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  • Illinois Institute of Technology

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  1. Energy-Demand-electricity-price-Forecasting Energy-Demand-electricity-price-Forecasting Public

    Electricity price (energy demand) forecasting using different ML, DL, stacked DL and hybrid methods (XGBoost, GRU, LSTM, CNN, CNN-LSTM, LSTM-Attention, Hybrid GRU-XGBoost and Hybrid LSTM-Attention-…

    Jupyter Notebook 36 2

  2. Loan_Approval_Classification Loan_Approval_Classification Public

    Loan approval classification on imbalanced data using different classifiers (NN, XGBoost, SVC, Log Reg, Random Forest and Decision Tree) and skewness handling techniques (assigning class weight, en…

    Jupyter Notebook 1

  3. Tumor-detection-MRI Tumor-detection-MRI Public

    Tumor detection from MRI images using YOLOv8 and Faster R-CNN

    Jupyter Notebook

  4. Tweet-Sentiment-Analysis Tweet-Sentiment-Analysis Public

    Tweet Sentiment Analysis using non pre-trained (RNN with gradient clipping and BiLSTM) and pre-trained (BERT, MobileBERT and ALBERT) models

    Jupyter Notebook

  5. Equilibrium-Optimizer Equilibrium-Optimizer Public

    Equilibrium Optimizer (EO) is a novel optimization algorithm

    MATLAB 32 9

  6. Binary-Equilibrium-Optimizer Binary-Equilibrium-Optimizer Public

    BiEO is the binary version of Equilibrium Optimizer for binary and discrete optimization

    MATLAB 4 2