R-transformer | Pytorch implementation of R-Transformer | Machine Learning library

 by   DSE-MSU Python Version: Current License: No License

kandi X-RAY | R-transformer Summary

kandi X-RAY | R-transformer Summary

R-transformer is a Python library typically used in Artificial Intelligence, Machine Learning, Deep Learning, Pytorch, Bert, Neural Network, Transformer applications. R-transformer has no bugs, it has no vulnerabilities and it has low support. However R-transformer build file is not available. You can download it from GitHub.

Pytorch implementation of R-Transformer. Some parts of the code are adapted from the implementation of TCN and Transformer.
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            kandi-support Support

              R-transformer has a low active ecosystem.
              It has 177 star(s) with 23 fork(s). There are 5 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 2 open issues and 3 have been closed. On average issues are closed in 4 days. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of R-transformer is current.

            kandi-Quality Quality

              R-transformer has 0 bugs and 11 code smells.

            kandi-Security Security

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

            kandi-License License

              R-transformer 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

              R-transformer releases are not available. You will need to build from source code and install.
              R-transformer 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.
              R-transformer saves you 392 person hours of effort in developing the same functionality from scratch.
              It has 932 lines of code, 66 functions and 14 files.
              It has medium code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed R-transformer and discovered the below as its top functions. This is intended to give you an instant insight into R-transformer implemented functionality, and help decide if they suit your requirements.
            • Train the model
            • Outputs a message to a file
            • Forward the forward projection
            • Compute the attention layer
            • Forward computation
            • Get the key for a given tensor
            • Evaluate the model
            • Evaluate the given model
            • Data loader for MNIST dataset
            • Construct a tensor from a string
            • Save model to file
            Get all kandi verified functions for this library.

            R-transformer Key Features

            No Key Features are available at this moment for R-transformer.

            R-transformer Examples and Code Snippets

            No Code Snippets are available at this moment for R-transformer.

            Community Discussions

            QUESTION

            Using Spring Batch Without Transaction
            Asked 2021-Mar-23 at 09:25

            I have a Spring Batch job that calls another job in its first step / tasklet. Naturally, this does not work with how jobs handle transactions on default.

            In my application, I don't really need transactions all that much, and the steps do not have a database connection anyway, so I'd rather just remove the transactions completely. For that, for each step of both jobs I did the following:

            ...

            ANSWER

            Answered 2021-Mar-23 at 09:25

            The problem is with the default job repository. It seems its transaction handling is buggy. To fix this, replace this with the JDBC job repository with an in-memory database. Just add this class to the Spring context:

            Source https://stackoverflow.com/questions/66673974

            QUESTION

            ValueError when using ColumnTransformer() in an Sklearn Pipeline - Using custom class of Spacy for GloveVectorizer
            Asked 2020-Aug-14 at 08:16

            I've got a dataset with multiple text columns and a target column. I'm trying to use a Cusom Class of Spacy to use Glove embeddings for my text column, and also trying to do it with a Pipeline. But I'm getting a ValueError. Following is my code:

            ...

            ANSWER

            Answered 2020-Aug-14 at 07:10

            the error message tells you, what you need to fix.

            ValueError: The output of the 'title_glove' transformer should be 2D (scipy matrix, array, or pandas DataFrame).

            But what you are returning with your current transformer (SpacyVectorTransformer) is a list. You can fix it, by turning the list into a pandas DataFrame for instance like this:

            Source https://stackoverflow.com/questions/63405961

            QUESTION

            Error Expected object of device type cuda but got device type cpu for argument #1 'self' in call to _th_index_select
            Asked 2020-Aug-02 at 01:50

            I have the following code taken directly from here with some pretty little modifications:

            ...

            ANSWER

            Answered 2020-Aug-02 at 01:50

            Try explicitly moving your model to the GPU.

            Source https://stackoverflow.com/questions/63211463

            QUESTION

            Automatically transform URL query parameter keys to kebab-case?
            Asked 2020-Jun-30 at 21:25

            ASP.NET uses PascalCase URL components by default, but I'd like to use kebab-case instead. I have seen various articles and SO answers achieve this elegantly in ASP.NET Core via RouteTokenTransformerConvention (example code below). I like this strategy because it 1) ensures kebab-case routes are mapped to the correct controller and action with the correct route parameters without repetitive manual work and 2) allows you to generate matching kebab-case links.

            However, it does not touch URL queries. Is there a way to get the above benefits but also include query keys in the transformation? For example:

            • I would want a URL like: some-route?product-category=some+product+category ...
            • To set the ProductCategory property of the bound model to "some product category"
              • (without me having to decorate ProductCategory with [FromQuery(Name="product-category")] or use this slightly better idea or use some other manual solution)
            • The query value should not be transformed - just the key.

            Here's my code taken from the above links as a starting point:

            Hyphenator.cs

            ...

            ANSWER

            Answered 2020-Jun-30 at 20:28

            I would assume there are some efficiencies that could be made to the string manipulation code. This is a proof of concept. You could create a url rewriter rule to manipulate the query strings coming in.

