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1. RAG-system RAG-system Public

   Retrieval-Augmented Generation (RAG) system using LangChain, tiktoken, langchain-openai, and ChromaDB for document ingestion, embedding, vector search, and LLM-powered querying

   Jupyter Notebook

2. ml-course ml-course Public

   Forked from girafe-ai/ml-course

   Open Machine Learning course

   Jupyter Notebook 2

3. Dncoder-Decoder-RNN-for-NMT Dncoder-Decoder-RNN-for-NMT Public

   Seq2Seq NMT (PyTorch): Implementation of the classic Encoder-Decoder RNN architecture for Neural Machine Translation (German to English) featuring a modular project structure and using the Multi30k…

   Jupyter Notebook

4. names-generator-RNN names-generator-RNN Public

   Implementation of a Char-RNN with PyTorch for sequence generation (names). Features a modular structure, temperature sampling for inference, and character-level tokenization.

   Jupyter Notebook

5. credit-scoring credit-scoring Public

   Credit scoring system pipeline with XGBoost, SHAP interpretability, MLflow tracking and statistical significance testing on the "Give Me Some Credit" dataset.

   Jupyter Notebook

6. retailrocket-recommender-system retailrocket-recommender-system Public

   Recommender system for e-commerce

   Jupyter Notebook