ordinal | Ordinal Triplet Loss | Machine Learning library

 by   peter-yh-wu Python Version: Current License: No License

kandi X-RAY | ordinal Summary

kandi X-RAY | ordinal Summary

ordinal is a Python library typically used in Artificial Intelligence, Machine Learning applications. ordinal has no bugs, it has no vulnerabilities and it has low support. However ordinal build file is not available. You can download it from GitHub.

PyTorch implementation of the ordinal triplet loss function detailed in the Interspeech paper.
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            kandi-support Support

              ordinal has a low active ecosystem.
              It has 1 star(s) with 0 fork(s). There are no watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              ordinal has no issues reported. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of ordinal is current.

            kandi-Quality Quality

              ordinal has 0 bugs and 0 code smells.

            kandi-Security Security

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

            kandi-License License

              ordinal 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

              ordinal releases are not available. You will need to build from source code and install.
              ordinal has no build file. You will be need to create the build yourself to build the component from source.
              Installation instructions are available. Examples and code snippets are not available.

            Top functions reviewed by kandi - BETA

            kandi has reviewed ordinal and discovered the below as its top functions. This is intended to give you an instant insight into ordinal implemented functionality, and help decide if they suit your requirements.
            • Load baseline data .
            • Main function .
            • Train TTL model .
            • Generate samples from the data .
            • Generate samples from the given groups .
            • Load baseline data .
            • Train the model .
            • Compute logits for a given model .
            • Calculate the maximum value of the model .
            • Initialize the model .
            Get all kandi verified functions for this library.

            ordinal Key Features

            No Key Features are available at this moment for ordinal.

            ordinal Examples and Code Snippets

            No Code Snippets are available at this moment for ordinal.

            Community Discussions

            QUESTION

            Snap to an index Lazyrow
            Asked 2022-Apr-17 at 14:29

            So i am making a calendar with the help of a lazyRow. I now have the problem that i want the row to snap to the index after a certain scrollammount so it shouldnt be possible to be stuck inbetween indexes. is there a way to do that?

            ...

            ANSWER

            Answered 2022-Apr-17 at 14:29

            You can use the HorizontalPager from accompanist library which provides this fling behavior out-of-the-box and it uses LazyRow internally.

            Another option could be use the Snapper library created by @chris-banes

            Add the dependency in your build.gradle.

            Source https://stackoverflow.com/questions/71901039

            QUESTION

            Airflow PostgresHook error codec can't decode byte 0xc3 in position 3
            Asked 2022-Apr-05 at 09:20

            I want to read postgres table into a data frame for a data engineering pipeline. I am using Airflow to scheduled these tasks. I have created a connection in Airflow called postgres_product_db and tried to use get_pandas_df to fetch the records .

            ...

            ANSWER

            Answered 2022-Apr-05 at 09:20

            client_encoding is run time config. This means you should embedded this to your SQL statement:

            Source https://stackoverflow.com/questions/71747436

            QUESTION

            How to use ordinal regression (svyolr) with raked data?
            Asked 2022-Feb-21 at 07:46

            Analyzing ordinal data with the survey package, I encountered some issues when trying to use raked data. Without raking, svyolr() works without any problem, but when I try to analyze after raking, svyolr encounters an error Error in if (any(y < 0 | y > 1)) stop("y values must be 0 <= y <= 1") : missing value where TRUE/FALSE needed.

            The problem can be reproduced with the example data set api:

            ...

            ANSWER

            Answered 2022-Feb-20 at 05:23

            you actually found a bug :-) version 4.2 has this fixed..you can use the development version of the survey package until the update goes to CRAN by installing with install.packages("survey", repos="http://R-Forge.R-project.org")

            Source https://stackoverflow.com/questions/70646997

            QUESTION

            How to SAFELY invoke java keytool from C# code
            Asked 2022-Feb-19 at 01:41

            I want to create a GUI in C# that will be used to run keytool on cmd.exe behind the scenes to create a keystore, including a key, and certificate data.

            Input data then requires

            • Keystore path
            • Password
            • Key alias
            • Key password
            • Validity
            • Certificate info (cn, ou, o, l, st and c)

            Unfortunately people may type special characters in their passwords and also space is allowed in the certificate info.

            Overall I am worried someone may input some information somewhere that can result in a disastrous command running behind the scenes once this is called (like rm -rf *).

            Is there a way to pass a java properties file with the input information to keytool or is there any way that I can safely escape all the data that is passed as string parameters to keytool?

            I could not find any type of file that keytool could take, even in separate steps, that would eliminate this issue.

            here's the unsafe code (warning: IT'S UNSAFE!!):

            ...

            ANSWER

            Answered 2022-Feb-18 at 23:39

            I believe that invoking the keytool binary directly instead of cmd.exe would do the trick if you don't want the user to inject shell commands.

            Source https://stackoverflow.com/questions/71165077

            QUESTION

            How to replace em dash in a dataframe?
            Asked 2022-Feb-14 at 08:25

            I am trying to remove the 'em dash' from a pandas DataFrame. I have tried a bunch of different suggestions. But none of them are working.

