tkm | Topic Keyword Model is a novel topic model | Topic Modeling library

 by   JohnTailor Python Version: Current License: No License

kandi X-RAY | tkm Summary

kandi X-RAY | tkm Summary

tkm is a Python library typically used in Artificial Intelligence, Topic Modeling applications. tkm has no bugs, it has no vulnerabilities, it has build file available and it has low support. You can download it from GitHub.

The Topic Keyword Model is a novel topic model that works quite differently from LDA from Blei et al. and other topic models. Please check and cite our paper: Johannes Schneider, Michail Vlachos. Topic Modeling based on Keywords and Context, SIAM International Conference on Data Mining (SDM), 2018.
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            kandi-support Support

              tkm has a low active ecosystem.
              It has 18 star(s) with 6 fork(s). There are 5 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 1 open issues and 11 have been closed. On average issues are closed in 9 days. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of tkm is current.

            kandi-Quality Quality

              tkm has 0 bugs and 0 code smells.

            kandi-Security Security

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

            kandi-License License

              tkm does not have a standard license declared.
              Check the repository for any license declaration and review the terms closely.
              OutlinedDot
              Without a license, all rights are reserved, and you cannot use the library in your applications.

            kandi-Reuse Reuse

              tkm 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.
              tkm saves you 107 person hours of effort in developing the same functionality from scratch.
              It has 272 lines of code, 19 functions and 5 files.
              It has high code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed tkm and discovered the below as its top functions. This is intended to give you an instant insight into tkm implemented functionality, and help decide if they suit your requirements.
            • Run the optimizer
            • Compute the keyword score based on the topic - word distribution
            • Calculate the unique topic entropy
            • Compute the topics for each document
            • Convert a list of NDArray to a NumPy array
            • Calculate one - step probability distribution
            • Compute the perplexity of a matrix
            • Process a corpus
            • Convert a list of document ids to word ids
            • Tokenize a docstring
            • Convert a document into a list of words
            • Prints a list of topics
            • Compute the keyword score for the last iteration
            Get all kandi verified functions for this library.

            tkm Key Features

            No Key Features are available at this moment for tkm.

            tkm Examples and Code Snippets

            No Code Snippets are available at this moment for tkm.

            Community Discussions

            QUESTION

            Not finding element in a list causing program to crush
            Asked 2022-Mar-30 at 15:55

            I have .json file, but because its too big I will only paste part of it:

            ...

            ANSWER

            Answered 2022-Mar-30 at 15:55

            Instead of replacing the translations dictionary each time, merge them using the update() method.

            Source https://stackoverflow.com/questions/71680011

            QUESTION

            How to dynamically store values from .json file and compare them with user input in python?
            Asked 2022-Mar-30 at 10:33

            I have .json file like this:

            ...

            ANSWER

            Answered 2022-Mar-30 at 10:29

            I would suggest you keep the country codes in a dict format. This way you can easily access the underlying data. Note, this only works if all countries have a unique country code. With opening a file you should use the with statement so python closes the file automatically and not damage data.

            Source https://stackoverflow.com/questions/71673564

            QUESTION

            Fill missing values by group using linear regression in R
            Asked 2021-Dec-02 at 13:40

            I have a dataset with about 50 columns (all indicators I got from World Bank), Country Code and Year. These 50 columns are not all complete, and I would like to fill in the missing values based on an lm fit for the column for that specific country. For example:

            Doing this for a single country and a single column is absolutely fine when following these steps here: Filling NA using linear regression in R

            However, I have over 180 different countries I want to do this to. And I want this to work for each indicator per country (so 50 columns total) So in a way, each country and each column would have its own linear regression model that fills out the missing values.

            Here is how it looked after I did the steps above: This is the expected output for ONE column. I would like to do this for EVERY column by individual country groups.

            However, the data looks like this:

            There are numerous countries and columns that I want to perform this on just like the post above.

            This is for a project I am working on for my data-mining / statistics class. Any help would be appreciated and thanks so much in advance!

            EDIT

            I tried this:

            ...

            ANSWER

            Answered 2021-Dec-02 at 13:40

            Since you already know how to do this for one dataframe with a single country, you are very close to your solution. But to make this easy on yourself, you need to do a few things.

            1. Create a reproducible example using dput. The janitor library has the clean_names() function to fix columns names.

            2. Write your own interpolation function that takes a dataframe with one country as the input, and returns an interpolated dataframe for one country.

