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:octocat: Introduction to Scientific Computing (e.g., differentiation, integration, interpolation, differential equations) with Numpy, Scipy, Matplotlib, Pandas

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Scientific Computing

Scipy Documentation

Major Categories

  • Introduction
  • Basic functions
  • Special functions (scipy.special)
  • Integration (scipy.integrate)
  • Optimization (scipy.optimize)
  • Interpolation (scipy.interpolate)
  • Fourier Transforms (scipy.fft)
  • Signal Processing (scipy.signal)
  • Linear Algebra (scipy.linalg)
  • Sparse eigenvalue problems with ARPACK
  • Compressed Sparse Graph Routines (scipy.sparse.csgraph)
  • Spatial data structures and algorithms (scipy.spatial)
  • Statistics (scipy.stats)
  • Multidimensional image processing (scipy.ndimage)
  • File IO (scipy.io)

Example of Vibrating membrane

Table p q
img img img
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img img img
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img img img

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:octocat: Introduction to Scientific Computing (e.g., differentiation, integration, interpolation, differential equations) with Numpy, Scipy, Matplotlib, Pandas

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