wilinilix,github

introdatascience

Notes on Data Science. 数理统计、机器学习和数据编程的学习笔记。

This is a MATLAB code for simulating lid driven flow using the SIMPLE algorithm. A set of 2D Collocated mesh is used accompanied by the Rhie-Chow interpolation. The calculation speed has not been optimized. I will appreciate it if anyone can help to accelerate the compuation.

life-is-short

"⼈⽣苦短, 使⽤ Python", Presentation materials PyCon KR 2018

linear_algebra_with_python

Lecture Notes for Linear Algebra Featuring Python

machine_learning_study_path

机器学习过程中所看的书，视频和源码

magic3d

Magic3D is a platform for developing graphics and vision related cutting-edge technology, including but not limited: 3D scanning, reconstruction, modeling, image processing.

mathq

Data and code for the paper "A Neural Network Solves, Explains, and Generates University Math Problems by Program Synthesis and Few-Shot Learning at Human Level" by Drori et al., 2022.

mit-linear-algebra-notes

Notes for MIT-Linear-Algebra

modern-cpp-tutorial

📚 Modern C++ Tutorial: C++11/14/17/20 On the Fly

nm4p

Programs for "Numerical Methods for Physics" by Alejandro Garcia

nndl-codes

Sample Codes for NNDL

num_func

Numerical analysis toolbox, including interpolation, fitting, numerical integration, iterative solution of linear/nonlinear equations, solution of ordinary differential equations.

pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

pgportfolio

PGPortfolio: Policy Gradient Portfolio, the source code of "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem"(https://arxiv.org/pdf/1706.10059.pdf).