wgddd Goto Github PK

intro_ds

Code to accompany Mastering Data Science from PT press

julia

The Julia Programming Language

julia-tutorial

jupyter-notebook-slides

kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

libacoustics

libpku

北京大学课程资料整理

machine-learning-and-simulation

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

machinelearning

一些关于机器学习的学习资料与研究介绍

math50003numericalanalysis

Notes and course material for MATH50003 Numerical Analysis

matlab-guide-3ed

Program files from MATLAB Guide, Third Edition

ml-for-beginners

12 weeks, 25 lessons, 50 quizzes, classic Machine Learning for all

navier-stokes-numerical-solution-using-fdm-fvm-python-scripting

Python script for Linear, Non-Linear Convection, Burger’s & Poisson Equation in 1D & 2D, 1D Diffusion Equation using Standard Wall Function, 2D Heat Conduction Convection equation with Dirichlet & Neumann BC, full Navier-Stokes Equation coupled with Poisson equation for Cavity and Channel flow in 2D using Finite Difference Method & Finite Volume Method.

nodal-dg

nonlineareigenproblems.jl

Nonlinear eigenvalue problems in Julia: Iterative methods and benchmarks

nonlinearscalaradvectionlaws

Matlab implementations of WENO, THINC and MUSCL scheme for solving inviscid burgers, the cubic nonlinear and the Buckley-Leverett model equations.

numerical-mooc

A course in numerical methods with Python for engineers and scientists: currently 5 learning modules, with student assignments.

oneflow

LargeScale Multiphysics Scientific Simulation Environment-OneFLOW CFD

openfast

Main repository for the NREL-supported OpenFAST whole-turbine and FAST.Farm wind farm simulation codes.

openfemflow

openfoam_tutorials_

OpenFOAM Tutorials!

paper-tips-and-tricks

Best practice and tips & tricks to write scientific papers in LaTeX, with figures generated in Python or Matlab.

pde-find

pseudospectralpython

A short course in pseudospectral collocation methods for wave equations, with implementations in Python.

psu-openfoam-course-notes

Lecture notes on OpenFOAM by Dr. Xiaofeng Liu at Penn State University

pybem2d

A Python-based Boundary Element Library

pydmd

Python Dynamic Mode Decomposition

pymor

pyMOR - Model Order Reduction with Python

pysces

Boundary element method for python

python-100-days

Python - 100天从新手到大师