pluribus | Python implementation of Pluribus , a No-Limits Hold | Artificial Intelligence library

 by   zanussbaum Python Version: Current License: No License

kandi X-RAY | pluribus Summary

kandi X-RAY | pluribus Summary

pluribus is a Python library typically used in Artificial Intelligence applications. pluribus has no bugs, it has no vulnerabilities, it has build file available and it has low support. You can download it from GitHub.

This will follow suit from some other reimplementations ([i.e.] and aim to reimplemnt the main features of the Pluribus paper. This includes the equlibrium finding and depth limited solving. Currently, we will not implement the abstraction portion of the paper. We hope to extend this to Flop Hold’em. [Kuhn Poker] === Kuhn poker is a simplified game of poker where each player is given one card from a set of 3 cards. The third card is set aside. High card wins. We implement a variation of Kuhn poker where the three cards are chose from a set of 5 cards for three players. [Leduc Hold’em] === Leduc Hold’em is a poker variant where each player is dealt a card from a deck of 3 cards in 2 suits. The first round consists of a pre-flop betting round. The second round consists of a post-flop betting round after one board card is dealt. There is a two bet maximum per round, with raise sizes of 2 and 4 for each round. Each player antes 1 before the game starts. Here is the game tree for one round of the game ![Leduc Tree] resources/images/leduc_tree.png "Leduc Hold’em One Round Tree").
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            kandi-support Support

              pluribus has a low active ecosystem.
              It has 83 star(s) with 18 fork(s). There are 14 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 3 open issues and 2 have been closed. On average issues are closed in 2 days. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of pluribus is current.

            kandi-Quality Quality

              pluribus has 0 bugs and 0 code smells.

            kandi-Security Security

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

            kandi-License License

              pluribus 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

              pluribus releases are not available. You will need to build from source code and install.
              Build file is available. You can build the component from source.
              It has 1075 lines of code, 79 functions and 16 files.
              It has high code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed pluribus and discovered the below as its top functions. This is intended to give you an instant insight into pluribus implemented functionality, and help decide if they suit your requirements.
            • Train the strategy
            • Extract the rewards for a given traverser
            • Check if the game is a terminal
            • Update the strategy
            • Take action
            • Calculates player s payoff
            • Get info set
            • Play the game
            • Calculates the regrets search
            • Update the strategy search
            • Perform a search
            • Play a pluribus turn
            • Find the strategy for the given action
            • Calculate the playout of a player
            • Calculate the rollout of a player
            • Calculate the average strategy
            • Bias the given strategy
            • Check if a round is reached
            • Calculate the expected utility
            • Calculate the average cost
            Get all kandi verified functions for this library.

            pluribus Key Features

            No Key Features are available at this moment for pluribus.

            pluribus Examples and Code Snippets

            No Code Snippets are available at this moment for pluribus.

            Community Discussions

            QUESTION

            Use different bar color in seaborn barplot
            Asked 2022-Jan-30 at 19:07

            I am trying to choose a specific color for each bar in the following bar plot:

            Given we have the following pandas Series with variable win_corr:

            ...

            ANSWER

            Answered 2022-Jan-30 at 19:07

            Use the palette parameter instead of color

            Source https://stackoverflow.com/questions/70917937

            QUESTION

            How to create horizontal barplot from pandas series using seaborn?
            Asked 2022-Jan-30 at 16:30

            I would like to plot the the following series using seaborn horizontally:

            ...

            ANSWER

            Answered 2022-Jan-30 at 16:30

            I think you just need to swap win_corr.index and win_corr.values

            Source https://stackoverflow.com/questions/70916185

            QUESTION

            create subgroups for variable
            Asked 2020-Oct-16 at 13:25

            I have received a data set about the ingredients of sweets of different brands, as well as information about prices in percent, sugar and profit in percent. The information on the ingredients are dummy variables, where 0 means that the characteristic is not present and 1 means that it is present. The other variables are numerical and represent the sugar content of a candy, the price of a product. Profit per Produt is a character variable. The goal is to select a statistical method to determine consumer preferences and to make a prognosis for a new product. I would like to implement the solution for this in R.

            My goal is to split the variable "winpercent" into two subgroups.If the value > 43,078,911, winner, if the value < 43,078,911, loser. What would the solution look like in R?

            dpt(rbind(head(Sweets.df, 10), tail(Sweets.df, 10)))

            ...

            ANSWER

            Answered 2020-Oct-14 at 10:42

            Your winpercent isn't numeric (notice the quotes around the numbers and .s as separators) so we'll first address that, then we'll create a new variable based on the values:

            Source https://stackoverflow.com/questions/64351198

            QUESTION

            ValueError: Unsupported 'device_type'
            Asked 2020-Sep-21 at 10:54

            I am new to Python. I have this code in Python:

            ...

            ANSWER

            Answered 2020-Sep-20 at 11:15

            This error is specific to netmiko. The error text says the list of supported device_type values. To solve the error, fix the below in your code.

            device_type='cisco_ios'

            The device type should contain small cisco_ios instead of Cisco_ios.

            Source https://stackoverflow.com/questions/63978218

            QUESTION

            Calculate mean over columns using double for-loops
            Asked 2020-Sep-08 at 15:12

            I have the following table

            ...

            ANSWER

            Answered 2020-Sep-08 at 15:06

            QUESTION

            Problems with CSS multicolumn with tiled background image
            Asked 2020-Jun-12 at 01:16

            I'd like to make a carousel-type scrolling horizontal card view using CSS multicol with column-width, and use a repeating background (such as a white background with a black border) on the element, but I'm having problems.

            The first problem is the background does not tile horizontally past the page width. If I set a width on the multicol element the background repeats to that extent, but that interferes with the natural width.

            The second problem is the column widths change when I horizontally resize the window. I can tell it's trying to tile the columns in a pretty way but I need the widths not to do that or my background gets out of sync.

            ...

            ANSWER

            Answered 2020-Jun-12 at 01:16

            Although there are still bugs I'm tracking down in Safari involving the CSS --variables, I feel I have been able to find an answer to the question! Try it for yourself.

            Source https://stackoverflow.com/questions/62335051

            QUESTION

            How do you get Hyperlinks working in a FlowDocument created from an RTF file
            Asked 2020-Apr-03 at 12:00

            I'm currently using the code below to load the document and subscribe to the hyperlinks in the document. However GetVisuals never returns anything. What do I need to change in order to get it to work?

            We're storing the rtf document in base64 in a database due to the fact that some characters don't translate well to all databases.

            I've tried linking the subscribe to hyperlinks to the IsVisibleChanged, LayoutChanged of the FlowDocumentScrollViewer. A Sample document can be found in a text file here - https://1drv.ms/t/s!AlTc1v3Zi2qjitQ_acN-cG3mtG-8ug?e=HRpV8n

            ...

            ANSWER

            Answered 2020-Apr-03 at 12:00

            After more testing it turns out that the issue is down to the way that the Telerik Document Control that I'm using to configure the documents formats the links rather than the control itself.

            Thank you to those that took the time to look at this even if you didn't answer. A working sample with good and bad rtf files can be found on github here.

            https://github.com/PhoenixStoneham/InformationButtonTester

            Source https://stackoverflow.com/questions/60949139

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

            Vulnerabilities

            No vulnerabilities reported

            Install pluribus

            You can download it from GitHub.
            You can use pluribus 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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            https://github.com/zanussbaum/pluribus.git

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            gh repo clone zanussbaum/pluribus

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            git@github.com:zanussbaum/pluribus.git

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