Numerical Computing Resources

List Numerical Computing Software

• MATLAB
• Octave
• SageMath : open-source mathematics software system, builds on top of : NumPy, SciPy, matplotlib, Sympy, Maxima, GAP, FLINT, R and many more and using Python-based language or directly via interfaces or wrappers
• Julia

Octave-based Course

• An introduction to programming with Octave: OctaveAtBFH.pdf License: CC-BY
  • Codes used in the lecture notes Codesor in one file at Codes.tgz.
  • Codes used in class Demosor in one file at Demos.tgz

Julia-based Course

• 18.S191 Introduction to Computational Thinking
  • mitmath/18S191: Course 18.S191 at MIT, fall 2020 - Introduction to computational thinking with Julia:
  • Course Materials - Introduction to Computational Thinking with Julia, with Applications to Modeling the COVID-19 Pandemic - Mathematics - MIT OpenCourseWare
• Introduction to Applied Linear Algebra–Vectors, Matrices, and Least Squares
  • Julia Companion
  • Julia and Python language notebooks

Julia-based Books

• Julia for Data Science License CC-BY-NC-ND
• Quantitative Economics with Julia

Web-based Control Simulation

• Collimator - Data driven design and simulation