Chapter 1: SciPy Home
SciPy Home the way a patient teacher would explain it to someone who’s just starting or is a bit confused about the names and locations. Short answer first (so you don’t have to wait): SciPy...
Category: SCIPY
Chapter 2: SciPy Intro
Introduction to SciPy, the way I would explain it if you were sitting across from me with a laptop open and a cup of chai ☕. Imagine you’re already comfortable with basic Python lists...
Chapter 3: SciPy Getting Started
SciPy Getting Started” is the section / guide that helps someone go from “I have Python installed” → “I can actually solve a real scientific / engineering problem with SciPy” in the shortest realistic...
Chapter 4: SciPy Constants
What actually is scipy.constants? (plain English version) It’s a module inside SciPy that gives you: A huge collection of well-known physical constants (speed of light, Planck’s constant, electron mass, etc.) Important mathematical constants (π,...
Chapter 5: SciPy Optimizers
SciPy optimizers This is one of the most powerful and most-used submodules in all of SciPy. If you’ve ever needed to find the best parameters, fit a model to data, solve nonlinear equations, or...
Chapter 6: SciPy Sparse Data
sparse data in SciPy. Today we’re talking about scipy.sparse — what people casually call “SciPy sparse matrices”, “SciPy sparse data”, or just “sparse in SciPy”. This is the module that lets you handle very...
Chapter 7: SciPy Graphs
SciPy Graphs, which almost everyone means scipy.sparse.csgraph when they say that. This is not a general-purpose graph library like NetworkX (which is for more flexible, higher-level graph stuff). Instead, scipy.sparse.csgraph is a very efficient,...
Chapter 8: SciPy Spatial Data
scipy spatial, the part of SciPy that people usually call “SciPy Spatial” or “SciPy Spatial Data” or “SciPy spatial data structures”. This submodule is all about computational geometry + efficient spatial queries on point...
Chapter 9: SciPy Matlab Arrays
SciPy Matlab Arrays First things first: there is no special thing called “Matlab Arrays” inside SciPy as a distinct data type (like scipy.sparse or scipy.optimize has its own classes). What people usually mean when...
Chapter 10: SciPy Interpolation
SciPy Interpolation = scipy.interpolate This submodule gives you tools to estimate values between known data points (and sometimes a bit outside them). It’s one of the most frequently used parts of SciPy in experimental...
