PRL | earning algorithm implementation for Python | Machine Learning library

 by   makgyver Python Version: 0.9b0 License: MIT

kandi X-RAY | PRL Summary

kandi X-RAY | PRL Summary

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

PRL is a preference learning algorithm which learns the maximal margin hypothesis by incrementally solving a two-player zero-sum game. The algorithm has theoretical guarantees about its convergence to the optimal solution. PRL has been presented @ AAAI 2019; the reference paper is:. M. Polato and F. Aiolli, "Interpretable preference learning: a game theoretic framework for large margin on-line feature and rule learning", AAAI 2019.
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              PRL has a low active ecosystem.
              It has 5 star(s) with 1 fork(s). There are 2 watchers for this library.
              OutlinedDot
              It had no major release in the last 12 months.
              PRL has no issues reported. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of PRL is 0.9b0

            kandi-Quality Quality

              PRL has 0 bugs and 0 code smells.

            kandi-Security Security

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

            kandi-License License

              PRL is licensed under the MIT License. This license is Permissive.
              Permissive licenses have the least restrictions, and you can use them in most projects.

            kandi-Reuse Reuse

              PRL releases are not available. You will need to build from source code and install.
              Deployable package is available in PyPI.
              Build file is available. You can build the component from source.
              Installation instructions are not available. Examples and code snippets are available.

            Top functions reviewed by kandi - BETA

            kandi has reviewed PRL and discovered the below as its top functions. This is intended to give you an instant insight into PRL implemented functionality, and help decide if they suit your requirements.
            • Initialize the model .
            • Manage options .
            • Get the pref representation of the feature .
            • Apply k_fun to two points
            • Solve matrix M .
            • Compute the column .
            • Calculate balanced accuracy .
            • Get preference value for given parameter .
            • Computes the confusion matrix .
            • Calculate accuracy .
            Get all kandi verified functions for this library.

            PRL Key Features

            No Key Features are available at this moment for PRL.

            PRL Examples and Code Snippets

            No Code Snippets are available at this moment for PRL.

            Community Discussions

            QUESTION

            Pandas 0.19.0 explode() workaround
            Asked 2022-Mar-29 at 08:26

            Good Day everyone!

            I need help with alternatives or a workaround for explode() in pandas 0.19.0 I have this csv files

            ...

            ANSWER

            Answered 2022-Mar-29 at 08:22

            Convert ouput of function to Series and use DataFrame.stack:

            Source https://stackoverflow.com/questions/71658556

            QUESTION

            MySQL: Finding the most efficient use of INNER JOIN with subquery
            Asked 2022-Feb-24 at 04:40

            I have a working query using INNER JOIN and a subquery but was wondering if there is a more effient way of writing it.

            ...

            ANSWER

            Answered 2022-Feb-24 at 04:40

            It seems like you're using MySQL version that support window function. If so, then try this:

            Source https://stackoverflow.com/questions/71246774

            QUESTION

            Why does my code about Bracket Fixing hangs?
            Asked 2022-Jan-03 at 14:06

            My code makes an incomplete combination of expressions with closing brackets")" to a complete combination of expressions with the right placement of Opening Brackets "(". If closing brackets and opening brackets are still not equal, make the first expressions to the last a priority, if still not equal, make an opening bracket to the first index. Three expressions maximum (expression = digit operator digit).

            Sample Input: 4 + 3 ) * 4 - 2 ) * 6 - 6 ) ) )

            Sample Output: ((4 + 3 ) * ((4 - 2 ) * (6 - 6 ) ) )

            My code works when theres only 1-2 closing brackets placed. if its more than two, the program hangs.

            source code:

            ...

            ANSWER

            Answered 2022-Jan-03 at 14:06

            I believe the problem is with your final while loop.

            The problem is that you are running through Str (your original string), looking for opening parentheses. However, your original string 4 + 3 ) * 4 - 2 ) * 6 - 6 ) ) ) does not contain any opening parentheses, so Str.charAt(j)=='(' is never true and temp never gets incremented to match pr. Hence the condition temp!=pr is always true, so the while loop keeps executing.

            You probably want to change all occurrences of Str in this loop to Strr, which is the string you have been inserting opening parentheses into.

            You will then reach a problem with the following line:

            Source https://stackoverflow.com/questions/70565387

            QUESTION

            Reading an Asterix file from JSON output
            Asked 2021-Dec-14 at 10:27

            Trying to convert a radar data file, that was sent to me in JSON format, to manageable DataFrame.

            The first three lines of the file look like this:

            ...

            ANSWER

            Answered 2021-Dec-09 at 23:27

            This is almost valid JSON, except the final line seems to be truncated. Pandas can import dictionaries with almost no pain:

            Source https://stackoverflow.com/questions/70297916

            QUESTION

            Debugging Scribble's (need a pre-part for decode) error
            Asked 2021-Dec-11 at 02:31

            Consider the following Scribble document:

            ...

            ANSWER

            Answered 2021-Dec-10 at 19:54

            The problem is that scribble/html is not connected to scribble/manual, and the "element" constructed there is an HTML element. You can't use the functions from scribble/html in a document like this.

            If you want a block quote in scribble, you probably want to use nested-flow.

            Source https://stackoverflow.com/questions/70309539

            QUESTION

            Modifying a list using recursion
            Asked 2021-Nov-21 at 11:20

            I have a list with elements of type LocalType (defined below), I wish to modify this list in function of which subtptype the element is belonging too. An element of type End stays in the list of type End. For an element of type Prl (End Bar End), the first End shall stay in the list, the second End shall be appended to the list. E.g [End, (Prl s Bar ss)] -> [End, s, ss] E.g [End, End Bar End] -> [End, End, End] This is how I thought of implementing it,

            ...

