Pinned Loading

1. bert-finetune-iab-classification bert-finetune-iab-classification Public

   IAB Content Taxonomy classification via LLM knowledge distillation -- TF-IDF + LinearSVC achieves 91.6% top-1 on 27 categories using LLM-corrected labels and keywords

   Jupyter Notebook

2. ctr-prediction-dlrm-dcnv2 ctr-prediction-dlrm-dcnv2 Public

   Click-Through Rate prediction: DLRM vs DCN-v2 vs XGBoost on Criteo dataset (45M samples). Statistical comparison with calibration analysis.

   Jupyter Notebook

3. dcn-v2-recsys dcn-v2-recsys Public

   DCN-v2 (Deep & Cross Network v2) re-ranking pipeline on MovieLens 25M

   Jupyter Notebook 1

4. dlrm-recsys dlrm-recsys Public

   DLRM (Deep Learning Recommendation Model) re-ranking pipeline on MovieLens 25M

   Jupyter Notebook

5. langgraph-agentic-dsp-optimizer langgraph-agentic-dsp-optimizer Public

   Python

6. nlp-classifier-realtime nlp-classifier-realtime Public

   Production ML pipeline for IAB domain classification & real-time audience scoring from programmatic advertising bidstreams (8M QPS)

   Jupyter Notebook