README.md

In cmaerzluft/TexasHoldEm: Analysis of Texas Hold'Em

TexasHoldEm

The goal of TexasHoldEm is to …

Installation

You can install the development version from GitHub with:

# install.packages("devtools")
# devtools::install_github("cmaerzluft/TexasHoldEm")

Rename “fn2()” to “fn()” and remove old fn() function, Applies to: * score_flush/score_flush2 and score_games (which calls score_flush2) * score_pair/score_pair2 and score_games (which calls score_pair2)

To do

1. Code for number of outs to make a better hand

1. need to include code to save actual outs (e.g. 307, 214, etc.) if possible

1. Test pull_value_nonvec vs pull_value - see pull_values_suits.R
2. Versions of code in base R, dplyr/tidyr, dtplyr, and data.table for speed comparison
3. Start working with the real data

1. will need to model betting - including bluffing and stuff. Don’t need to figure out each individual bet though
2. will need to figure out how to handle censored data

1. Develop code that determines how close a hand is to being made using what is available

1. for example, if someone has a 2, 3, 5, & 6. The code should say one card away from a straight.

1. Develop code that figures out how many potential hands can beat the current hand using the community cards plus two unknown cards.

1. for example, if I have a straight is it possible for a higher straight to exist? or can someone make a flush with the cards in the community pile
2. want to include a prediction for someone’s range based on their betting pattern?

1. Start exploring adversarial networks

Agent based model: Need to model a players likelihood of check/raise/fold function(opponent possible hands, P(bluffing), P(successful bluff), change of getting a better hand) Need to model a players hand range: possible_hands = function(P(bluffing), previous_bets*weights_previous/pot_size or bank_size) P(bluffing) - should be truncated normal with min = 0, max = 1, calibrated average (how aggressive a player is) and calibrated standard deviation (how predictable are they) should be a function of community card characteristics

cmaerzluft/TexasHoldEm documentation built on June 11, 2021, 2:46 p.m.