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1. neural-nets-from-scratch neural-nets-from-scratch Public

   Neural networks built from scratch in NumPy — backprop, gradient checking against PyTorch, CNNs and RNNs

   Jupyter Notebook

2. transfer-learning-pets transfer-learning-pets Public

   Transfer learning with pretrained CNNs on Oxford-IIIT Pets, extended with semi-supervised pseudo-labeling

   Jupyter Notebook

3. gdpr-rag gdpr-rag Public

   Retrieval-augmented QA over the GDPR with cited articles and measured retrieval quality

   HTML

4. linkedin-job-scraper linkedin-job-scraper Public

   Track your LinkedIn job search in a local SQLite database — manual login with a saved session, incremental sync, expiry tracking

   Python

5. robust-key-value-store robust-key-value-store Public

   Fault-tolerant multi-writer/multi-reader atomic register — a distributed key-value store built on the actor model

   Jupyter Notebook 1

6. speakerdex speakerdex Public

   Persistent speaker identity across audio files — a local voice registry that resolves diarization clusters to named speakers

   Python