This tutorial is about getting in touch with the Julia programming language that "makes it easy to express many object-oriented and functional programming patterns". It mainly focuses on (i) set up the Julia environment, (ii) run a set of simple examples on creating matrices, plotting charts, and executing simple for-loops with CUDA, and (iii) go through introductory examples on machine learning (Regression and Decision Trees).
An open source machine learning framework that accelerates the path from research prototyping to production deployment.
Earth System Sciences, Engineering, Life Sciences, Materials and Chemical Sciences, Other
TensorFlow is an end-to-end open source platform for machine learning.
Earth System Sciences, Engineering, Life Sciences, Materials and Chemical Sciences, Other
VisIt is an Open Source, interactive, scalable, visualization, animation and analysis tool.
Earth System Sciences, Engineering, Life Sciences, Materials and Chemical Sciences, Other
FEniCSx is a popular open-source (LGPLv3) computing platform for solving partial differential equations (PDEs).
Engineering, Life Sciences, Materials and Chemical Sciences, Other
OpenFOAM is the free, open source CFD software developed primarily by OpenCFD Ltd.
NetCDF is a set of software libraries and self-describing, machine-independent data formats that support the creation, access, and sharing of array-oriented scientific data.
Earth System Sciences, Engineering, Life Sciences, Materials and Chemical Sciences, Other
https://www.unidata.ucar.edu/software/netcdf/docs/index.html
The GNU Scientific Library (GSL) is a numerical library for C and C++ programmers.
FFTW is a C subroutine library for computing the discrete Fourier transform (DFT) in one or more dimensions, of arbitrary input size, and of both real and complex data (as well as of even/odd data, i.e. the discrete cosine/sine transforms or DCT/DST).