rubrix | Rubrix , open-source framework | Dataset library

 by   recognai Python Version: 0.19.0a0 License: Apache-2.0

kandi X-RAY | rubrix Summary

kandi X-RAY | rubrix Summary

rubrix is a Python library typically used in Artificial Intelligence, Dataset, Deep Learning, Tensorflow applications. rubrix has no bugs, it has no vulnerabilities, it has build file available, it has a Permissive License and it has medium support. You can install using 'pip install rubrix' or download it from GitHub, PyPI.

Rubrix is a production-ready Python framework for exploring, annotating, and managing data in NLP projects.
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              rubrix has a medium active ecosystem.
              It has 991 star(s) with 87 fork(s). There are 14 watchers for this library.
              OutlinedDot
              It had no major release in the last 12 months.
              There are 53 open issues and 461 have been closed. On average issues are closed in 20 days. There are 14 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of rubrix is 0.19.0a0

            kandi-Quality Quality

              rubrix has no bugs reported.

            kandi-Security Security

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

            kandi-License License

              rubrix 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

              rubrix releases are available to install and integrate.
              Deployable package is available in PyPI.
              Build file is available. You can build the component from source.
              Installation instructions, examples and code snippets are available.

            Top functions reviewed by kandi - BETA

            kandi has reviewed rubrix and discovered the below as its top functions. This is intended to give you an instant insight into rubrix implemented functionality, and help decide if they suit your requirements.
            • Summarize the matrix .
            • Register metrics endpoint .
            • Create a bulk response .
            • Searches for records in dataset .
            • Predict classifications .
            • Load a dataset .
            • Find label errors in a given list of records .
            • Given a list of probabilities and a list of predicted labels create a single record .
            • Parse es_aggregations .
            • Bulk records .
            Get all kandi verified functions for this library.

            rubrix Key Features

            No Key Features are available at this moment for rubrix.

            rubrix Examples and Code Snippets

            Python Pandas concatenate multiple data frames
            Pythondot img1Lines of Code : 2dot img1License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            pd.melt(df, id_vars=['Date'], var_name='Ticker', value_name='Closed')
            

            Community Discussions

            QUESTION

            Cognos Analytics aggregate for multiple conditions
            Asked 2021-Jan-25 at 20:13

            I'm currently trying to create a data item expression within Cognos Analytics report builder to aggregate some data. I'm a novice in building expressions in Cognos as generally I would export the data and work with it separately, but this report will be scheduled to run and needs to already be summarised within the list.

            The relation I'm working with contains usernames, quantities and a date field which can be null. I want to sum quantities by username from tuples with non-null values for the date field but I am struggling with how this would be achieved within the normal aggregate([field1] for [field2]) structure?

            I have tried both total([Quantity] for [Username] and [Date]) and total([Quantity] for [Username] and isnull([Date],0)) which both give errors.

            Forgive me if I'm being stupid and thanks in advance for any help you can offer!

            EDIT: As suggested by Rubrix, comma in place of "and" works (not sure why I didn't already try this) but I am also getting an aggregate for null values. Specifying the date to be within a range also doesn't work to get rid of the aggregated null values.

            The expressions I've tried are:

            total([Quantity] for [Sac Create User], [Stock Corr Date] between _first_of_month(_add_months(current_date, -1)) and _last_of_month(_add_months(current_date,-1)))

            total([Quantity] for [Sac Create User], length([Stock Corr Date])>0)

            Both still create an aggregate for nulls. If anyone has any suggestions on how to remove these without having to query separately and join it would be much appreciated!

            Thanks

            ...

            ANSWER

            Answered 2021-Jan-25 at 08:19

            Try with "," instead of "and" or total([Quantity] for [Username], case when [Date] is null then 0 else [Date] end)

            Source https://stackoverflow.com/questions/65851490

            QUESTION

            How to create a full year calculated measure mdx?
            Asked 2020-Apr-16 at 09:45

            Hello MDX and SSAS people,

            I was wondering how to create a time calculation measure that summarizes the selected period/month's total value for the entire year in this case Budget. So if I select 202004 from my time hierarchy it should be the total budget of year 2020 and if I select 201904 it should be the total budget of 2019.

