Victor Cezar Tocantins's repositories
geosci-labs
collection of notebook-apps for concepts in applied geophysics
segns-2024-tutorial
A tutorial for using SimPEG to forward model and invert SkyTEM data.
empymod
Full 3D electromagnetic modeller for 1D VTI media
beginning-cpp23
Source Code for 'Beginning C++23' by Ivor Horton and Peter Van Weert
Book-Code
Code of exercises and content of the associated printed book
CalculoNumerico
Escrita colaborativa de recursos educacionais abertos sobre cálculo numérico.
ClassicalNumericalAnalysis
Supplementary materials and codes for the book "Classical numerical analysis: A comprehensive course."
code-samples-julia-second-language
Code samples used in Julia for Beginners Book second edition
emfem
Open source forward modeling code for three-dimensional frequency-domain electromagnetic method using adaptive finite element method
Fortran-related-books
Books with Fortran code, other than textbooks
FundamentalsNumericalComputation.jl
Core functions for the Julia (2nd) edition of the text Fundamentals of Numerical Computation, by Driscoll and Braun.
GAelectrodynamics
Latex sources for http://peeterjoot.com/writing/geometric-algebra-for-electrical-engineers/
GrayScott.jl
Julia HPC miniapp using parallel models (MPI.jl, CUDA.jl, AMDGPU.jl, ADIOS2.jl) and Jupyter/Pluto.jl notebooks
handson-ml3
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
kaobook
A LaTeX class for books, reports or theses based on https://github.com/kenohori/thesis and https://github.com/Tufte-LaTeX/tufte-latex.
LinAlg4DataScience
Code that accompanies the book "Linear Algebra for Data Science"
Linear-Algebra-With-Python
Lecture Notes for Linear Algebra Featuring Python.
machine_learning_refined
Notes, examples, and Python demos for the textbook "Machine Learning Refined" (published by Cambridge University Press).
MachineLearningTheBasics
Working files for the textbook project "Machine Learning. The Basics"
Mathematics-for-ML
🧮 A collection of resources to learn mathematics for machine learning
Modern-Cpp-Programming-Cookbook-Third-Edition
Modern C++ Programming Cookbook, Third Edition, Published by PACKT
modern-cpp-tutorial
📚 Modern C++ Tutorial: C++11/14/17/20 On the Fly | https://changkun.de/modern-cpp/
oneAPI-samples
Samples for Intel® oneAPI Toolkits
scientific-python-lectures
Lectures on scientific computing with python, as IPython notebooks.
TransdEM
A Julia software package for transdimensional Bayesian inversion of electromagnetic data over horizontally stratified media
udlbook
Understanding Deep Learning - Simon J.D. Prince