NGT | Nearest Neighbor Search with Neighborhood Graph | Machine Learning library

 by   yahoojapan C++ Version: 2.1.6 License: Apache-2.0

kandi X-RAY | NGT Summary

kandi X-RAY | NGT Summary

NGT is a C++ library typically used in Artificial Intelligence, Machine Learning applications. NGT has no bugs, it has no vulnerabilities, it has a Permissive License and it has medium support. You can download it from GitHub.

Neighborhood Graph and Tree for Indexing High-dimensional Data. Home / Installation / Command / License / Publications / About Us / 日本語. NGT provides commands and a library for performing high-speed approximate nearest neighbor searches against a large volume of data (several million to several 10 million items of data) in high dimensional vector data space (several ten to several thousand dimensions).
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              NGT has a medium active ecosystem.
              It has 1028 star(s) with 105 fork(s). There are 37 watchers for this library.
              There were 1 major release(s) in the last 12 months.
              There are 12 open issues and 101 have been closed. On average issues are closed in 42 days. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of NGT is 2.1.6

            kandi-Quality Quality

              NGT has no bugs reported.

            kandi-Security Security

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

            kandi-License License

              NGT 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

              NGT releases are available to install and integrate.
              Installation instructions, examples and code snippets are available.

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            NGT Key Features

            No Key Features are available at this moment for NGT.

            NGT Examples and Code Snippets

            How can I convert encoding of special characters in python?
            Pythondot img1Lines of Code : 15dot img1License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            text = '''Is there an outdoor grill/bbq place? Pär
            
            Hej Hur långt aaär de till Stallarna? MVH LAILA
            
            Är där sandstrand och hur långt'''
            
            text = text.encode('MacRoman').decode('utf-8') 
            print(text)
            
            Is there an
            working with each line in a multiple line python input file
            Pythondot img2Lines of Code : 21dot img2License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            data = '''
            
             ATTTGGC
            
             TGCCTTA
            
             CGGTATC
            
             GAAAATT
             '''
            
            for line in map(str.strip, data.splitlines()):
                if not line:
                    continue
                print([''.join(c) for c in zip(line[::1], line[1::1], line[2::1])])
            
            ['AT

            Community Discussions

            QUESTION

            Understanding a sum formula as a subtotal within a for loop
            Asked 2020-Apr-07 at 12:15

            I found a Code which creates a subtotal within a table. The Formula works fine, but I do not understand the Syntax of the sum Formula for the subtotal, which is:

            ...

            ANSWER

            Answered 2019-May-15 at 07:58

            Hope I did understood what you are trying to ask. First of all you are initializing two variables, in your case i and j that are going to help you iterate through the cells.

            i and j will replace in the sum formula the first, second, third and so on row and column. So, instead of =SUM(R" & j & "C:R" & i & "C) you will have =SUM(R1 & "C:R" & 4C).

            The difference in between A1 and R1C1 is the way you look at it and reference to it. Using R1C1 notation can help you to iterate easier through the cells. Going to the next cell (to the right) to A1 will be something like: R1C2.

            Source https://stackoverflow.com/questions/56143773

            QUESTION

            Spring boot getting 401 unauthorized status code for simple get request
            Asked 2019-Nov-24 at 09:49

            I am very new to Spring framework. I have created a new Spring Starter Project with following modules: web, mongo, security.

            I have created a simple controller

            ...

            ANSWER

            Answered 2017-Nov-19 at 18:37

            You can keep your security dependency but then you have to setup a userid and a password. This can be done by adding the following into your application.properties file located under src/main/resources folder

            Source https://stackoverflow.com/questions/47380068

            QUESTION

            How can I convert encoding of special characters in python?
            Asked 2019-Nov-15 at 07:02

            I have have a file includes some sentences. But some of them contains some wired characters (å, ä, Ä), shown below. What are they and is there a way convert them back to normal characters in python?

            Thanks,

            Examples.

            Is there an outdoor grill/bbq place? Pär

            Hej Hur långt aaär de till Stallarna? MVH LAILA

            Är där sandstrand och hur långt

            ...

            ANSWER

            Answered 2019-Nov-15 at 07:02

            It looks like it used wrong encoding - MacRoman - instead of UTF-8. Probably it is MacOS system.

            If I encode it (to bytes) using MacRoman and then decode it back to string using utf-8 then I get correct text

            Source https://stackoverflow.com/questions/58863905

            QUESTION

            Text within two strings into separate new files named based on the found text
            Asked 2019-Nov-12 at 11:00

            I have a file which has lot of text following a pattern as

            ...

            ANSWER

            Answered 2019-Nov-12 at 11:00

            Instead of matching on (.|\n), use a negated character set like [^~] - and then explicitly grab the first part (the file name) in a capture group:

            Source https://stackoverflow.com/questions/58816215

            QUESTION

            Ionic serve is not working for Ionic 4
            Asked 2018-Oct-31 at 19:21

            I upgraded ionic using npm install -g ionic@4.1.0

            I started a new project with ionic start ionic-4-project blank --type=angular

            I attempted to serve the project with ionic serve

            This is the error message in the console.

            ...

            ANSWER

            Answered 2018-Aug-22 at 08:46

            Delete node_modules. Then clear npm cache using 'npm cache clean --verify'. Then do npm install.

