structured | code for Learning Structured Text Representations | Machine Learning library

 by   nlpyang Python Version: Current License: No License

kandi X-RAY | structured Summary

kandi X-RAY | structured Summary

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

Code for the paper:. Learning Structured Text Representations Yang Liu and Mirella Lapata, Accepted by TACL.
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              structured has a low active ecosystem.
              It has 125 star(s) with 25 fork(s). There are 10 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 5 open issues and 2 have been closed. On average issues are closed in 15 days. There are 1 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of structured is current.

            kandi-Quality Quality

              structured has no bugs reported.

            kandi-Security Security

              structured has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

            kandi-License License

              structured 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

              structured releases are not available. You will need to build from source code and install.
              structured 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.

            Top functions reviewed by kandi - BETA

            kandi has reviewed structured and discovered the below as its top functions. This is intended to give you an instant insight into structured implemented functionality, and help decide if they suit your requirements.
            • Run the model
            • Build the graph
            • Get a single structure
            • Compute the feed dictionary
            • Defines a dynamic BiRNN layer
            • Uses MLP
            • Get batches of data
            • Calculate loss
            • Evaluate the model
            • Group an iterable
            • Load training data
            • Sort the data
            • L ReLU
            • Return a list of values corresponding to the given indices
            • Runs word2v
            • Prepare examples for training
            • Prepare instance for training
            • Performs preprocessing
            • Load the documentation from a file
            Get all kandi verified functions for this library.

            structured Key Features

            No Key Features are available at this moment for structured.

            structured Examples and Code Snippets

            Calculate the structured gradient output .
            pythondot img1Lines of Code : 38dot img1License : Non-SPDX (Apache License 2.0)
            copy iconCopy
            def _get_structured_grad_output(outputs, grads, body_grad_graph):
              """Returns the values that should be returned from the while grad function.
            
              Args:
                outputs: the raw Tensor outputs of the grad While op.
                grads: the input gradients to the g  
            Call this function with structured signature .
            pythondot img2Lines of Code : 25dot img2License : Non-SPDX (Apache License 2.0)
            copy iconCopy
            def _call_with_structured_signature(self, args, kwargs, cancellation_manager):
                """Executes the wrapped function with the structured signature.
            
                Args:
                  args: Positional arguments to the concrete function.
                  kwargs: Keyword arguments t  
            Pack a sequence of structured outputs into a Python structure .
            pythondot img3Lines of Code : 25dot img3License : Non-SPDX (Apache License 2.0)
            copy iconCopy
            def _pack_sequence_as(structured_outputs, op_outputs):
              """Packs the outputs of the gradient If/Case op.
            
              The branch functions may contain None's in the list of `structured_outputs`.
              `op_outputs` has those outputs missing. So we need to add thos  

            Community Discussions

            QUESTION

            Preg_match is "ignoring" a capture group delimiter
            Asked 2021-Jun-15 at 17:46

            We have thousands of structured filenames stored in our database, and unfortunately many hundreds have been manually altered to names that do not follow our naming convention. Using regex, I'm trying to match the correct file names in order to identify all the misnamed ones. The files are all relative to a meeting agenda, and use the date, meeting type, Agenda Item#, and description in the name.

            Our naming convention is yyyymmdd_aa[_bbb]_ccccc.pdf where:

            • yyyymmdd is a date (and may optionally use underscores such as yyyy_mm_dd)
            • aa is a 2-3 character Meeting Type code
            • bbb is an optional Agenda Item
            • ccccc is a freeform variable length description of the file (alphanumeric only)

            Example filenames:

            ...

            ANSWER

            Answered 2021-Jun-15 at 17:46

            The optional identifier ? is for the last thing, either a characters or group. So the expression ([a-z0-9]{1,3})_? makes the underscore optional, but not the preceding group. The solution is to move the underscore into the parenthesis.

            Source https://stackoverflow.com/questions/67990467

            QUESTION

            Swift 5.5 async let - error: expression is 'async' but is not marked with 'await'
            Asked 2021-Jun-15 at 17:30

            WWDC21 introduces Swift 5.5, with async/await. Following the Explore structured concurrency in Swift and Meet async/await in Swift WWDC21 sessions, I'm trying to use the async let function.

            Here's my Playground code:

            ...

