BTM | Biterm Topic Modelling for Short Text with R | Topic Modeling library

 by   bnosac C++ Version: 0.3.5 License: Apache-2.0

kandi X-RAY | BTM Summary

kandi X-RAY | BTM Summary

BTM is a C++ library typically used in Artificial Intelligence, Topic Modeling applications. BTM has no bugs, it has no vulnerabilities, it has a Permissive License and it has low support. You can download it from GitHub.

This is an R package wrapping the C++ code available at for constructing a Biterm Topic Model (BTM). This model models word-word co-occurrences patterns (e.g., biterms). Topic modelling using biterms is particularly good for finding topics in short texts (as occurs in short survey answers or twitter data).
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            kandi-support Support

              BTM has a low active ecosystem.
              It has 63 star(s) with 10 fork(s). There are 8 watchers for this library.
              OutlinedDot
              It had no major release in the last 12 months.
              There are 2 open issues and 12 have been closed. On average issues are closed in 106 days. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of BTM is 0.3.5

            kandi-Quality Quality

              BTM has 0 bugs and 0 code smells.

            kandi-Security Security

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

            kandi-License License

              BTM 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

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

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            BTM Key Features

            No Key Features are available at this moment for BTM.

            BTM Examples and Code Snippets

            Example
            C++dot img1Lines of Code : 65dot img1License : Permissive (Apache-2.0)
            copy iconCopy
            library(udpipe)
            library(BTM)
            data("brussels_reviews_anno", package = "udpipe")
            
            ## Taking only nouns of Dutch data
            x <- subset(brussels_reviews_anno, language == "nl")
            x <- subset(x, xpos %in% c("NN", "NNP", "NNS"))
            x <- x[, c("doc_id", "lem  
            Provide your own set of biterms
            C++dot img2Lines of Code : 60dot img2License : Permissive (Apache-2.0)
            copy iconCopy
            library(data.table)
            library(udpipe)
            ## Annotate text with parts of speech tags
            data("brussels_reviews", package = "udpipe")
            anno <- subset(brussels_reviews, language %in% "nl")
            anno <- data.frame(doc_id = anno$id, text = anno$feedback, stringsA  

            Community Discussions

            QUESTION

            Docker-Compose with Commandbox cannot change web root
            Asked 2022-Feb-24 at 15:19

            I'm using docker-compose to launch a commandbox lucee container and a mysql contianer.

            I'd like to change the web root of the lucee server, to keep all my non-public files hidden (server.json etc, cfmigrations resources folder)

            I've followed the docs and updated my server.json https://commandbox.ortusbooks.com/embedded-server/server.json/packaging-your-server

            ...

            ANSWER

            Answered 2022-Feb-24 at 15:19

            You're using a pre-warmed image

            Source https://stackoverflow.com/questions/71247957

            QUESTION

            User Specific Page in TODO List
            Asked 2022-Jan-19 at 00:09

            I am making a simple todolist application but while I am trying to create user specific pages, I am unable to add a new task probably beacause database is not getting all required datas(i.e. owner of the task).

            models.py

            ...

            ANSWER

            Answered 2022-Jan-19 at 00:09

            QUESTION

            Why are two select statements (on array of custom objects) are combined into one result?
            Asked 2022-Jan-05 at 21:06

            Why are the two PowerShell "Select Name, Count" statements below (from an array of objects) combining into one result. How can I modify to see two results, grouped at two different levels. Each select is returning the correct data, but they are combined in one common set of headings.

            ...

            ANSWER

            Answered 2022-Jan-05 at 21:06

            --- Updated Answer ---

            Getting rid of Select and replacing with Format-Table seems to have cleared up the output. I also got rid of the redundant Write-Host cmds.

            I cleaned up your example so each object had the same properties. Then I broke down the Pipe using an intermediate variable and it seems to work fine.

            Source https://stackoverflow.com/questions/70585291

            QUESTION

            BradleyTerry2 package in R - Using null hypothesis as reference player
            Asked 2021-Dec-14 at 18:58

            I am using the BradleyTerry2 package in R to analyse my data. When using the BTm function to calculate ability scores, the first item in the dataset is removed as a reference, given a score of 0 and then other ability scores are calculated relative to this reference.

            Is there a way to use a null hypothesis as a reference, rather than using the first item in the dataset?

            This is the code I am using. The "ID" field is player id. This code calculates an ability score for each "Matchup," relative to the first matchup in the dataset.

