matplotlb

A complete implementation of the well-known "12 Steps to Navier–Stokes" learning series in Python. Beginning with one-dimensional linear convection and progressing to the two-dimensional incompressible Navier–Stokes equations, this project builds a strong foundation in computational fluid dynamics and numerical methods.

python numpy fdm cfd navier-stokes matplotlb

• Updated Jul 6, 2026
• Jupyter Notebook

🌴Automating agricultural grading using PyTorch. An end-to-end Feedforward Neural Network (FNN) classifying 7 date fruit varieties with 95.56% test accuracy using image-extracted morphological, color, and wavelet texture features. Implements validation-loss checkpointing.

python data-science machine-learning deep-learning agriculture cuda tabular-data pytorch artificial-intelligence feature-extraction neural-networks classification feedforward-neural-network data-preprocessing multiclass-classification classification-model fnn matplotlb image-features model-checkpointing

• Updated Jul 24, 2026
• Jupyter Notebook

End-to-end HR Analytics project using Excel, SQL, Python, Machine Learning, and Power BI to analyze employee attrition, build predictive models, and deliver interactive dashboards with actionable business insights

mysql python machine-learning sql numpy excel scikit-learn pandas seaborn data-analytics data-analysis powerbi employee-attrition hr-analytics matplotlb

• Updated Aug 21, 2026
• Python