scikit-learn User Guide Assistant

Answers questions on Flask: routing, templates, blueprints, the application context, testing and deployment, citing the exact file in the public docs of the GitHub repo pallets/flask (BSD-3-Clause). Not an official Flask product.

Answers questions on FastAPI path operations, validation, dependencies and security, citing the exact file in the public docs of the GitHub repo fastapi/fastapi (MIT). Not an official FastAPI product.

Answers questions on pandas: DataFrames, indexing, groupby, merging, reshaping, IO and time series, citing the exact file in the public docs of the GitHub repo pandas-dev/pandas (BSD-3-Clause). Not an official pandas product.

Answers questions on Gradio: Interfaces, Blocks, chatbots, streaming and custom components, citing the exact file in the guides of the GitHub repo gradio-app/gradio (Apache-2.0). Not an official Gradio product.

Answers questions on Samuel Smiles's Thrift: saving, savings banks, debt, economy at home and independence, quoting the text from Project Gutenberg (public domain) and naming the chapter.

Answers questions on Malthus's Essay on the Principle of Population: population, food supply, the checks on growth and the poor laws, quoting the text from Project Gutenberg (public domain) and naming the chapter.

Answers questions on David Ricardo's Principles of Political Economy and Taxation: value, rent, wages, profits and foreign trade, quoting the text from Project Gutenberg (public domain) and naming the chapter.

Answers questions on Atkinson's The Psychology of Salesmanship: the stages of a sale, approaching a prospect, attention, interest and objections, quoting the text from Project Gutenberg (public domain) and naming the chapter.