treat | 19 paper - Trick or TReAT : Thematic Reinforcement | Reinforcement Learning library

 by   purvaten Python Version: Current License: No License

kandi X-RAY | treat Summary

kandi X-RAY | treat Summary

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

This is the official repository accompanying the ICCC 2019 paper "Trick or TReAT : Thematic Reinforcement for Artistic Typography", by Purva Tendulkar, Kalpesh Krishna, Ramprasaath R. Selvaraju & Devi Parikh. The demo can be found here. Full text available at:
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            kandi-support Support

              treat has a low active ecosystem.
              It has 13 star(s) with 0 fork(s). There are 1 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 1 open issues and 0 have been closed. On average issues are closed in 91 days. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of treat is current.

            kandi-Quality Quality

              treat has 0 bugs and 0 code smells.

            kandi-Security Security

              treat has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.
              treat code analysis shows 0 unresolved vulnerabilities.
              There are 0 security hotspots that need review.

            kandi-License License

              treat 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

              treat releases are not available. You will need to build from source code and install.
              treat 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.
              treat saves you 166 person hours of effort in developing the same functionality from scratch.
              It has 411 lines of code, 16 functions and 4 files.
              It has medium code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed treat and discovered the below as its top functions. This is intended to give you an instant insight into treat implemented functionality, and help decide if they suit your requirements.
            • Initialize image .
            • Forward the convolution .
            • Calculate the mean of a dataset
            • Create a layer from a block layer .
            • get item at index
            • Creates a logger
            Get all kandi verified functions for this library.

            treat Key Features

            No Key Features are available at this moment for treat.

            treat Examples and Code Snippets

            No Code Snippets are available at this moment for treat.

            Community Discussions

            QUESTION

            why does var behave differently in a with statement depending on whether or not the passed object has a property with the same name?
            Asked 2021-Jun-16 at 01:14

            ...

            ANSWER

            Answered 2021-Jun-16 at 01:14

            The difference in behaviour can be accounted for by this behaviour, described in (for instance) the following note in ECMAScript 2022 Language Specification sect 14.3.2.1:

            NOTE: If a VariableDeclaration is nested within a with statement and the BindingIdentifier in the VariableDeclaration is the same as a property name of the binding object of the with statement's object Environment Record, then step 5 will assign value to the property instead of assigning to the VariableEnvironment binding of the Identifier.

            In the first case:

            Source https://stackoverflow.com/questions/67994931

            QUESTION

            Is There a Way to Cause Powershell to Use a Particular Format for a Function's Output?
            Asked 2021-Jun-15 at 18:42

            I wish to suggest (perhaps enforce, but I am not firm on the semantics yet) a particular format for the output of a PowerShell function.

            about_Format.ps1xml (versioned for PowerShell 7.1) says this: 'Beginning in PowerShell 6, the default views are defined in PowerShell source code. The Format.ps1xml files from PowerShell 5.1 and earlier versions don't exist in PowerShell 6 and later versions.'. The article then goes on to explain how Format.ps1xml files can be used to change the display of objects, etc etc. This is not very explicit: 'don't exist' -ne 'cannot exist'...

            This begs several questions:

            1. Although they 'don't exist', can Format.ps1xml files be created/used in versions of PowerShell greater than 5.1?
            2. Whether they can or not, is there some better practice for suggesting to PowerShell how a certain function should format returned data? Note that inherent in 'suggest' is that the pipeline nature of PowerShell's output must be preserved: the user must still be able to pipe the output of the function to Format-List or ForEach-Object etc..

            For example, the Get-ADUser cmdlet returns objects formatted by Format-List. If I write a function called Search-ADUser that calls Get-ADUser internally and returns some of those objects, the output will also be formatted as a list. Piping the output to Format-Table before returning it does not satisfy my requirements, because the output will then not be treated as separate objects in a pipeline.

            Example code:

            ...

            ANSWER

            Answered 2021-Jun-15 at 18:36

            Although they 'don't exist', can Format.ps1xml files be created/used in versions of PowerShell greater than 5.1?

            • Yes; in fact any third-party code must use them to define custom formatting.

              • That *.ps1xml files are invariably needed for such definitions is unfortunate; GitHub issue #7845 asks for an in-memory, API-based alternative (which for type data already exists, via the Update-TypeData cmdlet).
            • It is only the formatting data that ships with PowerShell that is now hardcoded into the PowerShell (Core) executable, presumably for performance reasons.

            is there some better practice for suggesting to PowerShell how a certain function should format returned data?

            The lack of an API-based way to define formatting data requires the following approach:

            • Determine the full name of the .NET type(s) to which the formatting should apply.

