Python classes for easier creation of OpenFOAM's blockMesh dictionaries.

All the handwritten notes 📝 and source code files 🖥️ used in my YouTube Videos on Machine Learning & Simulation (https://www.youtube.com/channel/UCh0P7KwJhuQ4vrzc3IRuw4Q)

Switch hosts quickly!

The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

A package for the sparse identification of nonlinear dynamical systems from data

中文的C++ Template的教学指南。与知名书籍C++ Templates不同，该系列教程将C++ Templates作为一门图灵完备的语言来讲授，以求帮助读者对Meta-Programming融会贯通。(正在施工中)

Data driven modeling and automated discovery of dynamical systems for the SciML Scientific Machine Learning organization

李宏毅2021春季机器学习课程课件及作业

Python computations in science and engineering

Natural Bond Orbital algorithm to handle systems characterized by periodic symmetry

Makefile 教程

Implements common data science methods and machine learning algorithms from scratch in python. Intuition and theory behind the algorithms is also discussed.

Fixing the VASP2WANNIER90v2 interface

pytorch学习 （2019年春始）

Patches for OpenFOAM(R) to build it on OS X

You can find the full tutorial on Youtube: https://youtu.be/KJpP85tnOKg

DENSITY FUNCTIONAL THEORY EXERCISES

This repository contains fundamental codes related to CFD that can be included in any graduate level CFD coursework.

bash_profile, based on a Front-End Web Developer POV. I'm sharing best practices, tricks and keep the same profile across multiple development platforms

Introduces basic C++ concepts to beginner users of the OpenFOAM open-source CFD libraries.

SINDy-PI: A Robust Algorithm for Parallel Implicit Sparse Identification of Nonlinear Dynamics

Learn to use CMake

Solutions for Modern Quantum Chemistry, Szabo & Ostlund

Fix lattice component(s) during relaxation in VASP

Code I have written for course: Statistical Mechanics and Computations

Fluid simulation engine for computer graphics applications