            BTv1 <- BTm(player1=winner,player2=loser,id="ID",formula=~Matchup+(1|ID),data=btmdata)

            I am trying to test against the null hypothesis that matchup has no effect on match outcomes, but currently I don't know what ability score corresponds to the null hypothesis. I would like to use this null hypothesis as a reference, rather than using the first matchup in the dataset.

            For those wanting to reproduce my results, you can find my files on my university onedrive.

            ...

            ANSWER

            Answered 2021-Dec-14 at 18:58

            You can test the significance of terms in the model for ability using the anova function, i.e.

            Source https://stackoverflow.com/questions/69892656

            QUESTION

            Matplotlib - Several lines on the same plot
            Asked 2021-Dec-03 at 15:11

            I am converting some old Python 2.7 code to 3.6. My routine plots the first line OK but subsequent lines seem to start where the previous line left off. (Running on-line at www.pythonanywhere.com)

            My code:

            ...

            ANSWER

            Answered 2021-Dec-03 at 15:11

            I guess this may be due to using strings instead of numbers. When you use strings, the x values are taken as categories and not ordered numerically but in the order they appear in the list (unless a category is exactly repeated). I understand that the snippet is not complete, but the values of Epoch and Scaled actually change on each iteration.

            After plotting the first set of data, any values not present in the first set will be positioned "afterwards" those of the first set (ie: to the right of first set's last point in x, and higher than the last point in y). When the second set of data is plotted, the first x values have not appeared in the previous set, so they are plotted afterwards (beginning of light blue line in the plot), regardless of their numeric value. Then, the final values are the same of those that had appeared in the first set, so the line goes back to the left of the figure.

            You can try using [float(x) for x in Epoch] and [float(y) for y in Scaled] in the plots. As I see that there are spaces in the strings representing the numbers, you could use a function like this:

            Source https://stackoverflow.com/questions/70208756

            QUESTION

            Integrate zsh colors with dircolors
            Asked 2021-Nov-06 at 16:23

            I can produce on terminal with zsh SHELL a list of 256 colors with the command :

            ...

            ANSWER

            Answered 2021-Nov-06 at 16:23

            The numbers used in dircolors are ANSI SGR parameters. Read the linked article for more info. It also lists which numbers correspond to which colors from the 256-color palette.

            Source https://stackoverflow.com/questions/68522420

            QUESTION

            R - mgsub problem: substrings being replaced not whole strings
            Asked 2021-Nov-04 at 19:58

            I have downloaded the street abbreviations from USPS. Here is the data:

            ...

            ANSWER

            Answered 2021-Nov-03 at 10:26
            Update

            Here is the benchmarking for the existing to OP's question (borrow test data from @Marek Fiołka but with n <- 10000)

            Source https://stackoverflow.com/questions/69467651

            QUESTION

            How to Position Text and Icons on Top of a Video in html
            Asked 2021-Sep-30 at 00:19

            What is the best way to insert a video clip in the html below as a background? I'd like the title, icons, and feature to display on top of the video background. I'd like to include the video in the html as shown below (or similarly)

            ...

            ANSWER

            Answered 2021-Sep-30 at 00:19

            You can use the property of CSS called z-index. z-index: -1 will put the video behind the background. You need to put position: absolute to put behind the content.

            Obs: I didn't understand the part of the top of video background, if I did something wrong, tell me please.

            Source https://stackoverflow.com/questions/69384541

            QUESTION

            How to update state in React
            Asked 2021-Sep-21 at 11:35

            I've been trying for a while to get this to work and any method I've come across doesn't seem to work. I've tried W3 Schools and this Stack Overflow question and any others seem to follow the same format. I can't seem to see whats wrong with my code. If anyone can find the issue that would really help:

            ...

            ANSWER

            Answered 2021-Sep-21 at 10:38

            your onclick should be onClick

            Source https://stackoverflow.com/questions/69267327

            QUESTION

            want to match email and password from firestore database in js
            Asked 2021-Sep-14 at 02:32

            Email and password are in firestore which is coming from application my job is to create admin panel in js and that admin panel has login page, whenever someone enter there email and password my job is to check email and password, if it matches to the email and password of the firestore email and password then show him/her admin panel otherwise show a pop up that you are not authenticated.

            form.html

            ...

            ANSWER

            Answered 2021-Aug-01 at 07:42

            Your query seems to be correct for your requirement. You just need to check if any document has matched the data provided by user. You can do by checking if the snapshot returned is empty or has a matching document

            Source https://stackoverflow.com/questions/68608311

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

            Vulnerabilities

            No vulnerabilities reported

            Install BTM

            This R package is on CRAN, just install it with install.packages('BTM').

            Support

            Need support in text mining? Contact BNOSAC: http://www.bnosac.be.
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