Implementation of step generation algorithm for learning curve analysis on code-writing data from our EDM 2024 paper.
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Aug 6, 2024 - Jupyter Notebook
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learning-curve-analysis
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Housing Prices Prediction using Machine Learning Developed a regression model to predict housing prices using data preprocessing, feature engineering, and various regression algorithms. Tuned hyperparameters and evaluated performance with key metrics (RMSE, MAE, R²).
python machine-learning scikit-learn data-preprocessing hyperparameter-tuning feature-scaling model-evaluation model-validation regression-algorithms categorical-encoding learning-curve-analysis
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Apr 15, 2025 - Jupyter Notebook
This project aims to build a model which classifies the type of an unseen image as accurate as possible, by implementing, evaluating, and comparing amongst 2 different multi-layer perceptron Neural Networks.
computer-vision neural-network cuda keras conda python3 matplotlib convolutional-neural-networks confusion-matrix multi-layer-perceptron keras-tensorflow image-preprocessing skimage pickle-file learning-curve-analysis
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Oct 23, 2024 - Jupyter Notebook
This project involves training a machine learning model and plotting its learning curves to analyze training and testing accuracies, utilizing Java for model execution and Python for data visualization. It includes commands for compiling and running the Java program, generating plots, and sending results via email.
python java machine-learning pandas data-visualization matplotlib learning-rate model-training epochs learning-curve-analysis email-automation-mutt
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Jun 4, 2024 - Java
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