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Illinois Institute of Technology
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Energy-Demand-electricity-price-Forecasting
Energy-Demand-electricity-price-Forecasting PublicElectricity 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-…
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Loan_Approval_Classification
Loan_Approval_Classification PublicLoan 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
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Tumor-detection-MRI
Tumor-detection-MRI PublicTumor detection from MRI images using YOLOv8 and Faster R-CNN
Jupyter Notebook
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Tweet-Sentiment-Analysis
Tweet-Sentiment-Analysis PublicTweet Sentiment Analysis using non pre-trained (RNN with gradient clipping and BiLSTM) and pre-trained (BERT, MobileBERT and ALBERT) models
Jupyter Notebook
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Equilibrium-Optimizer
Equilibrium-Optimizer PublicEquilibrium Optimizer (EO) is a novel optimization algorithm
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Binary-Equilibrium-Optimizer
Binary-Equilibrium-Optimizer PublicBiEO is the binary version of Equilibrium Optimizer for binary and discrete optimization
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