            ANSWER

            Answered 2021-Nov-21 at 11:20

            You're confusing equality checks with pattern matching. Intuitively, all of the following should be the same:

            Source https://stackoverflow.com/questions/70053591

            QUESTION

            Issue with data insert not finding an Id
            Asked 2021-Oct-28 at 18:24

            In my project, I have in place a quoting system. This worked before, I have made changes to some of the things that are involved. The changes were made a while ago and I just had to do a quote and it is failing on the insert of Parts in the QuoteDetail table.

            The error is that it cannot find Eparts_ProductMasterId. Eparts is a SQL view and I am not inserting it into this, it is read-only. I am pulling the info from the cart, but need it to find other info from this table. Which according to my locals, I have everything I need, all it has to do is insert it into the QuoteDetails table.

            Also I am not inserting the ProductMasterId into the QuoteDetails table. It fails on the db.SaveChanges();

            Before I go posting a bunch of code I will post the part that is failing and if you need to see more I will post what you need. I am not even calling a ProductMasterId and ProductMasterId is part of the SQL View.

            Here is the part that fails to save. It passes the if and goes to the else and is not a complete part.

            ...

            ANSWER

            Answered 2021-Oct-28 at 18:24

            QUESTION

            Keep and label rows after joining dplyr
            Asked 2021-Jul-30 at 07:38

            I have two dataframe which I want to join normally i do inner_join which gives only the one which are present in both dataframe and rest and not shown in my output.

            How to do innerjoin and keep all the rows and assign label

            First dataframe

            ...

            ANSWER

            Answered 2021-Jul-30 at 07:38

            looks like you want join normally and do left_join

            Source https://stackoverflow.com/questions/68586899

            QUESTION

            Scala futures - how to end on completion?
            Asked 2021-Jul-12 at 21:30

            I've inherited some code from an ex-coworker where he started using futures (in Scala) to process some data in Databricks.

            I split it into chunks that complete in a similar time period. However there is no output, and I know they aren't using onSuccess or Await or anything.

            The thing is, the code finishes running (doesn't return output) but the block in Databricks keeps executing until the thread.sleep() part.

            I'm new to Scala and futures and am not sure how I can just exit the notebook once all the futures finish running (should i just use dbutils.notebook.exit() after the future blocks?)

            Code is below:

            ...

            ANSWER

            Answered 2021-Jul-12 at 21:30

            One would typically save the futures as values:

            Source https://stackoverflow.com/questions/68353742

            QUESTION

            How to run "invd" instruction with disabled SMP support?
            Asked 2021-Mar-14 at 06:04

            I'm trying to execute "invd" instruction from a kernel module. I have asked a similar question How to execute “invd” instruction? previously and from @Peter Cordes's answer, I understand I can't safely run this instruction on SMP system after system boot. So, shouldn't I be able to run this instruction after boot without SMP support? Because there is no other core running, therefore there is no change for memory inconsistency? I have the following kernel module compiled with -o0 flag,

            ...

            ANSWER

            Answered 2021-Mar-13 at 22:45

            There's 2 questions here:

            a) How to execute INVD (unsafely)

            For this, you need to be running at CPL=0, and you have to make sure the CPU isn't using any "processor reserved memory protections" which are part of Intel's Software Guard Extensions (an extension to allow programs to have a shielded/private/encrypted space that the OS can't tamper with, often used for digital rights management schemes but possibly usable for enhancing security/confidentiality of other things).

            Note that SGX is supported in recent versions of Linux, but I'm not sure when support was introduced or how old your kernel is, or if it's enabled/disabled.

            If either of these isn't true (e.g. you're at CPL=3 or there are "processor reserved memory protections) you will get a general protection fault exception.

            b) How to execute INVD Safely

            For this, you have to make sure that the caches (which includes "external caches" - e.g. possibly including things like eDRAM and caches built into non-volatile RAM) don't contain any modified data that will cause problems if lost. This includes data from:

            • IRQs. These can be disabled.

            • NMI and machine check exceptions. For a running OS it's mostly impossible to stop/disable these and if you can disable them then it's like crossing your fingers while ignoring critical hardware failures (an extremely bad idea).

            • the firmware's System Management Mode. This is a special CPU mode the firmware uses for various things (e.g. ECC scrubbing, some power management, emulation of legacy devices) that't beyond the control of the OS/kernel. It can't be disabled.

            • writes done by the CPU itself. This includes updating the accessed/dirty flags in page tables (which can not be disabled), plus any performance monitoring or debugging features that store data in memory (which can be "not enabled").

            With these restrictions (and not forgetting the performance problems) there are only 2 cases where INVD might be sane - early firmware code that needs to determine RAM chip sizes and configure memory controllers (where it's very likely to be useful/sane), and the instant before the computer is turned off (where it's likely to be pointless).

            Guesswork

            I'm guessing (based on my inability to think of any other plausible reason) that you want to construct temporary shielded/private area of memory (to enhance security - e.g. so that the data you put in that area won't/can't leak into RAM). In this case (ironically) it's possible that the tool designed specifically for this job (SGX) is preventing you from doing it badly.

            Source https://stackoverflow.com/questions/66618299

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

            Vulnerabilities

            No vulnerabilities reported

            Install PRL

            You can install using 'pip install PRL' or download it from GitHub, PyPI.
            You can use PRL 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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            Install
          • PyPI

            pip install prl

          • CLONE
          • HTTPS

            https://github.com/makgyver/PRL.git

          • CLI

            gh repo clone makgyver/PRL

          • sshUrl

            git@github.com:makgyver/PRL.git

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