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1. cancer-survival-explainable-ml cancer-survival-explainable-ml Public

   An explainable machine learning approach to cancer survival prediction using SEER data and SHAP/LIME interpretability techniques.

   Jupyter Notebook

2. heart-disease-ml-explainability heart-disease-ml-explainability Public

   Explainable heart disease prediction using machine learning and SHAP.

   Jupyter Notebook

3. skin-lesion-classification-cnn skin-lesion-classification-cnn Public

   CNN-based classification of skin lesions using the HAM10000 dataset.

   Jupyter Notebook

4. facebook-network-analysis facebook-network-analysis Public

   Social network analysis using NetworkX, including centrality measures, graph statistics, and shortest-path analysis.

   Jupyter Notebook

5. movie-review-sentiment-analysis movie-review-sentiment-analysis Public

   Movie review sentiment analysis using TF-IDF, Random Forest, GloVe embeddings, LSTM, and CNN.

   Jupyter Notebook

6. nir-moisture-prediction nir-moisture-prediction Public

   NIR spectroscopy-based moisture prediction using PLS, SVR, ANN, and spectral preprocessing techniques.

   Jupyter Notebook