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1. cs2-match-prediction cs2-match-prediction Public

   Machine Learning project to predict Counter-Strike 2 (CS2) match outcomes using data scraped from HLTV.org.

   Python

2. Bitcoin-Price-Forecasting-with-LSTM Bitcoin-Price-Forecasting-with-LSTM Public

   Bitcoin closing price forecasting using LSTM networks with sliding window approach and Optuna hyperparameter optimization.

   Jupyter Notebook

3. Customer-Churn-Prediction-Benchmarking-ML-Deep-Learning-Models Customer-Churn-Prediction-Benchmarking-ML-Deep-Learning-Models Public

   Benchmarking of ML and Deep Learning models (MLP, Random Forest, XGBoost, STab, TabPFN2) for customer churn prediction in the telecom industry.

   Jupyter Notebook

4. Explainable-AI-for-Image-Classification-CNN-with-Saliency-Maps-GradCAM-LIME-RISE Explainable-AI-for-Image-Classification-CNN-with-Saliency-Maps-GradCAM-LIME-RISE Public

   CNN-based image classifier with xAI explainability techniques — Saliency Maps, Grad-CAM, LIME, RISE and uncertainty rejection. Built with PyTorch and Optuna.

   Jupyter Notebook