information-retrieval | Textual Information Retrieval | Natural Language Processing library

 by   luminoso Java Version: 1.0 License: MIT

kandi X-RAY | information-retrieval Summary

kandi X-RAY | information-retrieval Summary

information-retrieval is a Java library typically used in Artificial Intelligence, Natural Language Processing applications. information-retrieval has no bugs, it has no vulnerabilities, it has build file available, it has a Permissive License and it has high support. You can download it from GitHub.

Considering the increasing volume of unstructured data in the world, Information Retrieval (IR) (a sub-area of text mining) and Information Extraction (IE) are extremely important to deal efficiently with all that data. Industry, IR, companies, marketing, economics and many other sectors highly depend on the efficiency and robustness of these techniques and tools. Developed at Aveiro University by @luminoso and @ruifpedro, this IR/IE engine deals with the overall process of gathering, indexing and searching for relevant documents from huge collections of textual data in order to extract knowledge from unstructured existing data.
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            kandi-support Support

              information-retrieval has a highly active ecosystem.
              It has 5 star(s) with 0 fork(s). There are 6 watchers for this library.
              OutlinedDot
              It had no major release in the last 12 months.
              information-retrieval has no issues reported. There are no pull requests.
              It has a positive sentiment in the developer community.
              The latest version of information-retrieval is 1.0

            kandi-Quality Quality

              information-retrieval has no bugs reported.

            kandi-Security Security

              information-retrieval has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

            kandi-License License

              information-retrieval is licensed under the MIT License. This license is Permissive.
              Permissive licenses have the least restrictions, and you can use them in most projects.

            kandi-Reuse Reuse

              information-retrieval releases are available to install and integrate.
              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 information-retrieval and discovered the below as its top functions. This is intended to give you an instant insight into information-retrieval implemented functionality, and help decide if they suit your requirements.
            • Main method for testing
            • Initiate processor
            • Merge index splits
            • Performs a query
            • Search for a token in the index
            • Read and unserialize a file
            • Find the split level of a term
            • Runs the pipeline
            • Parses all document contained in the referenced file and returns a list of matched documents
            • Compute the LNC weights for a given document ID and document ID
            • Thread polling
            • Gets runtime memory
            • Runs the parser
            • Initialize the reader
            Get all kandi verified functions for this library.

            information-retrieval Key Features

            No Key Features are available at this moment for information-retrieval.

            information-retrieval Examples and Code Snippets

            No Code Snippets are available at this moment for information-retrieval.

            Community Discussions

            QUESTION

            How to efficiently read the next line in a file
            Asked 2019-May-07 at 00:19

            I have a text file as follows.

            ...

            ANSWER

            Answered 2019-May-07 at 00:15

            Let's try spliting the problem. There are two main logic processes in your code:

            1. Extract each non-indented row with the following indented rows and join them as a single "line".
            2. Filter "GJ" initial lines only.

            Here is the code:

            Source https://stackoverflow.com/questions/56013523

            QUESTION

            Append string of column index to DataFrame columns
            Asked 2018-Apr-25 at 05:34

            I am working on a project using Learning to Rank. Below is the example dataset format (taken from https://www.microsoft.com/en-us/research/project/letor-learning-rank-information-retrieval/). The first column is the rank, second column is query id, and the followings are [feature number]:[feature value]

            ...

            ANSWER

            Answered 2018-Apr-25 at 05:13

            You can simply concatenate the columns

            Source https://stackoverflow.com/questions/50014314

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

            Vulnerabilities

            No vulnerabilities reported

            Install information-retrieval

            You can download it from GitHub.
            You can use information-retrieval 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 information-retrieval 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 maven.apache.org. For Gradle installation, please refer gradle.org .

            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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          • HTTPS

            https://github.com/luminoso/information-retrieval.git

          • CLI

            gh repo clone luminoso/information-retrieval

          • sshUrl

            git@github.com:luminoso/information-retrieval.git

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