Live cricket scores and win probability dashboard. Built using Django and CricketData API, featuring dynamic polling, key rotation, and a custom WASP algorithm.
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Apr 18, 2026 - Python
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win-probability
Here are 24 public repositories matching this topic...
Possession-level live win probability model for football using LSTM and GRU on StatsBomb La Liga data, with Poisson goal conversion and proper probabilistic evaluation.
python deep-learning lstm gru poisson time-series-prediction la-liga football-analytics win-probability statsbombpy
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Apr 25, 2026 - Jupyter Notebook
Mechabellum replay and live-match analytics toolkit for data collection, model training, and win probability prediction.
python machine-learning data-collection game-data game-analytics replay-parser win-probability game-replays mechabellum
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Jul 11, 2026 - Python
XGBoost win probability model for MLB games, with WPA, Leverage Index, and a benchmark against classical sabermetrics. Live dashboard with pitch-by-pitch game replay.
python data-science machine-learning typescript nextjs xgboost baseball predictive-modeling mlb data-pipeline sports-data sabermetrics statcast sports-analytics fastapi win-probability
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Sep 3, 2026 - Python
Interactive NFL fourth-down decision audit using nfl4th and nflverse data. Compare coach decisions with modeled win-probability recommendations, identify conservative and aggressive misses, and explore coach decision fingerprints.
python data-science typescript nextjs nfl data-visualization football sports-analytics nflverse win-probability nfl4th
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Aug 13, 2026 - TypeScript
Live win probability, blunder detection, and hidden-team inference for competitive Pokémon Showdown battles — LightGBM on 19k+ ladder replays.
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Jul 30, 2026 - Python
Live per-second round win probability for Counter-Strike 2: spatial control, bomb geometry, calibration, and an out-of-time test. Code, results, and preprint.
machine-learning calibration esports sports-analytics probabilistic-forecasting cs2 counter-strike-2 esports-analytics win-probability out-of-time-evaluation
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Sep 23, 2026 - Python
NBA win probability, momentum, and turning-point analytics engine.
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Jul 7, 2026 - Python
Steel trading sales, marketing and CRM analytics on a Dynamics 365 export: sales funnel, win-probability model and campaign ROI.
python machine-learning scikit-learn power-bi business-intelligence business-analytics marketing-analytics dynamics-365-crm sales-analytics sales-funnel win-probability
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Sep 24, 2026 - Python
Calibrated live win probabilities for men's T20 run chases from a simple logistic model — Brier 0.1114, 55.4% skill vs base rate, every probability bucket within 5pp of observed win rate. Research code for MIT Sloan SSAC27
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Sep 22, 2026 - Python
NFL in-game win probability model on 225k plays from six seasons of nflfastR. XGBoost, log loss 0.485 / AUC 0.841 on the held-out 2023 season. Python + DuckDB.
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May 24, 2026 - Python
Machine learning dashboard for NBA win probability, covering pre-game predictions, live replay, model evaluation, and automated Finals refreshes with Google Cloud.
python nba data-science machine-learning dashboard scikit-learn plotly classification data-pipeline play-by-play sports-analytics cloud-scheduler google-cloud-run streamlit win-probability
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Aug 9, 2026 - Python
An AI-powered IPL match win probability prediction system using XGBoost and live match-state features. The project provides separate predictions for first and second innings and exposes the trained models through a FastAPI backend for real-time web predictions.
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Sep 1, 2026 - HTML
Multi-level probabilistic framework linking risk-adjusted soccer action values to match-outcome context.
machine-learning pymc probabilistic-modeling sports-analytics soccer-analytics bayesian-modeling win-probability action-evaluation
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Aug 18, 2026 - Python
Win-probability curve calibrated to human play — held-out log-loss 0.575 vs Lichess's 0.738, re-validated on 4M off-corpus positions. Static review app runs Stockfish in a Web Worker, no backend.
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Aug 18, 2026 - TypeScript
Calibrated T20 win probability and score projection across five leagues, trained on 5,889 real matches of ball-by-ball data. FastAPI + scikit-learn.
python data-science machine-learning scikit-learn sports cricket ipl sports-analytics fastapi t20 win-probability
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Sep 16, 2026 - Python
CS2 win-probability & Player Impact (WPA) — end-to-end ML pipeline from parsed pro demos
python data-science machine-learning counter-strike lightgbm esports sports-analytics cs2 win-probability
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Jul 21, 2026 - Python
NFL 4th-down decision audit. Win-probability model + coach scorecards with bootstrap confidence intervals.
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May 24, 2026 - Python
Bayesian player ability model for predicting golf win probabilities — time-varying ratings, Bradley-Terry/Glicko, historical PGA Tour data
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May 7, 2026 - Python
Open, pre-registered cricket win-probability and WAR from 5.9M deliveries. 22 predictions committed before any model existed; 6 held. A power check retracted the headline.
data-science reproducible-research open-data cricket lightgbm sports-analytics pre-registration wins-above-replacement t20 win-probability
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Aug 26, 2026 - Python
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