            In the picture below I have created [YTD Budget] with the following mdx code:

            ...

            ANSWER

            Answered 2020-Apr-16 at 09:45

            Here is the example on Adventure Works:

            Source https://stackoverflow.com/questions/61244571

            QUESTION

            PY YTD calculated measure that can handle leap years MDX
            Asked 2020-Apr-15 at 16:51

            This might be a longshot, but maybe there is an ssas/mdx guru here that has stumpled upon the same problem regarding aggregated calculations and leap years. So what I am trying to do, is to create a PY YTD calculated measure in an ssas cube that can handle leap years. The issue I am facing is that the calculated measure becomes extremely slow based on the logic below (see code sample). Has anyone found a better way to handle leap years or has a document with best practise to share ? I am assume that if-statements and NonEmpty function could be performance deadly for a calculated measure. All tips are greatly appreciated (Doesn't have to be a solution).

            ...

            ANSWER

            Answered 2020-Apr-15 at 16:51

            Try the following, some caveats follow:

            Source https://stackoverflow.com/questions/60846119

            QUESTION

            How to remove all characters after first space for OLAP dimension members
            Asked 2020-Apr-06 at 13:46

            I have a dimension that consists of members with the following format 100 - Sales, 200 - Purchase etc. What I wish to do, is to substring starting from the left and remove everyting after the first space. So the result would be "100" and "200" for the two examples. I have done this in sql before with the following code syntax: LEFT(MyField, CHARINDEX('', MyField) - 1)

            But it doesnt seem to work when I apply the same logic in SSAS. LEFT([MyField].[MyField].Members,CHARINDEX('',[MyField].[MyField].Members)-1).

            Does anyone know the syntax to accomplish the same thing in SSAS?

            Best regards, Rubrix

            ...

            ANSWER

            Answered 2020-Apr-06 at 13:46

            You should use INSTR function (instead of CHARINDEX), so something like this on Adventure Works database:

            Source https://stackoverflow.com/questions/61057569

            QUESTION

            Export specific page/tab in Cognos Analytics 11 report to PDF
            Asked 2020-Feb-03 at 12:07

            I have a report with three different pages displayed as tabs whereas one of the pages is designed for PDF print. The issue I am facing is when I choose a specific tab to export to PDF, the two other pages/tabs are exported aswell. I only want the tab that is selected to be exported, not all of them.

            The only option I see, is the "Run as PDF", there is no specific button that exports the current tab that is displayed when consuming the report.

            I am using version 11.1.4 and this is when creating a report (not dashboard)

            All tips, solutions and ideas are very appreciated.

            Best regards, Rubrix

            ...

            ANSWER

            Answered 2020-Feb-03 at 12:07

            You should be able to use a string render variable on the page based on the ReportOutput() function.

            Source https://stackoverflow.com/questions/60037233

            QUESTION

            How to find if there is a match in a certain time interval between two different date fields SQL?
            Asked 2020-Jan-09 at 12:06

            I have a column in my fact table that defines whether a Supplier is old or new based on the following case-statement:

            ...

            ANSWER

            Answered 2020-Jan-09 at 10:38
            SELECT COUNT(*) OVER () AS TotalCount
            FROM Facts
            WHERE Regdate BETWEEN(olddate, newdate) OR InvoiceDate BETWEEN(olddate, newdate) 
            GROUP BY
             Supplier
            

            Source https://stackoverflow.com/questions/59661652

            QUESTION

            How to create an R12 on a distinct count measure in SSAS/MDX?
            Asked 2019-Dec-29 at 21:53

            I have a distinct measure "No of Customer Id" that counts the amount of unique Customer Id's that occurs for each month. What I wish to do, is to create a Calculated member that distinct Count Customer Id over a 12 month period i.e Rolling 12. If you look at "Nr of Customer Id" in 201911 you have 378 unique Id's that month but between 20181201 and 20191130 there are 1020 unique Customer Id's (R12 Nr of Customer Id).

