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feature-engineering-data-preprocessing-python

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Comprehensive benchmark of PCA, Kernel PCA and t-SNE on the MNIST dataset with dimensionality reduction, image reconstruction, visualization and classification analysis.

  • Updated Jul 5, 2026
  • Jupyter Notebook

Apprenticeship project with Indian Institute of Science. Objectives were to Model tumor and immune cell interaction in the presence of MMP & TIMP by varying their diffusion rates and check the effect of MMP8 on these interactions. These simulations provides insights into how ECM remodelling shapes cancer progression.

  • Updated Jul 26, 2026
  • Python

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