            Source https://stackoverflow.com/questions/62664602

            QUESTION

            android Kochava SDK integration crashes the app with google sdk
            Asked 2020-Jan-23 at 21:12

            I just integrated Kochava SDK to my app recently. While I installing or running apk first time its crashed, but its working fine while running second time! However I also checked by generating signed(released) apk and then installing manually on device then its continuously crashing!

            Here is my Project gradle file:

            ...

            ANSWER

            Answered 2019-Dec-11 at 22:44

            I just ran into the same thing and what fixed it for me was to delete the install referrer dependency from my gradle cache and then re-sync with gradle. I think it was something to do with the cached aar. It's bizarre though because it was fine earlier this week and the aar didn't change as far as I'm aware. Regardless, deleting it and re-syncing did the trick for me.

            Source https://stackoverflow.com/questions/59154673

            QUESTION

            scikit-learn: FeatureUnion to include hand crafted features
            Asked 2020-Jan-15 at 12:40

            I am performing multi-label classification on text data. I wish to use combined features of tfidf and custom linguistic features similar to the example here using FeatureUnion.

            I already have generated the custom linguistic features, which are in the form of a dictionary where keys represent the labels and (list of) values represent the features.

            ...

            ANSWER

            Answered 2020-Jan-15 at 12:40

            You have to define a Transformer which takes your text as input. Something like that:

            Source https://stackoverflow.com/questions/59688670

            QUESTION

            Solr DataImportHandler using MySQL as source - dealing with json type columns
            Asked 2020-Jan-12 at 17:06

            I have a MySQL database with data collected from some crawling processes, now I'd like to replicate the data in a solr core to give them a better structure and being able to perform particular searches over them.

            I've been able to use the DataImportHandler on my core, configuring a raw data-config.xml schema to import some of the columns in a single table, but before starting to deal with the other related entities I've to figure out how to solve a simple problem.

            In many of my SQL tables I've got some columns where data was stored using MySQL's JSON type (yes, I should have used a no-sql from the beginning)

            Sample Data

            ...

            ANSWER

            Answered 2020-Jan-12 at 17:06

            I managed to solve my small problem, solutions are multiple

            Using ScriptTransformer

            As as sugested by @MatsLindh, probably the best way for cases when fields in the JSON column are dynamic, is to use a javascript function to transform the column data parsing it as a JSON string and iterating the resulting object for adding rows to the column data.

            Example function fro ScriptTransformer

            Source https://stackoverflow.com/questions/59697120

            QUESTION

            No found error-libtensorflow framework.so.1
            Asked 2019-Nov-16 at 00:26

            I am trying to run one git repo on Google cloud. But the system could not find the library path.

            ...

            ANSWER

            Answered 2019-Nov-16 at 00:26

            You should be using the tensorflow-text version specified in the pip package (1.15rc0), which matches tensorflow 1.15.0. Are you manually installing a different version?

            Source https://stackoverflow.com/questions/58742990

            QUESTION

            Empty href after upgrading to asp.net core 2.2
            Asked 2019-Oct-21 at 09:18

            We have built an ASP.NET Core 2.1 website where URLs like www.example.org/uk and www.example.org/de works determine what resx files and content to show. After upgrading to ASP.NET Core 2.2, pages load but all links generated produce blank/empty href's.

            For example, a link this:

            ...

            ANSWER

            Answered 2018-Dec-07 at 12:58

            Differences from earlier versions of routing explains what is happening here (emphasis mine):

            The link generation ambient value invalidation algorithm behaves differently when used with endpoint routing.

            Ambient value invalidation is the algorithm that decides which route values from the currently executing request (the ambient values) can be used in link generation operations. Conventional routing always invalidated extra route values when linking to a different action. Attribute routing didn't have this behavior prior to the release of ASP.NET Core 2.2. In earlier versions of ASP.NET Core, links to another action that use the same route parameter names resulted in link generation errors. In ASP.NET Core 2.2 or later, both forms of routing invalidate values when linking to another action.

            ...

            Ambient values aren't reused when the linked destination is a different action or page.

            In your example, lang is an ambient value and so it is not being reused when going from Home/Index to Home/About (different action). Without a value specified for lang, there is no matching action and so an empty href is generated. This is also described in the docs as an endpoint-routing difference:

            However, endpoint routing produces an empty string if the action doesn't exist. Conceptually, endpoint routing doesn't assume that the endpoint exists if the action doesn't exist.

            If you want to continue to use endpoint routing, it looks like you're going to need to pass the lang value from your controller into your view and then set it explicitly. Here's an example:

            Source https://stackoverflow.com/questions/53662496

            QUESTION

            The constraint reference 'slugify' could not be resolved to a type
            Asked 2018-Oct-22 at 04:35

            ASP.NET Core 2.2 has introduced an option for slugifying routing url using Parameter transformer as follows:

            ...

            ANSWER

            Answered 2018-Oct-22 at 04:35

            As ASP.NET Core Documentation says I have to configure Parameter transformer using ConstraintMap. So I have done as follows and it works:

            Routing configuration in the ConfigureServices method should be as follows:

            Source https://stackoverflow.com/questions/52922418

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

            Vulnerabilities

            No vulnerabilities reported

            Install R-transformer

            You can download it from GitHub.
            You can use R-transformer 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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