              • If it is [pscustomobject] instances that the formatting should apply to, you need to (a) choose a unique (virtual) type name and (b) assign it to the [pscustomobject] instances via PowerShell's ETS (Extended Type System); e.g.:

                • For [pscustomobject] instances created by the Select-Object cmdlet:

            Source https://stackoverflow.com/questions/67990004

            QUESTION

            How to distribute a package with self-contained local dependencies?
            Asked 2021-Jun-15 at 16:11

            I have some local packages hosted on my own machine, I would like to include a copy of them in distribution of other packages that depends on them. When installing a local package, pip freeze shows something like

            ...

            ANSWER

            Answered 2021-Jun-15 at 16:11

            I managed to do it with source distributions and overriding sdist and egg_info commands to make setuptools bundle local dependencies together with package and to make pip search dependencies in that bundle when installing the built package later. But later I figured out it makes system vulnerable to dependency confusion attacks because local packages installed from that bundle are visible with pip freeze, if for some reason the dependency location, like local-package @ file:///home/user/packages/local-package.tar.gz is stripped to just local-package pip will search it on pypi, which allows dependency confusion to happen.

            The best solution for this problem is to vendor all local dependencies where their source code is copied to the package, pip itself vendors its dependencies using vendoring.

            Source https://stackoverflow.com/questions/66575336

            QUESTION

            How can I filter out all other tags other than b, u and i when trying to render content using .innerHTML
            Asked 2021-Jun-15 at 10:22

            I'm gathering text in form using textarea and I plan to render that text using .innerHTML so that the user can make the content bold, italic and underlined. I might decide to increase the flexibility to allow coloured text using style attribute as well.

            I have considered using regex to match the text but I'm hoping for a more elegant solution.

            This is what I currently have ...

            ANSWER

            Answered 2021-Jun-15 at 10:22

            One approach is to convert all elements to text and whitelist elements you want to allow. With innerText the browser converts all html entities to their code. Then you can read actual code with innerHTML and replace whitelisted elements.

            Source https://stackoverflow.com/questions/67983790

            QUESTION

            MongoDB: add object to subarray if not exists
            Asked 2021-Jun-15 at 03:06

            I searched many questions here and other articles on the web, but they all seem to describe somehow different cases from what I have at hand.

            I have User schema:

            ...

            ANSWER

            Answered 2021-Jun-15 at 03:06

            You can create sub-documents avoid _id. Just add _id: false to your subdocument declaration.

            Source https://stackoverflow.com/questions/67979018

            QUESTION

            Handle 2 objects in map() function in JS
            Asked 2021-Jun-15 at 01:42

            I have a tricky question, at least for me, today. First of all I want to present you the code example which I want to acomplish:

            ...

            ANSWER

            Answered 2021-Jun-15 at 00:51

            .map is only for when the input array and output array items are one-to-one. Since you're looking to go from 4 items to 2, you'll need a different method.

            A plain for loop works.

            Source https://stackoverflow.com/questions/67978678

            QUESTION

            Usage of mongodb-1.2.2 with rocket-0.5.0-rc.1 causes async runtime incompatibilities
            Asked 2021-Jun-14 at 20:39
            Background information

            Hey, I am working on putting up a rocket rest api with a mongodb database.

            I have been able to create a successful connection to the MongoDB Atlas and put the resulting client into the state management of rocket via the manage builder function like this:

            ...

            ANSWER

            Answered 2021-Jun-14 at 20:39

            This has been resolved. See above for the solution. It is marked with a header saying solution.

            Source https://stackoverflow.com/questions/67951519

            QUESTION

            list duplicate values in a nested dictionary
            Asked 2021-Jun-14 at 16:06

            i need to check for duplicate values that might occur in a dictionary. I have a dictionary in the following layout. Any advise is welcome! thanks so much

            the original dictionary

            ...

            ANSWER

            Answered 2021-May-19 at 10:29

            The panda's answer is certainly nicer:

            Source https://stackoverflow.com/questions/67600014

            QUESTION

            How to extract data matrix using pandas?
            Asked 2021-Jun-14 at 14:02

            I have a csv file with 6901 rows x 42 column. 39 columns of this file is a matrix of data that I would like to do some analysis on. I do not know how to extract this data from pandas as a matrix which does not need index and treat it as a numerical matrix.

            ...

            ANSWER

            Answered 2021-Jun-14 at 08:22

            You can convert your DataFrame into a numpy ndarray using

            Source https://stackoverflow.com/questions/67966965

            QUESTION

            Code size concerns with variadic templates
            Asked 2021-Jun-13 at 20:00

            I am creating an algorithm that deals with many different user defined types at once. Each of these types will be assumed to have a func1 and func2 that will be the interface for MyAlgorithm. I can do this using variadic templates:

            ...

            ANSWER

            Answered 2021-Jun-13 at 20:00

            Type erase a type T to be called by func1/func2.

            Source https://stackoverflow.com/questions/67961779

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

            Vulnerabilities

            No vulnerabilities reported

            Install treat

            You can download it from GitHub.
            You can use treat 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 .
            Find more information at:

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