            3. Pivot_longer to get all the data columns into a one parameterized column.

            4. Use the dplyr function group_split to take your large multicountry dataframe, and break it into a list of dataframes, one for each country and parameter.

            5. Use the purrr function map to map each of the dataframes in the list to a new list of interpolate dataframes.

            6. Use dplyr's bind_rows to convert the list interpolated dataframes back into one dataframe, and pivot_wider to get your original data shape back.

            Source https://stackoverflow.com/questions/70164315

            QUESTION

            Is there are way to upload one file in multiple (input) places on the web using Katalon studio
            Asked 2021-Oct-22 at 12:27

            I have to upload one file in different places on the web using katalon

            I am using:

            'Upload test-photo.png to input_browse'

            ...

            ANSWER

            Answered 2021-Oct-22 at 12:27

            The purpose of writing keywords is code reusability - you can use the same code multiple times but with different parameters.

            You could use something like this:

            Source https://stackoverflow.com/questions/69634860

            QUESTION

            Importation of method EF 3.0 - trouble with results
            Asked 2021-Sep-01 at 15:29

            I wrote a script to import the characterization factors of the LCIA method EF 3.0 (adapated) on Brightway. I think it works fine as I see the right characterization factors on the Activity Browser (ex for the Climate Change method : but when I run calculations with the method, the results are not the same as on Simapro (where I got the CSV Import File from) : And for instance the result is 0 for the Climate Change method. Do you know what can be the issue ? It seems that the units are different but it is the same for the other methods that are available on Brightway.

            Besides, I saw on another question that there would be a method implemented to import the EF 3.0 method, is it available yet ? Thank you very much for your help.

            Code of the importation script :

            ...

            ANSWER

            Answered 2021-Sep-01 at 15:29

            In LCA there's no agreement on elementary flows and archetypical emission scenarios / context (https://doi.org/10.1007/s11367-017-1354-3), and implementations of the impact assessment methods differ (https://www.lifecycleinitiative.org/portfolio_category/lcia/).

            It is not unusual that the same activity and same impact assessment method returns different results in different software. There are some attempts to improve the current practices (see e.g , https://github.com/USEPA/LCIAformatter).

            Source https://stackoverflow.com/questions/68802218

            QUESTION

            How to fix this error: variable NOT found as character variable in synth package?
            Asked 2021-Aug-18 at 06:32

            I am using Synth() package (see ftp://cran.r-project.org/pub/R/web/packages/Synth/Synth.pdf) in R.

            This is a part of my data frame:

            ...

            ANSWER

            Answered 2021-Aug-18 at 06:32

            I cannot tell you what's going on behind the scenes, but I think that Synth wants a few things:

            First, turn factor variables into characters;

            Source https://stackoverflow.com/questions/68823523

            QUESTION

            Remove characters right after special character R dplyr
            Asked 2021-Aug-10 at 17:36

            I am trying to remove a few letters after a special character (either : or -).

            I have tried things like this but the result is not satisfactory:

            ...

            ANSWER

            Answered 2021-Aug-10 at 13:14

            QUESTION

            Button width and height not working in tkinter tkmacosx
            Asked 2021-May-04 at 16:20

            when i use tkinter button i get the results i want though i'm using tkinter button from tkmacosx library as it supports background color. The problem is when i replace normal button with tkmacosx button they appear like dots.

            ...

            ANSWER

            Answered 2021-May-04 at 16:20

            you need to increase number of pixels width= 200, height = 100

            Source https://stackoverflow.com/questions/67388140

            QUESTION

            For each row in a df, extract the observation which has the nearest value
            Asked 2021-Apr-28 at 19:59

            Here is my sample data:

            ...

            ANSWER

            Answered 2021-Apr-28 at 19:59

            If the value of 'Yes' have any indication, then get the cumulative sum based on creating a logical vector with 'Yes' and use that as a grouping variable and create the 'nearest' as the first value of 'iso3c'

            Source https://stackoverflow.com/questions/67306176

            QUESTION

            how to flat the object values in javascript
            Asked 2020-Dec-25 at 13:27

            i need to flat the object values in javascript . the ent is the input array . the first object the language consist of array of array values i need to flat the object value .[[{}],[{}],[{}]]

            experted the value to be language: [{},{},{}];

            ...

            ANSWER

            Answered 2020-Dec-25 at 13:27

            You can use destructuring to only select specific properties, and then .flat only the languages array.

            Source https://stackoverflow.com/questions/65448334

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

            Vulnerabilities

            No vulnerabilities reported

            Install tkm

            You can download it from GitHub.
            You can use tkm 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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