See https://github.com/tapyu/awesome-scientific-computing instead

A curated list of awesome articles, software libraries and resources on Scientific Computing

Items marked with are open-source software and link to the source code. Items marked with are free (as in free beer).

• Astrodynamics
• Computational Fluid Dynamics
• Signal Processing
• Linear Algebra
• Flight Mechanics
• Nuclear Physics
• Python
• Meteorology
• Chemical Engineering
• Structural Analysis
• Numerical Aerodynamics
• Data Analysis
• Machine Learnig
• Control Systems
• Communication Systems
• Marine Engineering
• Microscopy
  • Scanning Probe Microscopy
• Quantum Mechanics
• Visualization
• Finite Element Method
• Finite Volume Method
• Chemistry
• Numerical Simulation

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• poliastro - Astrodynamics Python Library.
• MONTE - Astrodynamics Python library.

• OpenFOAM - C++ toolbox for the development of customized numerical solvers, and pre-/post-processing utilities for the solution of continuum mechanics problems.

• Fluid Simulation for Video Games - 20 part tutorial to use fluid motion game to create immersive and fun virtual worlds.

• CFDPython - A sequence of IPython notebooks featuring the "12 Steps to Navier-Stokes".

• CFD Online - Free community for everyone interested in Computational Fluid Dynamics.
• SimScale - Cloud-based CAE platform that lets you seamlessly simulate, share, and collaborate.

• Signal Processign with GW150914 Open Data - Typical signal processing tasks with the LIGO GW150914 Open Data.

• PyFME - Python Flight Mechanics Engine.
• Aerospace Blockset™ - Simulink® extension with blocks for modeling and simulating aircraft, spacecraft, rocket, and propulsion systems, as well as unmanned airborne vehicles.

• MIT 18.06, Linear Algebra course - Linear Algebra course by Professor Gilbert Strang.
• The Art of Linear Algebra - Graphic notes on Gilbert Strang's "Linear Algebra for Everyone".

• ¿Cuánto tardará el área de Chernobyl en dejar de ser radiactiva? - Analysis of the radioactive decay of the Chernobyl's radioactive waste. (Spanish)

Use of Python in multiple Scientific Computing areas

• Basic Python Packages for Science - Quick introduction to the principal Python packages for scientific purposes using the Jupyter Notebook.
• Numba: Tell those C++ bullies to get lost - Scipy 2016 tutorial presented as a set of Jupyter notebooks with exercises sprinkled throughout.
• Lectures on scientific computing with Python - A set of lectures on scientific computing with Python, using IPython notebooks.

• Raúl E. López Briega - Mathematics and Data Analysis using Python. (Spanish)

• Wind Atlas of Spain - Numerical weather prediction system to predict the long-term wind resource.

• CAChemE - Engineering students group to promote Free Software and encourage the use of computing in Chemical Engineering. (Spanish)

• Transverse Vibration of a uniform Euler-Bernoilli beam - Transverse Vibrations analysed using Python.

• Aerodinámica Numérica - Numerical Aerodynamics MOOC. (Spanish)
• Aerodynamics / Hydrodynamics - Foundation in the classical theories of aerodynamics of ideal fluids using Python.

• xlwings - Replace your VBA code with Python.

• Code solution of Steven L. Brunton and J. Nathan Kutz's book - Matlab codes of the book "Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control" by Steven L. Brunton and J. Nathan Kutz.
• Matlab code and Instructor Resources of Simon Haykin's book - Instructor Resources and Matlab code of Simon Haykin's book "Neural Networks and Learning Machines".

• Man Combines Random People’s Photos Using Neural Networks And The Results Are Amazing - Art technique known as Inceptionism, where images are combined using neural networks to generate a single mind-bending picture.

• UCI - UC Irvine Machine Learning Repository.
• kaggle - A data science competition platform enables users to find and publish open datasets, explore and build models in a web-based data science environment, work with other data scientists and machine learning engineers.

• python-control - Basic operations for analysis and design of feedback control systems.

• GNU Radio - Free software development toolkit that provides signal processing blocks to implement software-defined radios and signal processing systems.
• proxmark3 - Swiss-army tool of RFID, allowing for interactions with the vast majority of RFID tags on a global scale.
• HackRF - A low cost, open source Software Defined Radio platform.

• Quadrature Signals: Complex, But Not Complicated.
• I/Q Data for Dummies.
• GLONASS & GPS HW design
• Software Radio for Experimenters with GNU Radio - Implemented in Octave and Python by Michel Barbeau.
• Let’s Assume the System is Synchronized - By Fred Harris.

• FreeCAD-Ship - FreeCAD module to provide a complete set of naval architect tools.

• NTMDTRead - a library reading the proprietary file format of NT-MDT scanning probe microscopes and Raman spectrometers.

• QuTiP - Quantum Toolbox in Python.

• Mayavi - 3D scientific data visualization and plotting in Python.
• ParaView - Build visualizations to analyze their data using qualitative and quantitative techniques.
• VisIt - Interactive, scalable, visualization, animation and analysis tool.

• Fenics Project - Automated scientific computing, with a particular focus on automated solution of differential equations by finite element methods.
• SfePy - Solving systems of coupled partial differential equations (PDEs) by the finite element method in 1D, 2D and 3D.

• Finit3element - Web page on the finite element method (FEM) and its applicantions. (Spanish)

• FiPy - A Finite Volume PDE Solver Using Python.

• PyMOL - A molecular visualization system.

• SALOME - Generic platform for Pre- and Post-Processing for numerical simulation. It is based on an open and flexible architecture made of reusable components.

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Your contributions are always welcome! Please submit a pull request to add a new resource to the list. See CONTRIBUTING.md for more advice.

REMEMBER: this is a list of resources that you consider essential but people may not know.

This work is licensed under a Creative Commons Attribution 4.0 International License.