Bayesian Statistics and Probability Modeling
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Dec 18, 2020 - R
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probability-modeling
Here are 7 public repositories matching this topic...
Monte Carlo simulation and neural regression for probabilistic cellular automata. An independent undergraduate research project exploring stochastic dynamics and steady-state behavior. 基于蒙特卡洛方法与神经网络回归的概率元胞自动机研究。 面向本科生的独立研究项目，探讨随机系统的稳态演化与统计规律。
python monte-carlo cellular-automata computational-science stochastic-simulation undergraduate-project academic-learning probability-modeling
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Nov 10, 2025 - Python
Using inferential statistics and binomial distributions to predict musical modality outcomes and assess risk in automated Spotify playlist curation.
google-sheets business-intelligence data-analytics inferential-statistics binomial-distribution probability-modeling spotify-data-analysis
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Mar 12, 2026
Files used in code to generate findings, code, and associated visuals and research report
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May 8, 2025 - Python
End-to-end credit risk modeling and loan default prediction using LendingClub data
python numpy scikit-learn jupyter-notebook pandas logistic-regression credit-scoring loan-default-prediction roc-auc precision-recall probability-modeling banking-analytics credit-risk-modeling threshold-optimization fintech-analytics
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Jan 29, 2026 - Jupyter Notebook
XGB + Elo prior win probability model and Kelly-sized trading strategy for WNBA money-line markets on Kalshi
machine-learning xgboost forecasting prediction-markets probability-modeling trading-algorithm sports-prediction
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Apr 29, 2026 - Jupyter Notebook
The Big Bang of Data Science- Prediction from the Start to The End- [Book Three]
python reinforcement-learning machine-learning-algorithms classification predictive-modeling rnn-tensorflow clustering-algorithm cnn-keras artificial-intelligence-algorithms probability-prediction probability-modeling
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Mar 24, 2024 - Jupyter Notebook
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