I built this repo as a cumulative sequence. The early notebooks teach Python, data modeling, storage, processing, and streaming. Later chapters stop talking in abstractions and force those ideas into ...

Nolds is a small numpy-based library that provides an implementation and a learning resource for nonlinear measures for dynamical systems based on one-dimensional time series. Positive Lyapunov ...

How neurobiological underpinnings regulate the heterogeneous expression of structural-functional connectivity coupling (SFC) in Parkinson’s disease (PD) remains largely unknown. Our work examines ...

When most people think of Lean Six Sigma (LSS), they envision tools like DMAIC, 5S, or Value Stream Mapping. These tools are fantastic at streamlining processes and reducing waste, but they often miss ...

The investigation of mindfulness meditation practice, classically divided into focused attention meditation (FAM), and open monitoring meditation (OMM) styles, has seen a long tradition of theoretical ...

Exploring the stock market is more than tracking ups and downs on a chart. It's about understanding the essence of market sentiment and the narratives behind gains and losses. We know that mastering ...

Recent work has demonstrated that the relationship between structural and functional connectivity varies regionally across the human brain, with reduced coupling emerging along the sensory-association ...

Background: Temporal fractals are characterized by prominent scale-invariance and self-similarity across time scales. Monofractal analysis quantifies this scaling behavior in a single parameter, the ...