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1. AnalisisTabletaCerroMacareno AnalisisTabletaCerroMacareno Public

   Repositorio para el análisis estadístico y de IA de la Piedra de Cerro Macareno. Se aplican técnicas como FFT, clustering difuso, PCA y t-SNE para explorar patrones espaciales y posibles correlacio…

   Jupyter Notebook

2. DocuRAG DocuRAG Public

   A modular pipeline for document embedding, retrieval, and question answering using ChromaDB and state-of-the-art transformer models.

   Python

3. EmployeeTurnoverPredictor EmployeeTurnoverPredictor Public

   A predictive modeling pipeline for forecasting employee voluntary turnover using advanced machine learning techniques and model interpretability tools.

   Python

4. ITTalentSuccessPredictor ITTalentSuccessPredictor Public

   A machine learning pipeline to predict the success probability of IT talent acquisition requests. Designed for HR professionals, this repository provides an end-to-end solution—including ETL proces…

   Python

5. Dimensionality-Reduction-Exploration Dimensionality-Reduction-Exploration Public

   A comprehensive Jupyter Notebook that demonstrates step-by-step applications of PCA, t-SNE, and UMAP for dimensionality reduction. This repository provides detailed technical explanations, code exa…

   Jupyter Notebook

6. LocalMedia2Text LocalMedia2Text Public

   A no-cloud, one-file Python tool that turns MP3/MP4/MKV into plain TXT. Uses faster-whisper with PyAV for decoding, runs on CPU (INT8) or CUDA (FP16), applies VAD and language detection, and keeps …

   Python