputs and targets
- Get loaders for the given dataset
- Trace a trained model
- Perform the forward computation
- Arguments for training
- Calculate theta of the input tensor
- Forward loss function
- Log an artifact
- Fetch movie and test data
- Calculate the metrics and thresholds for each class
- Gets the highest threshold for the given scores
- Performs a single step
- Performs the forward computation
- Return a memory buffer
- Compute the reduced focal loss between outputs and targets
- Prune a model
- Compute the embeddings
- Handle a single batch
catalyst Key Features
catalyst Examples and Code Snippets
Lines of Code : 20License : Permissive (MIT)
Copyrequire 'cocoapods-catalyst-support'
platform :ios, '12.0'
use_frameworks!
target 'Sample' do
pod 'AppCenter/Analytics'
pod 'Firebase/Analytics'
end
catalyst_configuration do
verbose!
ios 'Firebase/Analytics'
macos 'AppCenter/Analytics' ld: in Pods/Crashlytics/iOS/Crashlytics.framework/Crashlytics(CLSInternalReport.o), building for Mac Catalyst, but linking in object file built for iOS Simulator, file 'Pods/Crashlytics/iOS/Crashlytics.framework/Crashlytics' for architecture x86_64
c catalyst_configuration do
ios 'Firebase/Analytics' # This dependency will only be available for iOS
macos 'AppCenter/Analytics' # This dependency will only be available for macOS
end
#:import get_color_from_hex kivy.utils.get_color_from_hex
ScreenManager:
First:
:
name:'first'
MDToolbar:
title: "CATALYST"
id:toolbar
elevation: 10
pos_hint: {'top':1.0}
md_bg_color: 20wait=WebDriverWait(driver,60)
driver.get('https://www.novitecgroup.com/en/brands/ferrari/roma/')
wait.until(EC.element_to_be_clickable((By.CSS_SELECTOR,"#cookie-confirm__submit"))).click()
parts_lists = waWelcome to
____ __
/ __/__ ___ _____/ /__
_\ \/ _ \/ _ `/ __/ '_/
/___/ .__/\_,_/_/ /_/\_\ version 3.2.0
/_/
Using Scala version 2.12.15 (OpenJDK 64-Bit Server VM, Java 1.8.0_292)
<Use:
devicedetail = DeviceDetail.objects.get(DD2DKEY=pk)
instead of
devicedetail = DeviceDetail.objects.filter(DD2DKEY=pk)
devdserializer = DeviceDetailSerializers(devicedetail, data = request.data,many=True)
deviceserializer.save()
devdserializer.save(DD2DKEY=deviceserializer.id)
device_instance = deviceserializer.save()
devdserializer.save(DD2DKEY=device_instance)
ax2.yaxis.set_label_position('right')
ax2.yaxis.tick_right()
nt = 60 #seconds
m.time = np.linspace(0,nt,nt) #seconds
m.options.COLDSTART=2
m.solve()
m.options.IMODE=1
m.solve()
m.options.IMODE=4
m.solve()
Community Discussions
Trending Discussions on catalyst
QUESTION
I have a PowerShell script that I have developed and tested in Visual Studio Code that runs without error. However, when I attempt to run the same script from a PowerShell command line, it fails with several errors, the first one being a complaint about the use of Param on the first line of the script. I have PS 5.1 installed on my machine.
When launched from the command line, here is what I execute:
powershell -ExecutionPolicy Bypass -File Export_PI.ps1 -Project Catalyst-DHT
When I run this script from Visual Studio Code, I substitute a hard-coded value in lieu of the parameter -Project for testing purposes. When I run it from the PS command line, this is the first error I get:
Param : The term 'Param' is not recognized as the name of a cmdlet, function, script file, or operable program.
I have read elsewhere that this typically occurs when Param() is not the first non-commented line in the script. In my script, it is the first non-commented line:
$ProjectName = Param([String]$Project)
I'm not a PowerShell guru, so this could well be a newbie mistake. I'm hoping someone can help me figure it out. Thanks.
...ANSWER
Answered 2021-Jun-11 at 18:07The line
I have PS 5.1 installed on my machine.
is most likely the issue you are having. VSC uses PowerShell Core (6 <=) and not PowerShell Desktop (6 >)
Also the line
QUESTION
I have a UICollectionView of rectangular cells with mostly uniform size laid out with a stock UICollectionViewFlowLayout.
I am trying to implement keyboard arrow navigation in the Catalyst version of the App. Left and right are no problem. Here is a fully laid out example:
...ANSWER
Answered 2021-Jun-09 at 12:19There might be a way to do that, but I believe there is an even better approach.
