Aritra Bandyopadhyay Volume IV · The Monograph
Aritra ML Researcher | Undergrad at IIEST Shibpur

I work across mechanistic interpretability, computer vision, and information retrieval. In this Astro version, the site leans into the fast, editorial, markdown-driven style that shows up in many modern personal portfolios.

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Focus

The comparison goal is practical: identical routes, similar content, different framework ergonomics.

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Differential Evolution Algorithm Based Hyper-Parameter Selection of Convolutional Neural Networks for Speech Command Recognition

Evolutionary Computation Theory and Applications (IJCCI / ECTA) — 2023

An evolutionary search approach for CNN hyper-parameters in speech command recognition.

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Software Constructs

Pandas

Flexible and powerful data analysis and manipulation library for Python.

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PyTorch

Deep learning framework for research code and production prototypes.

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Scikit-learn

Reliable baseline toolkit for classical ML and reproducible experiments.

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Recent Appendix

Come back later

2023-10-24

A placeholder notebook-style post for future language model notes.

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