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1. GabaLab GabaLab Public

   A toolkit for analyzing decoder-only model suppression mechanisms.

   Python

2. Partial-Attention-Mechanism Partial-Attention-Mechanism Public

   Library for decoder-only models that addresses attention degeneration to reduce hallucinations.

   Python 1

3. Backpropagation Backpropagation Public

   A three-layer neural network with backpropagation from scratch in ~200 lines of numPy.

   Python

4. Logistic-Regression Logistic-Regression Public

   Logistic regression from scratch in ~100 lines of numPy.

   Python

5. Principal-Component-Analysis Principal-Component-Analysis Public

   PCA dimensionality reduction from scratch in ~400 lines of numPy.

   Python

6. Global-Vectors-for-Word-Representation Global-Vectors-for-Word-Representation Public

   Count-based unsupervised learning algorithm GloVe from scratch in ~500 lines of numPy.

   Python