Live win probability, blunder detection, and hidden-team inference for competitive Pokémon Showdown battles — LightGBM on 19k+ ladder replays.
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Jul 23, 2026 - Python
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win-probability
Here are 12 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
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
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
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
NBA win probability, momentum, and turning-point analytics engine.
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Jul 7, 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
NFL 4th-down decision audit. Win-probability model + coach scorecards with bootstrap confidence intervals.
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May 24, 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
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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Jul 15, 2026 - Python
🏏 IPL T20 Win Probability Predictor - ML-powered live match analytics built with Scikit-learn & Streamlit
python data-science machine-learning scikit-learn sports cricket ipl sports-analytics streamlit t20 win-probability
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Mar 29, 2026 - Python
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