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pandas-numpy-matplotlib-seaborn-plotlyjs

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RyanFabrick / ML-Startup-Success-Prediction

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Full-stack Machine Learning Startup Success Predictor with 50K+ company dataset, bias-free methodology, XGBoost ensemble, Logistic Regression, SVM w/ RBF kernel, and SHAP interpretability. Built w/ FastAPI backend, React/Next.js frontend, and end to end ML & DS pipeline. Python, TypeScript, Tailwind CSS, numpy, pandas, scikit-learn, and more.

python data-science machine-learning typescript nextjs jupyter-notebook cross-validation full-stack xgboost logistic-regression support-vector-machine predictive-modeling radial-basis-function tailwindcss ensemble-methods uvicorn shap pydantic fastapi pandas-numpy-matplotlib-seaborn-plotlyjs
  • Updated Aug 10, 2025
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