Popular repositories Loading

1. Neural-Collaborative-Filtering-Book-Recommendation-System Neural-Collaborative-Filtering-Book-Recommendation-System Public

   Neural network book recommender that learns from rating patterns alone, with no genre, author, or content data, trained on 13M+ Amazon reviews with custom data ingestion.

   Jupyter Notebook

2. Combined-Guided-Topic-Modeling-Based-and-Aspect-Based-Sentiment-Analysis-For-Book-User-Reviews Combined-Guided-Topic-Modeling-Based-and-Aspect-Based-Sentiment-Analysis-For-Book-User-Reviews Public

   Combined aspect-based and topic-based sentiment analysis of book reviews using KeyBERT and BERTopic, guided by a shared set of literary-element seed keywords.

   Jupyter Notebook

3. Deep-Q-Learning Deep-Q-Learning Public

   Jupyter Notebook

4. Healthcare-Text-Topic-Modeling Healthcare-Text-Topic-Modeling Public

   Topic modeling on clinical medical transcription text (mtsamples.com), comparing NMF and LDA to discover higher-level medical categories from unstructured notes.

   Jupyter Notebook

5. Alzheimers-MRI-Classification-An-Iterative-Transfer-Learning-Case-Study Alzheimers-MRI-Classification-An-Iterative-Transfer-Learning-Case-Study Public

   Multiclass Alzheimer's MRI classification with InceptionV3 transfer learning — an iterative case study across 7 model variants on why AUC can be misleading under severe class imbalance.

   Jupyter Notebook

6. FAR-DFARS-RAG-system-with-evaluation FAR-DFARS-RAG-system-with-evaluation Public

   Local RAG system for querying FAR/DFARS defense acquisition regulations using LangChain, ChromaDB, and Ollama. Includes chunk-size experiment with evaluation framework comparing retrieval vs. answe…

   Jupyter Notebook