educational-repository

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KARTHIK1749 / transformers-from-first-principles

A complete Transformer implementation from first principles using only NumPy, with mathematical explanations , modular code and Documentation

python machine-learning deep-learning numpy transformers transformer neural-networks educational attention attention-mechanism from-scratch encoder-decoder self-attention llms educational-repository

Updated Jul 4, 2026
Python

ayushdebugz / python-edu-kit

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A collection of beginner-friendly Python programs for students and self-learners. Educational and open-source.

github python git open-source education beginner-project python-programs educational-repository ayushdebugz ayush-jha

Updated Jul 29, 2025
Python

adabyt / logistic_regression_tutorial

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Implement logistic regression using Python and scikit-learn to classify malignant vs. benign tumours from the Breast Cancer Wisconsin (Diagnostic) dataset

python data-science machine-learning numpy scikit-learn pandas supervised-learning logistic-regression beginner-friendly odds-ratio binary-classification sigmoid-function cancer-prediction medical-ai log-odds healthcare-ml z-score-normalization clinical-data-analysis educational-repository

Updated Sep 30, 2025
Python

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