Nicolas Dickreuter

Poker. Fully functional Pokerbot that works on PartyPoker, PokerStars and GGPoker, scraping tables with Open-CV (adaptable via gui) or neural network and making decisions based on a genetic algorithm and montecarlo simulation for poker equity calculation. Binaries can be downloaded with this link:

neuron_poker. Texas holdem OpenAi gym poker environment with reinforcement learning based on keras-rl. Includes virtual rendering and montecarlo for equity calculation.

betfair-horse-racing. A fully functional automated horse racing trading system for betfair in python. Collects data, uses a neural network to analyse the data, makes trading recommendations and places the bets before races start.

52_deck_card_recognition. Recognises cards of the 52 standard card deck with a convolutional neural network (cnn)

PokerEquityCalculator. C++ implementation of a poker equity calculator as montecarlo simulation

tf_rl. Refinforcement learning framework

raspberry_environment_analysis. Analysis temperature and other environment factors such as noise and sends email alerts

poker_ai. 🤖 An Open Source Texas Hold'em AI

cgt-share-matching-web. Uk Capital gains tax calculator with share matching algorithm

betfair-bot-frontend. Betfair bot react frontend

nanoGPT. The simplest, fastest repository for training/finetuning medium-sized GPTs.

Pluribus. Implementation of Pluribus by Noam Brown & Tuomas Sandholm, introduced in the paper "Superhuman AI for multiplayer poker".

astronomy. Astronomy work

pandas. Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

gym. A toolkit for developing and comparing reinforcement learning algorithms.

tf-quant-finance. High-performance TensorFlow library for quantitative finance.

keras-rl. Deep Reinforcement Learning for Keras.