monteCarlo | Monte Carlo simulations stochastic calculus playground | Machine Learning library

 by   laholmes Python Version: Current License: No License

kandi X-RAY | monteCarlo Summary

kandi X-RAY | monteCarlo Summary

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

Monte Carlo simulations + stochastic calculus playground in python. simple_bettor makes wagers which win based on random number (1-100, 51-99 is a win) it runs the simulation for 100 bettors, all starting with 10000, betting 100 each round, and betting until broke or 10000 rounds reached. plotting_bettor is as above, but plots the results using matplotlib. martingale_bettor doubles current wager when the bettor lost in the previous round. also includes a multiple_bettor strategy which randomises the multiple on the current wager. running multiple times enables us to find the optimal increment size. d'Alembert increments the bet size when you lose, decrements on a win. this is a relatively 'safe' strategy, requiring a smaller bankroll. If the number of wins is the same as the number of losses, you will always be in profit by the number of bets. Labouchere is a split martingale system for even-money prop bets. Set desired win x, split into array with sum x, then wager array[0] + array[n-1] (n = array length) repeatedly, removing the items from the list in the case of a win, adding the amount lost to the tail of the list in the case of a loss. continue til won, or broke. bankroll is the limiting factor/risk as usual, as losses cause bets to become increasingly large.
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            kandi-support Support

              monteCarlo has a low active ecosystem.
              It has 1 star(s) with 1 fork(s). There are 2 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              monteCarlo has no issues reported. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of monteCarlo is current.

            kandi-Quality Quality

              monteCarlo has 0 bugs and 0 code smells.

            kandi-Security Security

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

            kandi-License License

              monteCarlo 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

              monteCarlo releases are not available. You will need to build from source code and install.
              monteCarlo has no build file. You will be need to create the build yourself to build the component from source.
              It has 318 lines of code, 9 functions and 5 files.
              It has low code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed monteCarlo and discovered the below as its top functions. This is intended to give you an instant insight into monteCarlo implemented functionality, and help decide if they suit your requirements.
            • Calculates the martingale coefficient .
            • Generate multiple betor .
            • Calculate d Alember t Alembert
            • Generate Bayouchere .
            • Plots a simple betor .
            • Roll dice .
            Get all kandi verified functions for this library.

            monteCarlo Key Features

            No Key Features are available at this moment for monteCarlo.

            monteCarlo Examples and Code Snippets

            No Code Snippets are available at this moment for monteCarlo.

            Community Discussions

            QUESTION

            AnyLogic: Monte Carlo Simulation for total delay time in a Discrete Event Simulation
            Asked 2022-Mar-16 at 04:16

            I plan to do a Monte Carlo Simulation, but the introduction on the AnyLogic page does not really help me. I want to vary one parameter via uniform(0,1) and run the model 1000 times and save the results in a excel sheet. My idea was to have a variable called "durchlaufzeit" which takes the Model Time at the sink. So in the sink I say durchlaufzeit = Math.round(time()). Is this a right way to get the total delay time? Or is there any alternative to it?

            The commands in the sink look like this: So at the end of the Discrete Event Simulation I want to write the entire delay time of the simulation into my ExcelSheet ergebnisse. I have created a monte carlo experiment in the following way:

            In my mind MonteCarlo should execute the code I have written into the sink. However, when I run Monte Carlo I have the following problems: If I comment out the problematic code snippets the MonteCarlo Experiment is executed but when I look at my Excel Sheet, there is no data written to it (from the code which is place on the sink). Where could I be mistaken?

            ...

            ANSWER

            Answered 2022-Mar-16 at 04:16

            Here are my findings on your issues

            1. The errors you experiencing in the default UI created for the Monte Carlo experiment are just due to shortcomings of the AnyLogic automatic UI creator.

            2. I don't see any code where you write the durchlaufzeit value to the excel sheet

            3. Are you sure you are closing the Excel sheet after the experiment? Have you completed the Tutorials and viewed the example model son using Excel files? https://anylogic.help/anylogic/connectivity/excel-file.html#excel-file

            That said here is my suggestion:

            If you want to run multi experiments, especially in parralele, you have to provide the file that you will be writing to, from out side the model. Else every instance of Main will create, and override the existing file created by other instances...

            Thus you need a File object on Monte Carlo (or your normal experiment page) and a parameter on main to pass it to.

