Lion | semantic matching toolkit | Natural Language Processing library

 by   lixinsu Python Version: Current License: Apache-2.0

kandi X-RAY | Lion Summary

kandi X-RAY | Lion Summary

Lion is a Python library typically used in Artificial Intelligence, Natural Language Processing, Pytorch, Bert, Neural Network, Transformer applications. Lion has no bugs, it has no vulnerabilities, it has build file available, it has a Permissive License and it has low support. You can download it from GitHub.

Text pair classification toolkit.
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            kandi-support Support

              Lion has a low active ecosystem.
              It has 5 star(s) with 0 fork(s). There are 2 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 8 open issues and 21 have been closed. On average issues are closed in 31 days. There are 1 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of Lion is current.

            kandi-Quality Quality

              Lion has no bugs reported.

            kandi-Security Security

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

            kandi-License License

              Lion 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

              Lion releases are not available. You will need to build from source code and install.
              Build file is available. You can 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 Lion and discovered the below as its top functions. This is intended to give you an instant insight into Lion implemented functionality, and help decide if they suit your requirements.
            • Compute the attention layer
            • Create a mask
            • Attaches memory from curr_out
            • Computes the relative position of the model
            • Forward attention
            • Post - attention
            • Core function for rel_attention
            • Convert a tokenized tokenization
            • Calculate softmax of a similarity matrix
            • Create a new training job
            • Forward computation
            • Run prediction on the test dataset
            • Compute logits
            • Load embedding
            • Compute embeddings
            • Perform dfs computation
            • Compute similarity between q and k
            • Forward layer
            • Compute the similarity of the model
            • Load a vocabulary from a JSON file
            • Compute the attention function
            • Loads an LNET model from a pretrained model
            • Compute word embedding
            • Instantiate a pretrained model from a pretrained model
            • Convert a dataset into a dataset
            • Train the model
            Get all kandi verified functions for this library.

            Lion Key Features

            No Key Features are available at this moment for Lion.

            Lion Examples and Code Snippets

            The name of the Lion .
            javadot img1Lines of Code : 4dot img1License : Permissive (MIT License)
            copy iconCopy
            @Bean(name = "lion")
                Lion getLion() {
                    return new Lion("Hardcoded lion name");
                }  

            Community Discussions

            QUESTION

            Find all combinations of strings up to given character length
            Asked 2021-Jun-14 at 23:04

            I've got a list of strings, for example: ['Lion','Rabbit','Sea Otter','Monkey','Eagle','Rat']

            I'm trying to find out the total number of possible combinations of these items, where item order matters, and the total string length, when all strings are concatenated with comma separators is less than a given length.

            So, for max total string length 14, I would need to count combinations such as (not exhaustive list):

            • Lion
            • Rabbit
            • Eagle,Lion
            • Lion,Eagle
            • Lion,Eagle,Rat
            • Eagle,Lion,Rat
            • Sea Otter,Lion
            • etc...

            but it would not include combinations where the total string length is more than the 14 character limit, such as Sea Otter,Monkey

            I know for this pretty limited sample it wouldn't be that hard to manually calculate or determine with a few nested loops, but the actual use case will be a list of a couple hundred strings and a much longer character limit, meaning the number of nested iterations to write manually would be extremely confusing...

            I tried to work through writing this via Python's itertools, but keep getting lost as none of the examples I'm finding come close enough to what I'm needing, especially with the limited character length (not limited number of items) and the need to allow repeated combinations in different orders.

            Any help getting started would be great.

            ...

            ANSWER

            Answered 2021-Jun-14 at 19:33

            You can use a recursive generator function:

            Source https://stackoverflow.com/questions/67975895

            QUESTION

            How can I resolve "The argument type 'Object?' can't be assigned to the parameter type 'String'.dart(argument_type_not_assignable)"?
            Asked 2021-Jun-05 at 20:09

            I am trying to access the values of questionText from questions. When I am trying to extract String values from a map, the following error is displayed on Flutter. (The code is written in Dart):

            The argument type 'Object?' can't be assigned to the parameter type 'String'.dart(argument_type_not_assignable)

            Error:

            This is my main.dart file:

            ...

            ANSWER

            Answered 2021-Jun-05 at 20:09

            You need to let dart know the type of questions[_questionIndex]['questionText']

            Try this:

            Change questions[_questionIndex]['questionText']

            to questions[_questionIndex]['questionText'] as String

            In the error line

            Source https://stackoverflow.com/questions/67853012

            QUESTION

            How to compute the value of specific numbers from a txt file in Python?
            Asked 2021-Jun-04 at 10:08

            I am wondering how I can output the "total value" of my inventory, and have only been able to successfully extract the numbers I want from the txt file using this code:

            ...

