pamela | Probabalistic Advanced Modeling and Execution Learning | Machine Learning library

 by   dollabs HTML Version: Current License: Apache-2.0

kandi X-RAY | pamela Summary

kandi X-RAY | pamela Summary

pamela is a HTML library typically used in Artificial Intelligence, Machine Learning applications. pamela has no bugs, it has no vulnerabilities, it has a Permissive License and it has low support. You can download it from GitHub.

Probabalistic Advanced Modeling and Execution Learning Architecture (PAMELA). The goal of PAMELA is to design and implement a new probabilistic modeling language that extends the current state of the art process modeling languages, such as RMPL by adding first class probability variables. The compiler will not only compile the model into an automata representation such as a "Probabilistic Hierarchical Constraint Automata" (PHCA), but it will also synthesize a learning algorithm to bind the probabilistic variables using machine learning algorithms, appropriate for the program. This approach reduces the need for the programmer to be an expert in machine learning algorithms freeing the programmer to write models that employ probability values. One of our initial focuses has been on developing language constructs to support Temporal Planning Network (TPN) for consumption by a suitable TPN execution engine.

            kandi-support Support

              pamela has a low active ecosystem.
              It has 237 star(s) with 15 fork(s). There are 15 watchers for this library.
              It had no major release in the last 6 months.
              There are 28 open issues and 71 have been closed. On average issues are closed in 98 days. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of pamela is current.

            kandi-Quality Quality

              pamela has no bugs reported.

            kandi-Security Security

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

            kandi-License License

              pamela 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

              pamela releases are not available. You will need to build from source code and install.
              Installation instructions are not available. Examples and code snippets are available.

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            pamela Key Features

            No Key Features are available at this moment for pamela.

            pamela Examples and Code Snippets

            No Code Snippets are available at this moment for pamela.

            Community Discussions


            Convert string expression to date type in PowerShell
            Asked 2021-Jun-07 at 14:35

            I have below code in PS:



            Answered 2021-Jun-07 at 14:35

            Tried with your code and get the time, it looks like "2/16/2021 5:55:03 AM":

            So I format the string with 'M/d/yyyy H:mm:ss tt'.



            Sorting a list of nested dictionaries in Python
            Asked 2021-Mar-30 at 10:22

            I have something like



            Answered 2021-Mar-30 at 10:22

            Try this:

            sorted(grades, key = lambda x: sorted([m['score'] for m in x['marks']], reverse=True), reverse = True)

            Where grades is your list of dictionaries. With sorted you can sort by a key.



            Upload a Stream to Azure Blob Storage using REST API without Azure SDK
            Asked 2021-Mar-04 at 16:53

            I wish to upload files in the form of a stream into Azure Storage but I don't want to use Azure SDK instead I want to do it in a more generic way using REST API and not BlobServiceClient.

            Is there a way to do so? The reference links for the same can be found here:



            But the links mentioned here propose a solution using Azure SDK. I want to do it without Azure SDK

            Here's the code:



            Answered 2021-Mar-04 at 06:03

            You can try using Azure REST API for the Blob Operations. You can find REST API's for Blob here - Operations on Blob

            The question is how are you going to handle stream upload at runtime. Azure SDK supports the stream upload. However in case of REST API, you'll need to handle that by yourself.

            Uploading stream or parallel data you'll need some wrapper around this REST API Calls to achieve that

            Hope you find this useful.



            Python combine integer columns to create multiple columns with suffix
            Asked 2021-Feb-04 at 05:09

            I have a dataframe with a sample of the employee survey results as shown below. The values in the delta columns are just the difference between the FY21 and FY20 columns.



            Answered 2021-Feb-04 at 05:09


            Group by descending average test score?
            Asked 2021-Jan-30 at 02:55

            I need help in LINQ, I need to group a list of students based on the calculated average in a rage There is a student class :



            Answered 2021-Jan-30 at 02:39

            Something like that I suppose ?




