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  1. MNIST-by-using-ANN-model MNIST-by-using-ANN-model Public

    Artificial neural network for handwritten digit classification on MNIST. 4 layer dense architecture with dropout, trained on 42,000 images, hits 97.43% test accuracy.

    Jupyter Notebook

  2. Heart-disease-prediction-Logistic-regression Heart-disease-prediction-Logistic-regression Public

    Logistic regression model predicting 10 year coronary heart disease risk using the Framingham Heart Study dataset. Includes median imputation, feature scaling, and full evaluation with precision, r…

    Python

  3. car-price-prediction-using-LinearRegression car-price-prediction-using-LinearRegression Public

    Linear regression model predicting car prices from technical specifications. One hot encoded features, achieves 0.91 R-squared with $1,820 average error on the Kaggle car price dataset.

    Python

  4. WineQuality_prediction WineQuality_prediction Public

    Linear regression model predicting car prices from technical specifications. One hot encoded features, achieves 0.91 R-squared with $1,820 average error on the Kaggle car price dataset.

    Python

  5. Stellar-Object-Classification-Using-ML Stellar-Object-Classification-Using-ML Public

    Stellar object classification using SDSS photometric data. Compares 7 ML models including Random Forest, XGBoost, and Gradient Boosting, best model hits 97.66% accuracy across 100,000 real astronom…

    Python

  6. Swapnil4646.github.io Swapnil4646.github.io Public

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