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1. nlp-offensive-language-classifier nlp-offensive-language-classifier Public

   Hate/offensive language classifier: TF-IDF + Logistic Regression baseline and DistilBERT fine-tune, with data augmentation and balanced evaluation.

   Jupyter Notebook

2. digit-recognizer digit-recognizer Public

   From-scratch NumPy MLPs for MNIST, plus a larger teacher–student setup that demonstrates subliminal learning (implementing Cloud et al. (2025)).

   Jupyter Notebook

3. knee-mri knee-mri Public

   RSNA 2026 Knee Abnormality Detection using multi-series MRI scans, DINOv2, and radiology reports to derive training targets for 12 knee abnormalities.

   Jupyter Notebook

4. poker-equity poker-equity Public

   Texas Hold'em equity calculator that computes winning probabilities for all 169 starting hands and live odds as community cards are revealed.

   Python