Two of the most important topics in data science currently are data visualization and multi-modal AI. This is as much of an attempt to marry the two ideas as a demonstration of techniques in computer science and data analysis.
A rudimentary time series analysis tool that validates sane timestamps. AI models are really bad at visualizations and time series, so this library is an attempt to write self-documenting code that is available at the large language model level without using off-the-shelf solutions. Important to the design of this package is the use of pydantic to provide an interface for validating data before indexing.