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Ruichen Ni's Projects

cdproject icon cdproject

The project for the course 'Computational Dynamics'

exercies-from-hard-way-python icon exercies-from-hard-way-python

This project mainly contains my code when finishing the exercises from the book "Learn Python 3 the Hard Way A Very Simple Introduction to the Terrifyingly Beautiful World of Computers and Code"

fast_methods icon fast_methods

N-Dimensional Fast Methods: Fast Marching, Fast Sweeping, Group Marching, Fast Iterative, etc.

fem-python icon fem-python

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

homework-of-pattern-recognition-course icon homework-of-pattern-recognition-course

This repository is used to restore my codes for programming homework of Pattern Recognition Course in Tsinghua University. Detailed description is given in the README.md under the corresponding folder for each problem.

learning-note-fluent-python icon learning-note-fluent-python

This repository is used to record my learning code when reading "Luciano Ramalho - Fluent Python_ Clear, Concise, and Effective Programming (2015, O'Reilly Media)"

masked-face-detection icon masked-face-detection

This is a project of Pattern Recognition course in Tsinghua University: Object detection task of masked face based on YOLO-LITE model. The model trains and infers both on CPU. The default parameters for anchor box are not so good and the [email protected] is just 15% for a small dataset, which means the overfitting is severe. You may change the parameters by yourself and train the model for a larger dataset to gain a better performance.

mpm3d-f90 icon mpm3d-f90

An open source MPM code companion to the book "X Zhang, Z Chen, Y Liu. The Material Point Method - A Continuum-Based Particle Method for Extreme Loading Cases. Academic Press, 2016"

stappp icon stappp

A C++ FEM code sharing the same input data file with STAP90

stappy icon stappy

A python FEM code sharing the same input data file with STAP90

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