PRL | earning algorithm implementation for Python | Machine Learning library
kandi X-RAY | PRL Summary
kandi X-RAY | PRL Summary
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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Top functions reviewed by kandi - BETA
- 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 .
PRL Key Features
PRL Examples and Code Snippets
Community Discussions
Trending Discussions on PRL
QUESTION
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 08:22Convert ouput of function to Series
and use DataFrame.stack
:
QUESTION
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 04:40It seems like you're using MySQL version that support window function. If so, then try this:
QUESTION
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 14:06I 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:
QUESTION
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 23:27This is almost valid JSON, except the final line seems to be truncated. Pandas can import dictionaries with almost no pain:
QUESTION
Consider the following Scribble document:
...ANSWER
Answered 2021-Dec-10 at 19:54The 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
.
QUESTION
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 11:20You're confusing equality checks with pattern matching. Intuitively, all of the following should be the same:
QUESTION
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 18:24Removed
QUESTION
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 07:38looks like you want join normally and do left_join
QUESTION
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 21:30One would typically save the futures as values:
QUESTION
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 22:45There'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.
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Vulnerabilities
No vulnerabilities reported
Install PRL
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.
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