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1. revenue-forecast-lightgbm-vs-lasso revenue-forecast-lightgbm-vs-lasso Public

   Jupyter Notebook

2. tune-llm tune-llm Public

   This project demonstrates how to fine-tune models like TinyLlama for specific tasks using Parameter-Efficient Fine-Tuning (PEFT) with LoRA adapters.

   Jupyter Notebook

3. media-mix-model media-mix-model Public

   A comprehensive Bayesian Media Mix Modeling system for analyzing marketing channel effectiveness, optimizing budget allocation, and measuring incremental sales impact with MLOps experiment tracking.

   Jupyter Notebook 1

4. multi-touch-lstm-beam-model multi-touch-lstm-beam-model Public

   LSTM + Beam Search for multi-touch marketing optimization

   Jupyter Notebook

5. pdf-llm-rag-chat pdf-llm-rag-chat Public

   Streamlit, LangChain, OpenAI, FAISS, Ollama, ChromaDB, Llama 3.1 for PDF RAG Chat Interaction

   Jupyter Notebook 1

6. ts-anamoly-detection-q-learning ts-anamoly-detection-q-learning Public

   Leveraging Solar Energy Production data, compare Reinforcement Learning and Isolation Forest for Anomaly Detection.

   Jupyter Notebook