R-transformer | Pytorch implementation of R-Transformer | Machine Learning library
kandi X-RAY | R-transformer Summary
kandi X-RAY | R-transformer Summary
Pytorch implementation of R-Transformer. Some parts of the code are adapted from the implementation of TCN and Transformer.
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Top functions reviewed by kandi - BETA
- 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
R-transformer Key Features
R-transformer Examples and Code Snippets
Community Discussions
Trending Discussions on R-transformer
QUESTION
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 09:25The 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:
QUESTION
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 07:10the 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:
QUESTION
I have the following code taken directly from here with some pretty little modifications:
...ANSWER
Answered 2020-Aug-02 at 01:50Try explicitly moving your model to the GPU.
QUESTION
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)
- (without me having to decorate
- 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 20:28I 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.
QUESTION
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 22:44I 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.
QUESTION
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 12:40You have to define a Transformer which takes your text as input. Something like that:
QUESTION
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 17:06I managed to solve my small problem, solutions are multiple
Using ScriptTransformerAs 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 ScriptTransformerQUESTION
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 00:26You 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?
QUESTION
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 12:58Differences 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:
QUESTION
ASP.NET Core 2.2 has introduced an option for slugifying routing url using Parameter transformer as follows:
...ANSWER
Answered 2018-Oct-22 at 04:35As 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:
Community Discussions, Code Snippets contain sources that include Stack Exchange Network
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Install R-transformer
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.
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