            Is this possible to do and if so how ?

            I tried with (But didn't work): sum(parallelperiod([D_Time].[Year-Month-Day].[Year],1,[D_Time].[Year-Month-Day].currentmember).lead(1) : [D_Time].[Year-Month-Day].currentmember , [Measures].[Nr of Customer Id])

            Best regards, Rubrix

            ...

            ANSWER

            Answered 2019-Dec-29 at 21:53

            Do you need to use parallel period? Could you do something like:

            (D_Time].[Year-Month-Day].currentmember.lag(12) :D_Time].[Year-Month-Day].currentmember,[Measures].[Nr of Customer Id])

            Source https://stackoverflow.com/questions/59501553

            QUESTION

            MDX count number of days with Invoice amount greater than 0
            Asked 2019-Nov-21 at 07:25

            I wish to great a calculated measure "Dispatch days" in SSAS Visual Studios that counts the number of days where there has been a sales transaction made, i.e Invoice Amount greater than 0. So if I look at 2018 it should give me the number of days that year, where there were sales. I tried using this

            ...

            ANSWER

            Answered 2019-Nov-20 at 14:51

            A better approach would be, however I suppose that a year is specified in one of the axis

            Source https://stackoverflow.com/questions/58956588

            QUESTION

            Grab data from a different table when two values doesn't match and replace the existing value
            Asked 2019-Nov-14 at 12:11

            I need to convert a Unit measure value in a database view when two criterias doesn't match with information from a different table. So what I do have is one database view called "v_Purchase order" table and one table that is called "Alternate unit" table.

            As you can see in the example I have 3 rows in the Purchase order table, where Purchase order U/M and Basic U/M match on 2 rows, but not on the third row. So what I wish is that: case when (Purchase order U/M <> Basic U/M)

            then (use Alternate unit table to replace Purchase order U/M column row from Purchase order table with the Alternate U/M from the Alternate unit table and apply the Conversion factor to multiply it with Quantity to convert pallet to pieces)
            else(No conversion needed)
            end

            The two tables are joined on Item number, Company, Alternate U/M

            Which should give me this final output result:

            ...

            ANSWER

            Answered 2019-Nov-14 at 10:05

            QUESTION

            Python Pandas concatenate multiple data frames
            Asked 2018-Nov-02 at 14:41

            I am following a Python for Finance tutorial where you are combining all the S&P500 stocks into one data frame, i. e. outer joining all the stored CSV files for all the different stocks.

            current output:

            The code for this looks like this:

            ...

            ANSWER

            Answered 2018-Nov-02 at 10:42

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

            Vulnerabilities

            No vulnerabilities reported

            Install rubrix

            Getting started with Rubrix is as easy as:.

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            New to Rubrix and want to get started?. Want to know more about Rubrix concepts?. 🛠️ Setup and install. How to configure and install Rubrix. What can you use Rubrix for?. 📱 Web app reference. How to use the web-app for data exploration and annotation. 🐍 Python client API. How to use the Python classes and methods. How to use Rubrix with your favourite libraries (flair, stanza...). Ask questions, share feedback, ideas and suggestions. 🤗 Hugging Face tutorial. Using Hugging Face transformers with Rubrix for text classification. Using spaCy with Rubrix for NER projects. 🐠 Weak supervision tutorial. How to leverage weak supervision with snorkel & Rubrix. 🤔 Active learning tutorial. How to use active learning with modAL & Rubrix.
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          • PyPI

            pip install rubrix

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            https://github.com/recognai/rubrix.git

          • CLI

            gh repo clone recognai/rubrix

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            git@github.com:recognai/rubrix.git

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