            ANSWER

            Answered 2021-Jun-04 at 10:08

            We just multiply and sum it and return the value.

            Source https://stackoverflow.com/questions/67834733

            QUESTION

            Python game with list of dictionaries/ each question has 2 parts
            Asked 2021-Jun-02 at 00:07

            I have a list of dictionaries with questions. Need to loop over the dictionaries one at a time, can be done randomly as well. Each question has 2 parts and need to go through them separately.

            For example: question - 'Am I dog?' if the user answers 'yes', they should get 'bark', if they answer 'no', they should get 'what am I?'.

            The code is as follows:

            ...

            ANSWER

            Answered 2021-Jun-02 at 00:05

            This should work. i is a dictionary itself so I did a key look-up with i.

            Source https://stackoverflow.com/questions/67797331

            QUESTION

            How to find the common elements among different sized columns in R?
            Asked 2021-Jun-01 at 08:18

            I have a data frame called animals containing different sized columns that have some common and uncommon elements among each other as shown below:

            ...

            ANSWER

            Answered 2021-Jun-01 at 00:49

            QUESTION

            Creating a list of single type of objects
            Asked 2021-May-31 at 18:16

            I have an Animal trait and a few case classes as follows

            ...

            ANSWER

            Answered 2021-May-31 at 18:03

            Try introducing two type parameters A and B and then relate them with a generalised type constraint A =:= B

            Source https://stackoverflow.com/questions/67773938

            QUESTION

            Traverse a Tree and find a Node
            Asked 2021-May-31 at 13:24

            I want to traverse a tree like that and find a given node.

            Node Class:

            ...

            ANSWER

            Answered 2021-May-31 at 13:24

            Your node class can "point" to two other nodes ( child and next )

            This node at the center of your diagram

            is pointing to three other nodes. So it cannot be represented correctly by your node class.

            You have a big problem!

            In the meantime, you can "fix" your search routine by changing

            Source https://stackoverflow.com/questions/67773007

            QUESTION

            Grouping by similar lists in a column within a dataframe
            Asked 2021-May-31 at 12:32

            I have a dataframe which has a column of lists. I want to group the rows which have similar lists, irrespective of the order of the items in the list. Each list can occur multiple times within the column. I want the grouped lists sorted according to number of occurences within the column.

            ...

            ANSWER

            Answered 2021-May-31 at 12:32
            data = [['a', ['tiger', 'cat', 'lion']], ['b', ['dolphin', 'goldfish', 'shark']], ['c', ['lion', 'cat', 'tiger']], ['d', ['bee', 'cat', 'tiger']],\
                   ['e', ['cat', 'lion', 'tiger']],  ['f', ['cat', 'bee', 'tiger']], ['g', ['shark', 'goldfish', 'dolphin']]]
            df = pd.DataFrame(data)
            df.columns = ['ID', 'animals']
            df1 = df.assign(temp=df.animals.apply(lambda x: ''.join(sorted(x))))
            df = df1.assign(temp2 =df1.groupby(df1['temp'].values)['temp'].transform('count')).sort_values(['temp2','temp'], ascending=False).drop(['temp','temp2'], 1)
            

            Source https://stackoverflow.com/questions/67768511

            QUESTION

            Matching the array using node js
            Asked 2021-May-27 at 05:05

            ...

            ANSWER

            Answered 2021-May-27 at 04:58

            You need nested loops. The inner loop is like your original map(), the outer loop can use flatMap() to concatenate the results of the inner loops.

            Source https://stackoverflow.com/questions/67715798

            QUESTION

            Graphing with Pandas Data Frame with various columns
            Asked 2021-May-22 at 23:06

            I currently have the following information in a Data Frame.

            I need to create a graph that compares the Budget against the Worldwide Gross of the 5 films with the highest 'porcentage de ganancia' (or income). Nothing seems to be working.

            Update:

            ...

            ANSWER

            Answered 2021-May-22 at 00:17

            First, you'll want to get the n_largest values for the porcentage de ganancia column.

            Source https://stackoverflow.com/questions/67644907

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

            Vulnerabilities

            No vulnerabilities reported

            Install Lion

            You can download it from GitHub.
            You can use Lion 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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            git@github.com:lixinsu/Lion.git

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