murphy | Support library for NLP and machine learning

 by   tberg12 Java Version: Current License: Apache-2.0

kandi X-RAY | murphy Summary

kandi X-RAY | murphy Summary

murphy is a Java library. murphy has no bugs, it has no vulnerabilities, it has a Permissive License and it has low support. However murphy build file is not available. You can download it from GitHub.

This is a library for structured prediction. It was primarily developed by Taylor Berg-Kirkpatrick. Other contributors include John DeNero, Aria Haghighi, Dan Klein, Jonathan Kummerfeld, and Adam Pauls.

            kandi-support Support

              murphy has a low active ecosystem.
              It has 26 star(s) with 6 fork(s). There are 7 watchers for this library.
              It had no major release in the last 6 months.
              murphy has no issues reported. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of murphy is current.

            kandi-Quality Quality

              murphy has 0 bugs and 0 code smells.

            kandi-Security Security

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

            kandi-License License

              murphy is licensed under the Apache-2.0 License. This license is Permissive.
              Permissive licenses have the least restrictions, and you can use them in most projects.

            kandi-Reuse Reuse

              murphy releases are not available. You will need to build from source code and install.
              murphy has no build file. You will be need to create the build yourself to build the component from source.
              It has 26361 lines of code, 2590 functions and 148 files.
              It has high code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed murphy and discovered the below as its top functions. This is intended to give you an instant insight into murphy implemented functionality, and help decide if they suit your requirements.
            • Main method for testing
            • Start the CUDA
            • Creates a string representation of the given double array
            • Prepares Ptx file for ctx
            • Minimize the algorithm
            • Minimize gradients
            • Minimize the gradients
            • Decodes a Viterbi model
            • Decodes viterbi from a model
            • Minimize the grada algorithm
            • Trains the labels
            • Trains a model
            • Trains training data
            • Trains the solver
            • Get a sorted list of all values in the specified map in descending order
            • Computes the alphas of the given model
            • Retrieves the weights from the given data
            • Returns a string representation of this object
            • Trains the weights
            • Main function
            • Demonstrates how to test a dataset
            • Minimize the given function
            • Main method for testing
            • Decodes viterbi codes of a model
            • Trains the model
            • Trains the model
            Get all kandi verified functions for this library.

            murphy Key Features

            No Key Features are available at this moment for murphy.

            murphy Examples and Code Snippets

            No Code Snippets are available at this moment for murphy.

            Community Discussions


            How to group element of the Stream in order to pick a single element based on its poperties
            Asked 2022-Mar-12 at 05:36

            Using Java 8 streams, I want to find an actor who acted in max number of movies in a single year.

            List of Movie(s): ...


            Answered 2022-Mar-11 at 22:52

            To achieve that, you can group the movies by year and by actor's name creating a nested map. And then process its entries.

            It can be done with Collectors.groupingBy(). You need to pass as the first argument a function (Movie::getYear) that extracts a year, and that will be the key of the map.

            As a downstream collector of the groupingBy you need to apply flatMapping to extract actors from a movie object. Note, flatMapping expect as an argument a function takes a stream element (movie object) and returns a Stream (of actor's names).

            And then a downstream collector of the flatMapping you need to apply groupingBy again to create a nested map that will group movies by actor. Since only a number of movies is needed, counting() has to be used as a downstream collector to reduce movie objects mapped to each actor to a number of these objects.

            With that will be created an intermediate map of type Map> that represent the total count of movies by actor for each year.

            The next step is to create a stream over the entry set and flatten the nested map (count of movies by actor) by wrapping every entry in the map with a new composed entry of type Map.Entry> that will contain a year, actor's name and a count.

            And the last step is to find the entry with the maximum count.

            For that operationmax() has to applied on the stream. It expects a Comparator and returns a result wrapped by an Optional. I assume that resume is expected to be present, therefore the code below is a fail-fast implementation that will raise a NuSuchElementExeption in case if the stream source is empty (no result will be found).

            Comparator is defined by using the static method comparingLong(). It will produce a comparator based on the count of movies.



            Getting tabs in vim instead of spaces even with `set expandtab`
            Asked 2022-Mar-11 at 07:13

            I create the file "tabtest" by vi tabtest and then typing:



            Answered 2022-Mar-11 at 07:13

            One of the golden rules of tool customization is to only put stuff you understand in your config. The first step toward that understanding is to read (not skim) the documentation for any option or command you plan to add and then, armed with that newfound knowledge, ponder the pros and cons of doing so.

