An asynchronous Python package for https://understat.com/.

A machine learning/statistical model to derive prediction probabilities for football matches of the top european leagues.

MasterAI 1.0 - 1v1 Limit Texas Hold'em AI /德州AI / 一对一限注德州扑克AI / 一對多限注德州撲克AI - CFR solver, Monte Carlo, real-time decision engine

Simple python package to identify optimal bet size and odds using basic Kelly Criterion and Expected Values.

Picks-only +EV decision-support for football & basketball: read-only odds ingestion, vig-stripped sharp-vs-soft edges (Pinnacle/Betfair anchors), fractional-Kelly stake suggestions (informational), live closing-line-value tracking. Never places bets.

Multi-sport prop betting engine. XGBoost models + FanDuel odds + PrizePicks lines. NBA (17 models) and Tennis (7 models).

世界杯双轨盘口分析看板:传统庄家盘(The Odds API)× Polymarket 预测市场,背离研判 + 大小球EV + 波胆 + 跨庄套利 + 下注建议。FastAPI 单页,120 tests。

Data-driven framework for analyzing decision-making under uncertainty using real poker hand histories. Extracts structured features, computes EV, variance, drawdown, and tail risk, and generates visual analytics to evaluate context-dependent risk/return dynamics.

Interactive probability education tool- place bets on coin flips, dice rolls, and a card-sum market with real-time EV analysis, dynamic bias pricing, and bank managementbetgame

Strategic Flip7 simulator built with React and Vite, featuring real-time bust risk, EV-based HIT/STAY recommendations, and Monte Carlo probability analysis.

Free EV calculator for scratch tickets & lottery. Compare expected value before and after taxes.

Texas Hold'em equity calculator using Monte Carlo simulation that computes win probability and EV-based betting advice across all streets.

Educational probability engine for Cash4Life demonstrating mathematical truth about lottery odds. Created by Shilezi. Live demo: https://shilezi.github.io/cash4life-probability-analyzer/

Honest Monte Carlo for prop-firm trading challenges: P(pass) and EV after the fee. Most challenges are -EV by construction. CLI + browser calculator, stdlib only.

Binomial distribution expected value.

🃏Blackjack Simulator: basic strategy generation, best move analysis, expected value (EV) calculation. With card counting, deviations & multiple rulesets. Multithreaded.

Developed an expected strokes model to identify player performance for the 2011 PGA TOUR Championship

In this project, the inverse normal Cumulative Distribution Function (CDF), Monte Carlo Expected Value have been implemented with the help of Python functions.

🐸 Explore the Value Function Strategy for random frog jumps in this project, inspired by my YouTube video "Frog Jumps Randomly | Value Function Strategy".