compphysguy Goto Github PK

100-days-of-ml-code

100-Days-Of-ML-Code中文版

bandstructureplots

Band structure plots using pymatgen and a rgb scale to look at atomic or orbital contributions.

berkeleygw-examples

BerkeleyGW examples

berrypi

Software to study polarization and topological properties of crystalline solids

compphysu

Computational Physics for Undergraduates with Python

computational-physics

My solutions to the exercises in Mark Newman's Computational Physics

computationalphysics300

computational physics class taught at UNLV (Phys300)

curve-fitting_brant

dftk.jl

Density-functional toolkit

educational-pwdft

Plane wave DFT code for education

git-novice

Software Carpentry introduction to Git for novices.

hands-on-machine-learning-with-scikit-learn-keras-and-tensorflow

Part I: Notebooks & Code "Hands-On ML with Scikit-Learn, Keras & TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems" by Aurelien Geron

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

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.

intro-fortran-2016

Code for Introduction to Numerical Analysis 1

introduction-to-python-for-computational-science-and-engineering

Book: Introduction to Python for Computational Science and Engineering

kgrid

Calculate the required k-point density from the input geometry for periodic quantum chemistry calculations

linear_algebra_with_python

Lecture Notes for Linear Algebra Featuring Python

lovelyplots

Matplotlib style sheets to nicely format figures for scientific papers, thesis and presentations while keeping them fully editable in Adobe Illustrator.

machine-learning-for-physicists

Code for "Machine Learning for Physicists 2020" lecture series

machinelearning_physics

This is to facilitate the “Machine Learning in Physics” course that I am teaching at Sharif University of Technology for winter-19 semester. For more information, see the course page at

math-methods-chemical-engineering

Course notes for the CMU course 06-262 Math Methods of Chemical Engineering (ODE's, linear algebra, PDEs, stats) in the form of jupyter notebooks

mathematica-for-physics

Mathematica Packages for Physicists

matplotlib-gallery

Examples of matplotlib codes and plots

ml-cm-2019

Machine Learning in Condensed Matter Physics 2019 course repository

nano281

Data Science for Materials Science

neural-networks-and-deep-learning

Code samples for my book "Neural Networks and Deep Learning"

perturbo-workshop-2023

Material for Perturbo Workshop September 2023

polyhedralbasisfunction

pseudolibrary

Repository to host tarballs of standard pseudopotential libraries