NumPy is the backbone of Python’s data science stack, offering lightning-fast array operations, rich statistical functions, and powerful optimization techniques. By mastering vectorization, ...

NumPy isn’t just a Python library—it’s the backbone of efficient numerical computing, powering everything from data science ...

With the rapid expansion of the new energy vehicle (NEV) market, charging and battery swapping have emerged as the two ...

This workshop notebook introduces key techniques in modern NLP and machine learning pipelines, including text vectorization, embeddings, and clustering. It demonstrates how raw textual data can be ...

Abstract: This paper proposes a benchmark analysis of various similarity metrics and text vectorization methods applied to content-based product recommendation systems in e-commerce. It presents an ...

Abstract: This work presents a progressive image vectorization technique that reconstructs the raster image as layer-wise vectors from semantic-aligned macro structures to finer details. Our approach ...

A sophisticated chatbot that uses Retrieval-Augmented Generation (RAG) to answer questions about resumes and GitHub projects. Built with LangChain, Streamlit, and HuggingFace models. AI-Chatbot/ ├── ...