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1. EURUSD_LSTM_Attention EURUSD_LSTM_Attention Public

   This project is dedicated to forecasting 1-hour EURUSD exchange rates through the strategic amalgamation of advanced deep learning techniques. The incorporation of key technical indicators—RSI, MA,…

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2. PSO-GA-Strategy-Optimization PSO-GA-Strategy-Optimization Public

   This repository focuses on optimizing a trend-based trading strategy for the EURUSD currency pair. By combining PSO and GA, the goal is to maximize returns while minimizing risk. The strategy consi…

   Jupyter Notebook 2

3. EnergyPrediction-Arima-Transformer EnergyPrediction-Arima-Transformer Public

   This report investigates the energy consumption prediction using time series analysis and deep learning methodologies. The extracted features and implemented transformer model demonstrate a high pr…

   Jupyter Notebook 1

4. Lung-Segmentation Lung-Segmentation Public

   The preparation for the Lung X-Ray Mask Segmentation project included the use of augmentation methods like flipping to improve the dataset, along with measures to ensure data uniformity and quality…

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5. UMAP_breast_cancer UMAP_breast_cancer Public

   This repository explores the interplay between dimensionality reduction techniques and classification algorithms in the realm of breast cancer diagnosis. Leveraging the Breast Cancer Wisconsin data…

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6. Brain-Tumor-TransferLearning Brain-Tumor-TransferLearning Public

   The Brain Tumor MRI Dataset from Kaggle is employed for automated brain tumor detection and classification research. Investigated methods include using pre-trained models (VGG16, ResNet50, and ViT)…

   Jupyter Notebook 1