            I would never use Excel, for various reasons, but rather use a text file. It is small, lightweight, easy to just write in the next line, can be opened in Excel and most importantly - it is thread safe.

            So I would have this setup.

            It is important to remember to close the text file.

            For this simple test I have an event on Main that writes some random data to the textFile parameter on Main which is of type TextFile.

            After running the Monte Carlo experiment for 10 iterations, I get 10 random numbers in the text file.

            Source https://stackoverflow.com/questions/71473480

            QUESTION

            r shiny - Checkbox Issue
            Asked 2022-Jan-25 at 22:54

            This post is a reference to this one R shiny - checkboxes and action button combination issue.

            To summarize the previous post, I want my graphs to be displayed when I click on the "Go" button and updated ONLY when I click on the "Go' button. Currently, after having clicked on "Go" once, they get updated every time you touch the checkboxes. I got some great answers in the previous post but the example I posted ended up being a little too simple and so I'm having a hard time to reproduce the solutions for my current code.

            In the MRE that follows (also from R SHINY - Conditional panel output shifted?), there are 3 conditions/functions (instead of 2). Also, the functions output a list of object (as opposed to 1 graph).

            Here is the code:

            ...

            ANSWER

            Answered 2022-Jan-25 at 07:16

            There is a lot of unnecessary repetition in your code. You can reduce it drastically by using eventReactive and directly pass it to the render* functions - without creating a separate output for each plot - this also avoids the need to use e.g. conditionalPanel or renderUI.

            Please check the follwing

            Source https://stackoverflow.com/questions/70841734

            QUESTION

            R shiny - checkboxes and action button combination issue
            Asked 2022-Jan-24 at 12:54

            I have 2 checkboxes and 1 action button. When clicking on either of the checkboxes, a graph should output BUT only after clicking on the action button. The code I have bellow does this well already. My issue here is that once the action button has been clicked and the graph generated, unclicking the checkbox removes the graph. Similarly, clicking again generates a new graph without clicking on the action button. I would like for the graph to stay on the screen for as long as I dont click on the action button again. I imagine this has to do with "isolating" the checkboxes but Im not too sure how to do so.

            As a side note, imagine there was a third function generating a plot in my server when clicking on the action button (regardless of the checkboxes). Is there a way to code my "showmodal, removemodal" such that the pop up stays while all functions are running (instead of only during the first function)?

            Here is my code

            ...

            ANSWER

            Answered 2022-Jan-22 at 06:58

            The modal is working well, because both functions take so little time to run it creates de sensation than is there less than it should be. We can show this by adding a sys.sleep to simulate a long calculation.

            Regarding the checkboxes, using conditionalPanel will hide or show the plots independently of the presence of isolate inside the server. A workaround is just to return NULL when the checkbox is not clicked.

            Source https://stackoverflow.com/questions/70810287

            QUESTION

            R SHINY - Conditional panel output shifted?
            Asked 2022-Jan-24 at 03:58

            This post is related to R shiny - Checkbox and conditional panels issues. I have here managed to create an MRE of the problem.

            To sum it up again, when clicking on the second checkbox OR the first and second checkbox at the same time, the data frame output is shifted... I would like it to be displayed at the same position as it is when you click on the first checkbox.

            ...

            ANSWER

            Answered 2022-Jan-24 at 03:25

            Use of renderUI() should help you. Try this

            Source https://stackoverflow.com/questions/70828547

            QUESTION

            how to find if a point x,y is inside a given rectangle in monte carlo integration
            Asked 2021-Oct-26 at 20:25

            I am doing monte-carlo-integration of a rectangle that contains rectangle/s inside the enclosing rectangle. I want to find out the area of rectangle that is not covered by any of embedded rectangle.

            Below are the class of rectangle and the montecarlo integration. I need help in checking whether a point is inside a given rectangle (def inside(...)). I get the error

            ...

            ANSWER

            Answered 2021-Oct-26 at 20:25

            Main issue:

            • Method inside when used by method area expects a list of rectangles
            • Method inside when used inside unittests such as testInsideRectBorderline1Y, expects a single rectange.
            • Modified method inside so it takes one or more rectangles

            Code

            File rectangle.py

            Source https://stackoverflow.com/questions/69722228

            QUESTION

            How to use Flutter hive for creating a mark as fabourite button?
            Asked 2021-Oct-19 at 09:51

            I am developing a Quotes app as a beginner Practice project in flutter. I have multiple pages in my app. Right now I want to create an icon button which will perform as a bookmark (Mark as favourite) for the user.And in the app bar there will be a favourite option where the user can find those marked page number.Local databse seems too confusing to me.How can i use Hive for that problem.

