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feature-engineering-data-preprocessing-python

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NoWon1 / CancerInvasion

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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.

pandas-dataframe machine-learning-tutorials numpy-library random-forest-algorithm data-visualization-dashboard data-science-projects scikit-learn-pipelines jupyter-notebook-python data-preprocessing-and-cleaning predictive-modeling-techniques regression-analysis-overview feature-engineering-data-preprocessing-python
  • Updated Sep 1, 2026
  • Python

working24by7-ok / dynamic-delivery-sla-risk

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End-to-end ML system for predicting delivery SLA breach risk using dynamic order snapshots, temporal validation, and an interactive Streamlit dashboard.

python data-science machine-learning classification feature-engineering predictive-analytics logistics machine-learning-models classification-model data-science-projects streamlit streamlit-webapp streamlit-application feature-engineering-ml predictive-analytics-ai feature-engineering-data-preprocessing-python sla-risk
  • Updated Aug 29, 2026
  • Python

Yuwin2008 / mnist-dimensionality-reduction

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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.

python machine-learning scikit-learn data-visualization mnist pca classification dimensionality-reduction feature-engineering unsupervised-learning tsne kernel-pca feature-engineering-ml feature-engineering-data-preprocessing-python
  • Updated Jul 5, 2026
  • Jupyter Notebook

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