            ANSWER

            Answered 2021-Jun-11 at 00:14

            My advice would be: don't try this in a playground. Playgrounds aren't ready for this stuff yet. Your code compiles and runs fine in a real project. Here's an example:

            Source https://stackoverflow.com/questions/67927688

            QUESTION

            My JCheckBox program only displays one box. Why is that?
            Asked 2021-Jun-15 at 14:34

            I am attempting to add another checkbox to this program but for some reason it will not display when I run the program. Only the check box for the blue pill displays. I have attempted to add a couple things or change the way the program is structured, but nothing I have done so far has helped.

            Code Below:

            ...

            ANSWER

            Answered 2021-Jun-15 at 04:38

            When you're stuck on a problem, it never hurts to go back and consult the documentation.

            You'll find information like this:

            A border layout lays out a container, arranging and resizing its components to fit in five regions: north, south, east, west, and center. Each region may contain no more than one component, and is identified by a corresponding constant: NORTH, SOUTH, EAST, WEST, and CENTER. When adding a component to a container with a border layout, use one of these five constants...

            When you add your button, you do this:

            Source https://stackoverflow.com/questions/67979964

            QUESTION

            Is there a way to get all Memberclasses of a class and loop over them to excecute methods?
            Asked 2021-Jun-15 at 10:00

            I have an ManagerCLass, which includes many other Objects. Here are methodes, that takes thes Objects and call an method on theses Objects.. Example:

            ...

            ANSWER

            Answered 2021-Jun-15 at 10:00

            OK, so the real problem here is that you are using Java terminology incorrectly.

            There are no member classes of the Manager class. Yup. That's what I said!

            A "member class" is a class that is declared inside another class. But there aren't any classes declared inside Manager.

            However, there are fields ("member fields") declared inside Manager; i.e. classA, classB and so on. And these fields have classes; i.e. ClassA, ClassB and so on.

            If you want to find the member fields of a class, use the Class.getDeclaredFields() method. This will give you an array of Field objects.

            You can then get each field's class by calling Field.getType() on it. Then you can use reflection to lookup the classses printResult() method and invoke it on the value in the respective fields of a target object.

            Notes:

            1. The Class returned by getType() could denote a primitive type or array type rather than a class. This Class will represent the erased type of the field.

            2. If you want the Type as it was declared in the source code, use Field.getGenericType() instead.

            Source https://stackoverflow.com/questions/67982754

            QUESTION

            How to select today's date if it's between two different dates
            Asked 2021-Jun-15 at 07:59

            I am trying to select today's date based on if the date is in between two dates, check-in date, and check-out date.

            Is there a way to do that using MySQL query?

            My database is structured with saving only the check-in date and checkout date like this,

            And selecting the dates using the below code,

            ...

            ANSWER

            Answered 2021-Jun-15 at 07:53
             $date = Carbon::now();
             $result = Booking::whereRaw('"'.$date.'" between `user_checkin` and `user_checkout`')->get()->toArray();
            

            Source https://stackoverflow.com/questions/67982129

            QUESTION

            Assignment in a map function?
            Asked 2021-Jun-15 at 07:58

            I have something like this:

            ...

            ANSWER

            Answered 2021-Jun-14 at 19:30

            You could spread the object and add another name for all object.

            This method does not mutate the given data.

            Source https://stackoverflow.com/questions/67976030

            QUESTION

            Iterating over an array of objects in JSON with Flutter FutureBuilder
            Asked 2021-Jun-15 at 05:30

            I am having trouble trying to iterate over a JSON array of objects from a remote URL using Flutter's FutureBuilder.

            My goal is to:

            • Fetch JSON data from an API
            • Output the data into a 2 column gridview layout

            The JSON data is an array of objects(or a List of Maps in dart), the objects have simple string data.

            I know that I need to build a future to fetch the data from the API and decode the JSON, then I need to create a FutureBuilder to output the List data into my Gridview Builder. That is what I have tried to do in my code below.

            ...

            ANSWER

            Answered 2021-Jun-14 at 20:57

            You have to pass the function like this

            Source https://stackoverflow.com/questions/67976894

            QUESTION

            I can't pass parameters to foreach loop while implementing Structured Streaming + Kafka in Spark SQL
            Asked 2021-Jun-15 at 04:42

            I followed the instructions at Structured Streaming + Kafka and built a program that receives data streams sent from kafka as input, when I receive the data stream I want to pass it to SparkSession variable to do some query work with Spark SQL, so I extend the ForeachWriter class again as follows:

            ...