Why not take the center of the current cell, offset its y with the item height, and then check which index path is located there?
QUESTION
I have a MacOS(Big Sur) app based on an existing iOS app. The Catalyst app has 4 or 5 scenes(ViewControllers) open and tiled on the screen simultaneously. The user will bounce between scenes, interacting with the app to create some composite data. All the scene are open and visible (no overlap generally, but they can be moved around as desired).
In transitioning to the Catalyst environment with a single code base, I have needed to optimize the views to optimize the big screen, multi window environment. I do this by programmatically enabling/disabling or setting values on layout constraints in the viewWillAppear method of each view controllers in conditional compile blocks under #if targetEnvironment. Everything looks great when all the window scenes first open.
Here is the problem: When leaving focus to another scene, then returning to the original scene, the conditional layout is replaced by stock iOS layout. On regaining focus, the original scene does not call the viewController's
viewWillAppear or viewDidAppear once the scene is visible, it is always Foreground/Active even if it is not topmost with focus. It stays foreground/Active until actually closed. therefore
in Scene Delegate, sceneWillEnterForeground and sceneDidBecomeActive are never called after initially opening scene.
I have tried using the window event to detect change in focus:
...ANSWER
Answered 2021-Jun-09 at 11:06The NSWindowDidBecomeMainNotification event works, it is just non-specific and posts if any of the App views become the focus.
The issue of Mac Catalyst layouts reverting to iOS layout when a viewController became topmost was resolved by overriding viewDidLayoutSubviews and modifying the appropriate constraints there.
QUESTION
I have a hive external partitioned table with following data structure:
...ANSWER
Answered 2021-Jun-08 at 12:06max_version is of type org.apache.spark.sql.DataFrame its not Double. You have to extract value from the DataFrame.
Check below code.
QUESTION
I have a Spark dataframe on which I am doing certain operations as follows. I wanted to know how do I skip processing certain records going through all the operations
...ANSWER
Answered 2021-Jun-04 at 08:19Here if you have a map function as below, then you can just return the same row and filter later with filter
QUESTION
I use the newest snapshot of Apache Sedona (1.3.2-SNAPSHOT) to do some geospatial work with my Apache Spark 3.0.1 on a docker cluster.
When trying out the first example in the tutorials section (http://sedona.apache.org/tutorial/sql/), I am suffering a NoClassDefException as a cause of a ClassNotFoundException:
...ANSWER
Answered 2021-May-31 at 12:11GeoSpark has moved to Apache-Sedona . Import dependencies according to spark version as below :
QUESTION
So I need to move Point of view of the sceneview with the pan gesture in Mac catalyst app. for iPhone and iPad there is default two finger drag.
I have tried with
...ANSWER
Answered 2021-May-29 at 08:33Whoever still not get it
here is the solution
QUESTION
I'm creating a column in a dataframe that is an array of 4 structs. Any of them could be null, but since I need to have a fixed number of items in this array, I need to clean out the null items after the fact. I'm getting an error when trying to use a UDF to remove the null items though. Here's an example:
Create the data frame, notice one of the "a" value is None
...ANSWER
Answered 2021-May-28 at 13:52No need for UDF. You can use Spark SQL filter
QUESTION
I am trying to create a CI pipeline to run my unit tests. From the help of this stack overflow thread, Is there any way to run unit and ui tests for azure devops with iOS?, I have created my azure-pipelines.yml similarly
...ANSWER
Answered 2021-May-27 at 02:49Based on your Yaml sample, you are using the macos 10.15.
The iOS simulators are available in this agent.
You could refer to this Agent configuration doc, then you could get all lists.
xcodebuild: error: Unable to find a destination matching the provided destination specifier:
The macos agent is using the Xcode 12.4 by default.
So you could try to define the OS version(14.4) in the Xcode task.
For example:
QUESTION
I have an Catalyst app with several independent scenes which can be open (foreground) at once. Some scenes have buttons or other controls which will open (activate, give focus to, if not currently foreground) a different scene. If the target scene is already foreground (visible, but not frontmost), I want the target scene to be active. Is this possible?
If I call UIApplication.shared.requestSceneSessionActivation on a scene that is already foreground, it opens a second copy of the target window, not activating the existing target. The options available in requestSceneSessionActivation do not seem to allow this.
...ANSWER
Answered 2021-May-25 at 16:38Do you have a reference to the UIWindowScene? requestSceneSessionActivation is what you want, passing in the scene like so: requestSceneSessionActivation(scene, userActivity: nil, options: nil)
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