            How to get an Array of items contained in a List
            Asked 2021-Jan-29 at 03:25

            I have to find the names passing through the parameter array in the List with lambda. Should I have to iterate for searching equal names from the array?



            Answered 2021-Jan-29 at 03:07

            I am only going to focus on the actual Lambda. Matching the exact output results is up to you

            However, you can just use Contains

            Determines whether a sequence contains a specified element.



            compare multiple arrays for same elements in swift
            Asked 2021-Jan-09 at 19:22

            I'm new to swift and programming in general. I have multiple arrays of names in a database and I need to check for same names in these arrays. I've found some solutions to compare two arrays, but not multiple so I wrote some additional code. But performance wise it's not the best practice I think. And also not the best way to add first all the names and then remove the duplicates..

            Does anyone has any better ideas/solutions for my problem?




            Answered 2021-Jan-09 at 19:22

            If your intent is to just check if a name occurs in more than one collection I think the best way to approach this is creating a single collection with all the names and filter the duplicates as shown in this post



            Kubernetes CronJob is executing 3 times instead of 1
            Asked 2021-Jan-06 at 10:47

            I have a cronjob that I want to execute twice a day, at 7h and 19h.

            Here is the definition.



            Answered 2021-Jan-06 at 10:47

            The first item in a cron schedule is the minute. The first * in your cron schedule * 7,19 * * * matches every minute between 7:00 and 7:59 (and also every minute between 19:00 and 19:59). In therory, your cron job should not run twice, but 120 times per day using this schedule.

            To execute your cron job at exactly 7:00 and 19:00, use 0 7,19 * * * as schedule.

            For reference, the Kubernetes documentation on CronJob resources contains more information on the cron schedule format and itself links to the BSD cron documentation.



            Convert firestore document into a flutter class
            Asked 2020-Dec-01 at 15:48

            I have a class called Consultant where I collect data from the user for my app.



            Answered 2020-Nov-30 at 13:08

            To convert data from firestore in a local class you can create a constructor method in your class:



            How to write a shell script to swap columns in txt file?
            Asked 2020-Nov-30 at 10:58

            I was trying to solve one of my old assignment I am literally stuck in this one Can anyone help me?

            There is a file called "datafile". This file has names of some friends and their

            ages. But unfortunately, the names are not in the correct format. They should be

            lastname, firstname

            But, by mistake they are firstname,lastname

            The task of the problem is writing a shell script called fix_datafile

            to correct the problem, and sort the names alphabetically. The corrected filename

            is called datafile.fix .

            Please make sure the original structure of the file should be kept untouched.

            The following is the sample of datafile.fix file:

            #personal information

            #******** Name ********* ***** age *****

            Alexanderovich,Franklin 47

            Amber,Christine 54

            Applesum,Franky 33

            Attaboal,Arman 18

            Balad,George 38

            Balad,Sam 19

            Balsamic,Shery 22

            Bojack,Steven 33

            Chantell,Alex 60

            Doyle,Jefry 45

            Farland,Pamela 40

            Handerman,jimmy 23

            Kashman,Jenifer 25

            Kasting,Ellen 33

            Lorux,Allen 29

            Mathis,Johny 26

            Maxter,Jefry 31

            Newton,Gerisha 40

            Osama,Franklin 33

            Osana,Gabriel 61

            Oxnard,George 20

            Palomar,Frank 24

            Plomer,Susan 29

            Poolank,John 31

            Rochester,Benjami 40

            Stanock,Verona 38

            Tenesik,Gabriel 29

            Whelsh,Elsa 21



            Answered 2020-Nov-28 at 14:04

            If you can use awk (I suppose you can), than this there's a script which does what you need:


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


            No vulnerabilities reported

            Install pamela

            You can download it from GitHub.


            Please see CONTRIBUTING for details on how to make a contribution. PAMELA is currently under heavy development and has not yet been tagged with official "release". In this pre-release state the PAMELA API and functionality is subject to change.
            Find more information at:

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