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accmp

Fortran and Python examples to accompany the book "Computer Simulation of Liquids" by Michael P. Allen and Dominic J. Tildesley (2nd edition, Oxford University Press, 2017). Use the "Clone or download" button, or follow the "...releases" link below.

aima-python

Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

apm_exercises

Exercises for the book Applied Predictive Modeling by Kuhn and Johnson (2013)

astroml

Machine learning, statistics, and data mining for astronomy and astrophysics

astrostat

Astrostatistics lectures by prof. E. Feigelson (Penn State University) - Final Group Project

basic-introduction-to-python

Introduction to Mathematics and Python using Neuroscience Examples

bayesian-statsr

Companion package for the Coursera Statistics with R specialization

ciml

A Course in Machine Learning

compnuceng

This repository holds codes from the book Computational Nuclear Engineering and Radiological Science with Python

compphysics

Computational Physics codes

compphysicsnotebooks

Jupyter Python Notebooks of "Computational Physics", Landau, Paez, Bordeianu

compsciprogram

This repository contains exercises and projects on computational science and AI for the CompSci program. Lecture notes at https://compphysics.github.io/MachineLearning/doc/LectureNotes/_build/html/intro.html

computational-physics

Computational Physics: FORTRAN Version by Steven E. Koonin and Dawn C. Meredith.

computational_physics_python

Practiced exercises and problems from "Computational Physics: Problem Solving With Python" by Rubin H. Landau, Manuel J. Paez, and Cristian C. Bordeianu

computationalphysics

Introductory course in Computational Physics, including linear algebra, eigenvalue problems, differential equations, Monte Carlo methods and more.

compy

"Computational modeling and visualization" resource repository

course-sml-public

Course material for 1RT700 Statistical Machine Learning

cp2k

Quantum chemistry and solid state physics software package

diehard

Test for randomness in data.

digisim

Matlab toolbox for digital image based simulation

fem-python

Python code for the Finite Element Method text book by Xiong Zhang

femoctave

Finite Element Code for Octave

fnc-extras

Extra materials for *Fundamentals of Numerical Computation* by Driscoll and Braun.

fortran-astrodynamics-toolkit

A Modern Fortran Library for Astrodynamics 🚀

fortran-mooc

Material related to the PRACE MOOC on Fortran programming

fundamentalsnumericalcomputation.jl

geos627_inverse

GEOS 627 Inverse Problems and Parameter Estimation (U. Alaska Fairbanks)

geosci-labs

collection of notebook-apps for concepts in applied geophysics

geostatsguy-pythonnumericaldemos

Well-documented Python demonstrations for spatial data analytics, geostatistical and machine learning to support my courses.

introduction-python-programming-2018

Students copy of Introduction to Python programming