            This is what I have got

            ...

            ANSWER

            Answered 2022-Feb-13 at 20:19

            Use the unicode representation of 'Em dash'

            Source https://stackoverflow.com/questions/71104458

            QUESTION

            Adding syntactic sugar to C++
            Asked 2022-Feb-08 at 15:47
            Edit 2:

            New edit: it looks like C++20 has a new ranges library, which does what I want from the functional point of view. How would something similar be done on C++17 or earlier? Also, would the Kotlin syntactic sugar be possible? Mainly the person example:

            ...

            ANSWER

            Answered 2022-Feb-08 at 03:49

            I'd like to know if it would be possible to do something like:

            Source https://stackoverflow.com/questions/71027960

            QUESTION

            How to create one line plot per color series in Observable Plot?
            Asked 2022-Feb-07 at 11:29

            Description:

            I am playing around with Observable Plot an really like how easy it is to set up simple plots.

            Now I have a little "more advanced" chart that I want to plot and need help.

            In my data, I have multiple temp (temperature) readings recorded at a certain timestamp. Each reading comes from a sensor, and each sensor is attached to a certain device (multiple sensors (e.g., 1-3) can be attached to a single device (e.g., 2)). Thus, one data point might look like the following (see bottom script for a full minimal workabel example):

            ...

            ANSWER

            Answered 2022-Feb-07 at 11:29

            I think what you want is

            Source https://stackoverflow.com/questions/71017484

            QUESTION

            How do I get the "await using" syntax correct?
            Asked 2022-Jan-28 at 00:53

            I have the following synchronous code, which works fine:

            ...

            ANSWER

            Answered 2022-Jan-28 at 00:53

            The await using syntax currently (C# 10) leaves a lot to be desired, regarding its support for configuring the awaiting of IAsyncDisposables. The best we can do is this:

            Source https://stackoverflow.com/questions/70886713

            QUESTION

            Connect stack bar charts with multiple groups with lines or segments using ggplot 2
            Asked 2022-Jan-25 at 12:12

            I am conducting a study of a number of patients with a disease, and using an ordinal scale assessment of functional status at 3 different time points. I want to connect multiple groups in stacked bar charts across these time points.

            I looked at these topics and havent gotten it to work using these suggestions:

            How to position lines at the edges of stacked bar charts

            Is there an efficient way to draw lines between different elements in a stacked bar plot using ggplot2?

            Draw lines between different elements in a stacked bar plot

            Please see the graphical representation of how I ultimately want this figure to look from R (generated in PRISM) of the frequencies of each of these 6 ordinal values across the three time points (top group has no patients with ordinal score 3,5,6):

            Intended FIGURE using PRISM

            Data:

            ...

            ANSWER

            Answered 2022-Jan-24 at 17:15

            I don't think there is an easy way of doing this, you'd have to (semi)-manually add these lines yourself. What I'm proposing below comes from this answer, but applied to your case. In essence, it exploits the fact that geom_area() is also stackable like the bar chart is. The downside is that you'll manually have to punch in coordinates for the positions where bars start and end, and you have to do it for each pair of stacked bars.

            Source https://stackoverflow.com/questions/70837348

            QUESTION

            CTE with additional date lookup returning NULL
            Asked 2022-Jan-05 at 19:37

            I am trying to convert a hierarchy from a currency holiday table to select the specific date occurrence for 2022.

            Source table:

            hol_ccy holiday date_type hol_dt hol_day_no calloc_id base_hol_id CHF Good Friday Date 2022-04-15 00:00:00.000 0 9159 NULL CHF Good Friday Date 2012-04-06 00:00:00.000 0 9169 NULL CHF Easter Monday Ordinal Based 1899-12-30 00:00:00.000 3 9188 9169 CHF Easter Ordinal Based 1899-12-30 00:00:00.000 2 9189 9169 CHF Ascension Ordinal Based 1899-12-30 00:00:00.000 39 9190 9189 CHF Whit Monday Ordinal Based 1899-12-30 00:00:00.000 50 9191 9189 ...

            ANSWER

            Answered 2022-Jan-05 at 19:37

            This is from lptr's comment. I am posting it as a community answer as they did not post it as an answer upon request. lptr, if you chose to post your own answer, please flag this for removal or comment.

            for a single hierarchy of dates (not repeating per year)..

            Source https://stackoverflow.com/questions/70576657

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

            Vulnerabilities

            No vulnerabilities reported

            Install ordinal

            To use soft labels only, see the mk_y_slabs and slab_predict functions in slab/utils.py. For usage examples, see slab/main.py. To use the ordinal triple loss function, see the OrdinalTripletLoss class in otl/utils.py. For usage examples, see otl/main.py.
            To use soft labels only, see the mk_y_slabs and slab_predict functions in slab/utils.py. For usage examples, see slab/main.py.
            To use the ordinal triple loss function, see the OrdinalTripletLoss class in otl/utils.py. For usage examples, see otl/main.py.

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            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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