            Source https://stackoverflow.com/questions/51960528

            QUESTION

            TFS on premise can't restore nuget packages from private feed
            Asked 2018-Aug-30 at 15:48

            We have TFS Version 16.122.27409.2 and a build server hosted on premise. We are experiencing an issue with our automated build system when the build tries to restore packages from the TFS feed:

            Unable to load the service index for source http://ngt-tfs:8080/tfs/NGT-Collection-01/_packaging/ad100c06-9a78-4ff2-b37a-23518a33370b/nuget/v3/index.json.

            Response status code does not indicate success: 401 (Unauthorized).

            NuGet.Protocol.Core.Types.FatalProtocolException: Unable to load the service index for source http://ngt-tfs:8080/tfs/NGT-Collection-01/_packaging/ad100c06-9a78-4ff2-b37a-23518a33370b/nuget/v3/index.json. ---> System.Net.Http.HttpRequestException: Response status code does not indicate success: 401 (Unauthorized).

            Things I have tried so far:

            • Turn off automatic proxy detection on build server
            • Disable anti-virus/firewalls on build server
            • Add windows account of the build server as the owner on TFS Nuget Feed permissions
            • Update VS 2017 to the latest version
            • Try using a nuget.config file in the build definition, instead of picking the feed from the drop-down list

            Build tasks:

            ...

            ANSWER

            Answered 2018-Aug-30 at 15:48

            It turns out that TFS expects IIS basic auth setting to be Off, which was not the case on our environment.

            https://developercommunity.visualstudio.com/comments/142485/view.html

            Source https://stackoverflow.com/questions/52075239

            QUESTION

            split camelCase str regex if characters is upper case?
            Asked 2018-May-27 at 09:04

            I have this random test random string "... Jc Yikr Cuduxlor B Az I Ngt FT Jtcmvs Hnrzsv Saegaowyta I..." to test regex "@"(\P{Ll})(\P{Ll}\p{Ll})", "$1 $2" ), @"(\p{Ll})(\P{Ll})", "$1 $2" " to split camelCase. the problem came FT the regex make "F T" how to make the regex ignore the two string are uppercase?

            ...

            ANSWER

            Answered 2018-May-27 at 09:04

            How about using a lookahead?

            Just to check whether an uppercase character is following it.
            But without actually consuming that uppercase character.

            And that way the replace string only needs 1 capture group.

            RegEx Pattern

            Source https://stackoverflow.com/questions/50545496

            QUESTION

            Display text onchage() of Combobox item in JavaScript
            Asked 2017-Sep-20 at 09:16

            I have a form where I'm creating a combo dynamically in a javascript file. When the combo-box item changes, I want to display sort of a help text right below the combo.

            I am creating the combo(with the id: WhereOperatorCombo)as shown below and have added an event listener.

            ...

            ANSWER

            Answered 2017-Sep-20 at 08:41

            Add onchangeDefinition div outside of select element.

            Source https://stackoverflow.com/questions/46316919

            QUESTION

            Rolling time-series regressions by group
            Asked 2017-Jun-01 at 20:46

            I am working on the following data in R:

            ...

            ANSWER

            Answered 2017-Jun-01 at 20:08

            If you want to run OLS regressions over groups, you can try to use the dplyr package. Using the do() function will run your models and store them in a variable called model.

            Source https://stackoverflow.com/questions/44315275

            QUESTION

            deserialize json with children items
            Asked 2017-Jan-12 at 16:20

            Having to deserialize JSON from an API call. Posting the JSON steam below. Have to get each "area" node. Notice that some have children of children in it (this were I'm having trouble). Didn't even know what JSON was before this time yesterday (said I've been out a while).

            What I've figured out: Have Netwonsoft.Json reference added Converted it to XML to see if that helped but thinking staying JSON will have better performance.

            vb.net class has the following properties: Area_Name as string ("ID" in JSON) Area_ID as string ("Name" in JSON) Parent_ID as string (Parent "ID" in JSON)

            So, need idea where to start to pull all nodes out of the following JSON. -----JSON Stream-----

            ...

            ANSWER

            Answered 2017-Jan-12 at 15:32

            You need to have one more class "AreaModel" with one property "Areas" in it. So your classes should looks as following.

            Source https://stackoverflow.com/questions/41616369

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

            Vulnerabilities

            No vulnerabilities reported

            Install NGT

            The index can be placed in shared memory with memory mapped files. Using shared memory can reduce the amount of memory needed when multiple processes are using the same index. In addition, it can not only handle an index with a large number of objects that cannot be loaded into memory, but also reduce time to open it. Since changes become necessary at build time, please add the following parameter when executing "cmake" in order to use shared memory. Note: Since there is no lock function, the index should be used only for reference when multiple processes are using the same index. When you insert more than about 5 million objects, please add the following parameter to improve the search time.

            Support

            PythonRuby (Thanks Andrew!)Rust (Thanks Romain!)JavaScript/NodeJS : ngt-tool, spatial-db-ngt (Thanks stonkpunk!)GoCC++(sample code)
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            Install
          • PyPI

            pip install ngt

          • CLONE
          • HTTPS

            https://github.com/yahoojapan/NGT.git

          • CLI

            gh repo clone yahoojapan/NGT

          • sshUrl

            git@github.com:yahoojapan/NGT.git

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