            :help 'paste' is a very powerful option with many explicitly documented side effects, such as:



            Rearranging polygons in geopandas for matplotlib plotting
            Asked 2022-Mar-08 at 20:20

            I am working on a project where I am using a shape file to make a choropleth map of the United States. To do this, I downloaded the standard shape file here from the US Census Bureau. After a little bit of cleaning up (there were some extraneous island territories which I removed by changing the plot's axis limits), I was able to get the contiguous states to fit neatly within the bounds of the matplotlib figure. For reference, please see Edit 4 below.

            Edit 1: I am using the [3.2 MB] shape file.

            The only problem now is that by setting axis limits I now am no longer able to view Alaska and Hawaii (as these are obviously cut out by restricting the axis limits). I would now like to add both of these polygons back in my map but now towards the lower part of the plot figure (the treatment that is given by most other maps of this type) despite its geographical inaccuracy.

            To put this more concretely, I am interested in selecting the polygon shapes representing Alaska and Hawaii and moving them to the lower left hand side of my figure. Is this something that would be possible?

            I can create a Boolean mask using:



            Answered 2021-Sep-22 at 17:25

            You could do something like this. You will have to find the right offsets to position Alaska where you want it to be exactly.

            Now, you have the following dataframe:



            How to keep track of a purchase total based on number of clicks
            Asked 2022-Feb-27 at 22:26

            I am trying to keep track of a running total based on number of clicks on the buttons on the site. There are 8 buttons, all of which should add $123.45 to the total when clicked, as well as alert the total.

            Some of my HTML



            Answered 2022-Feb-27 at 22:26


            How to modify the execution plan in Spark?
            Asked 2022-Feb-24 at 13:55

            I am getting some execution plans in json format.



            Answered 2022-Feb-24 at 13:55

            Sure, you can parse and modify any JSON object in memory, but that has nothing to do with Spark. Related: What JSON library to use in Scala?

            Any modifications you make wouldn't be persisted within the execution plan itself.



            Filtering rows of a pandas dataframe according to regex values of a column in Python
            Asked 2022-Feb-15 at 17:58

            I'm trying to filter the rows of a dataframe according to whether there is a certain value in one column:



            Answered 2022-Feb-15 at 17:58

            Your problem seems simple enough to be solved by str.contains.



            removing an element in array within map in react
            Asked 2022-Feb-05 at 05:02

            On the click of the span, i want to remove that element from the array and run the map again so that the spans also gets removed. I don't know if the syntax is wrong or what. This is the link to sandbox where I wrote my code.



            Answered 2021-Dec-22 at 10:06

            You should use useState hook in this case, because React won't re-render automatically. You have to tell react externally, one way is to change state and react will rerender components automatically as:

            Live Demo



            Python Pandas compare two sheet and highlight similarities
            Asked 2022-Jan-05 at 19:50

            My problem is pretty simple but I want your advice on the matter! I have an excel document that contains 2 sheets... The first sheet look like this :



            Answered 2022-Jan-05 at 19:50

            First of all, assuming your data is in excell file, you should be able to read that. Install openpyxl: pip install openpyxl
            Now Here is my solution to print similar values in console. I assume that in Sheet2, all names are in this format:
            last_name, first_name
            and in Sheet1, all names are in this format:
            first_name last_name
            So here is a pythonic solution to do what you want:



            Create new column using str.contains and based on if-else condition
            Asked 2022-Jan-04 at 13:41

            I have a list of names 'pattern' that I wish to match with strings in column 'url_text'. If there is a match i.e. True the name should be printed in a new column 'pol_names_block' and if False leave the row empty.



            Answered 2022-Jan-04 at 13:36

            From this toy Dataframe :



            bigquery transpose and concatenate for each record
            Asked 2021-Dec-04 at 19:47

            I want to achieve the following transformation. I have last_name stored in a repeated record as follows.

            data before transformation

            I want to achieve the following. data after transformation

            Example with sample data created.



            Answered 2021-Dec-04 at 19:07

            Consider below approach


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


            No vulnerabilities reported

            Install murphy

            You can download it from GitHub.
            You can use murphy like any standard Java library. Please include the the jar files in your classpath. You can also use any IDE and you can run and debug the murphy component as you would do with any other Java program. Best practice is to use a build tool that supports dependency management such as Maven or Gradle. For Maven installation, please refer For Gradle installation, please refer .


            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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            gh repo clone tberg12/murphy

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