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predictive-maintenance-ml
predictive-maintenance-ml PublicEnd-to-end predictive maintenance ML project using the AI4I 2020 dataset, with feature engineering, model tuning, threshold optimization, cost-sensitive evaluation, interpretability, error analysis…
Python
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Germany_electricity_analyse
Germany_electricity_analyse PublicPython analysis of Germany's electricity generation and consumption using SMARD data, with renewable share, residual load, statistics and interactive Plotly figures.
Jupyter Notebook
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Mass-Spectrometry-Imaging-Clustering
Mass-Spectrometry-Imaging-Clustering PublicDESI-MSI tissue region detection using PCA and K-means clustering.
Python
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Monte-Carlo-Spin-Models
Monte-Carlo-Spin-Models PublicMonte Carlo simulations of 2D lattice spin models in C++, including Ising Metropolis/Wolff updates and Hybrid Monte Carlo for the XY model.
C++
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