            ...

            ANSWER

            Answered 2021-Oct-19 at 09:51

            To bookmark or add favorites you need to persist the quotes. For that, you need to add these two packages https://pub.dev/packages/hive and https://pub.dev/packages/hive_flutter. What you are asking is for the whole code so I suggest you go through this easy documentation for hive implementation. https://docs.hivedb.dev/#/README

            For a quick overview refer to this code.

            After initializing await Hive.initFlutter(); and opening a box await Hive.openBox('testBox'); in main().

            Make a box reference in your respective class then add the value box.put('key', 'Value'); Hive stores data in key-value pairs.

            Source https://stackoverflow.com/questions/69626414

            QUESTION

            How to add a mark as fabourtie icon in my flutter app?
            Asked 2021-Oct-06 at 16:44

            I am developing a Quotes app as a beginner in flutter.I have multiple page in my app.Right now i want to create an icon button which will perform as a bookmark(Mark as fabourite) for the user.So i added the flutter fabourite button in my app.Initially it stays white and when i touch it ,it becomes red,which i wants.But when i move to another page and get back to the previous one(Where the fabourite icon was added) the button become white...I want it to stay red unles the user touch it again.I just want it to be used as an marked as fabourite icon...What can i do now?

            ...

            ANSWER

            Answered 2021-Oct-06 at 16:44

            The issue is that you are not storing the state of the _isFavorite anywhere, that's what we use StatefulWidget for, is to keep track of state (and changes to it)

            At the start of your class, declare a bool to track this value in:

            Source https://stackoverflow.com/questions/69469404

            QUESTION

            How to align a text widget in the bottom left corner of my flutter app?
            Asked 2021-Oct-05 at 07:04

            I am deeveloping a Quotes app as a beginner in flutter.So i was using image and text both to make those Quotes aesthetically more appealing.Right now i want to add a simple Number in the bottom left corner of my app.Its for showing the user which page they are Right now,whatever i was doing it was showing me error.Kindly help if possible.[Here p1(),p2() etc are the some of the page i created]

            ...

            ANSWER

            Answered 2021-Oct-05 at 07:04

            Wrap The Widget in Align widget

            Source https://stackoverflow.com/questions/69445651

            QUESTION

            In Julia set random seed and not generating same values if calling a function from different parts of program
            Asked 2021-Sep-24 at 07:29

            I have a Julia program which runs some montecarlo simulations. To do this, I set a seed before calling the function that generates my random values. This function can be called from different parts of my program, and the problem is that I am not generating same random values if I call the function from different parts of my program.

            My question is: In order to obtain the same reproducible results, do I have to call this function always from the same part of the program? Maybe this questions is more computer science related than language programming itself.

            I thought of seeding inside the function with an increasing index but I still do not get same results.

            ...

            ANSWER

            Answered 2021-Sep-24 at 07:29

            it is easier to have randomness according to which are your needs if you pass to your function a RNG (random number generator) object as parameter.

            For example:

            Source https://stackoverflow.com/questions/69306498

            QUESTION

            How to solve stack widget problem in flutter pageview?
            Asked 2021-Sep-17 at 13:02

            Im developing a quotes app as a beginner in flutter.I had used a stack widget to use both image and text in the center of my screen.And added "pageview widget" to have multiple page in my app.But the problem im facing is,whenever im trying to swipe the page,image get swiped but the text stayed the same.I mean the fist page "Text", still showing in the middle of 2nd page.Moreover i cant drag to the next page while touching the letter,its only being done via touching above or under the letter.I just wants to have a simple multipage app with text and image. How can i solve this Problem?

            ...

            ANSWER

            Answered 2021-Sep-17 at 13:02

            Try putting Stack inside PageView children.

            Source https://stackoverflow.com/questions/69223663

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

            Vulnerabilities

            No vulnerabilities reported

            Install monteCarlo

            You can download it from GitHub.
            You can use monteCarlo 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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