            ANSWER

            Answered 2021-Jun-15 at 04:42

            do some query work with Spark SQL

            You wouldn't use a ForEachWriter for that

            Source https://stackoverflow.com/questions/67972167

            QUESTION

            Calculate Profit/Capital Gains on Sold Inventory/Shares
            Asked 2021-Jun-13 at 10:44

            I have a Google Sheet (Excel formulas apply) containing 2000 transactions that are structured like below:

            Link to Google Sheet with example calcs here.

            I need to calculate the Profit (ie. FIFO Capital Gains) for every sell order and place this amount in the 5th column (as pictured). This can be achieved with either traditional formulas or with a Google App Script. Preferably in Google Sheets.

            I'm finding it difficult via formulas to match the sell order with the buy as you proceed down the table as some sell orders are split across multiple buy lines. If anyone could help with a formula or solution to tackle this problem it would be much appreciated. This is an updated question to the original here.

            ...

            ANSWER

            Answered 2021-Jun-13 at 10:44
            PRELIMINARY CONTEXT

            Screenshot below refers:

            Google sheets here

            IMPORTANT UPDATE: re: 2000+ rows, see link in my last comment (for OneDrive template, s.t. expiry, and bottom of this proposal for screenshot of error "too large to import")

            fyi: (Office 365 - Excel - fns. such as 'filter' etc., so #Name! will be ubiquitous upon opening this link; however, sharing this should serve as a convenient means to replicate above screenshot in the correct version of Excel)

            REQUIREMENTS
            1. Office 365
            2. Adequate space to the right or ability to utilise extra sheet for calcs as req.
            APPROACH

            High-level | Take-aways

            • Relies on 2 additional tables: Qty 'depletion' table (here - G:P) and corresp. Profit Vectors (here - R:Z)

            • Compressed representations (2x2 tables, per Summary Tables, here: rows 19:32) could be explored to simplify matters (albeit these are still Work in Progress ['WiP'])

            • VB could be attractive alternative too

            Low-level | Procedural

            1. Single-cell function could not be found without exceptional complication (however, suspect it could be possible e.g. using FilterXML?)
            2. Qty label transposes filtered negative quantities (grey shaded, G3: J3)
            3. These values are depleted in turn (from left to right, i.e. dependency on having data sorted in ascending order by date (in this depiction, data first sorted by 'fruit' as these are assumed to be independent in the context of the profit calc.)
            4. For example, -5 quantity (G3) offset by +10 (B3) to yield +5 which, in turn contributes towards the -35 qty (H3) to yield -30. No further contribution can be made (left to right); next row (5): +20 avail (given), no offset against -5 (G3, already 'reimbursed', so 20 offset against -30 (H4) to yield -10, and so forth.
            5. Worksheet set up to accommodate longer list of fruit / profits
            6. Result table of residual 'quantities' (~ G:J) applied to price differential to yield 'profit vectors' (R:U) which are summed against corresponding negative quantities to produce Profit score (yellow shaded cells)
            FUNCTIONS

            Salient functions (all of which should be available within Google Sheet, but for completeness):

            1) Profit calc. (E4, drag down):

            Source https://stackoverflow.com/questions/67930020

            QUESTION

            useState results in shallow copy of initial value
            Asked 2021-Jun-11 at 19:43

            I would like to pass data (which is saved as a state) to a react component that graphs that data. That graph should also be able to filter the data.

            The data is a nested object structured as follows.

            ...

            ANSWER

            Answered 2021-Jun-11 at 19:43

            Primitives, such as integers or Strings are passed down by their value, while Object data-types such as arrays are passed down by their reference. Here in your example - data is by passed reference. which makes it mutable.

            In React - props should be immutable and top-down. This means that a parent can send whatever prop values it likes to a child, but the child cannot modify its own props. From ReactJS documentation

            Whether you declare a component as a function or a class, it must never modify its own props.

            One solution is is to pass a copy of your original data object.

            Updated Codepen. You're still mutating props - not a good idea but it works.

            Edit: JSON.stringify is NOT recommended due to it's issues with dates & non-primitive data types. Other ways to deep clone in JS - How to Deep clone in javascript

            Source https://stackoverflow.com/questions/67941405

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

            Vulnerabilities

            No vulnerabilities reported

            Install structured

            You can download it from GitHub.
            You can use structured 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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