Comparative Analysis of Machine Learning Models for Aspect Ratio Estimation of a Two-Stage Operational Amplifier
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Nov 22, 2024 - Python
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gaussian-regression
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A collection of Python notebooks and scripts on ML, statistics, and data analysis, including linear & Gaussian regression, likelihood visualization, bias-variance analysis, K-Means clustering, 3D loss surfaces, and Excel automation for hands-on learning.
visualization python machine-learning statistics clustering numpy linear-regression pandas data-analysis matplotlib k-means likelihood openpyxl bias-variance log-likelihood gaussian-regression 3d-plots
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Feb 11, 2026 - Jupyter Notebook
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