dapeng2022 Goto Github PK

2-scikit-learn-intro

利用Scikit Learn对秒级股票数据进行建模预测

2022-machine-learning-specialization

abaqus-plugin

此处存放的ABAQUS二次开发系列教程所用到的代码,加上我的版权声明即可随意使用

abaqus2matlab

Software connecting Abaqus and Matlab

abaqus_ann_constitutive_model

Computational framework to implement an artificial neural network based constitutive model in Abaqus for mesh coarsening

abaqus_pycharm

allow pycharm IDE check types and run abaqus python program

abaqus_umat

This is a public repository for the book of Create your own material library using Abauqs UMAT

aotools

A useful set of tools for Adaptive Optics in Python

biomechanics_finiteelementanalysis

Python/Fortran/Matlab programs to work with finite element analysis data and software (Abaqus)

bone-remodelling

Mathematical modelling of bone remodelling cycles including the NFkB signalling pathway

bonemapy

An ABAQUS plug-in to map bone properties from CT scans to 3D finite element bone/implant models

computational-lithography

This is a 2D expansion of the pierremifasol's work(https://github.com/pierremifasol/Lithography-Simulation)

comsol-ai

comsol_ml

Main commands for the analysis and optmization of a comsol model using machine learning

control-and-system-book

textbook about control, robotics, system

coursera-ml-using-matlab-python

coursera吴恩达机器学习课程作业自写Python版本+Matlab原版

dapeng2022

databook_matlab

Matlab files with demo code intended as a companion to the book "Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control" by Steven L. Brunton and J. Nathan Kutz http://www.databookuw.com/

deep_learning_topology_opt

Code for paper "Self-Directed Online Machine Learning for Topology Optimization"

deepxde

A library for scientific machine learning and physics-informed learning

dental-biometrics

Person Identification based on dental records using Deep Neural Networks. My Btech final year project.

diffractsim

✨ A diffraction simulator for exploring and visualizing physical optics.

lithography-simulation

Github repository to share some insights about lithography simulation.

lqr-feedback-controller-for-an-active-suspension-system-of-a-rail-vehicle

Modelling and control of a railway vehicle active suspension system to improve the reduction in vibrations in the vehicle.

machine-learning

Python machine learning applications in image processing, recommender system, matrix completion, netflix problem and algorithm implementations including Co-clustering, Funk SVD, SVD++, Non-negative Matrix Factorization, Koren Neighborhood Model, Koren Integrated Model, Dawid-Skene, Platt-Burges, Expectation Maximization, Factor Analysis, ISTA, FIST

machine-learning-and-system-identification-for-adaptive-optics

This project deals with system identification and machine learning of large-scale deformable mirrors used in adaptive optics. I have submitted two papers that deal with this important problem. The approaches can be generalized two other problems of estimating large-scale system with the dynamics described by partial differential equations.

machine-learning-homework

Matlab Coding homework for Machine Learning

matlab-finite-element-method-and-bone-remodelling-projects

It contains a project on Bone Remodelling and a brief report on it. It also contains the FEM method illustrated in the book of "FEA for Solids and Structures" by Antonio Ferreira. In addition, some tasks performed while studying a book on "An Introduction to Programming and Numerical Methods in MATLAB" by S.R Otto and J.P Denier are also included.

matlab-machine-learning

Source Code for 'MATLAB Machine Learning' by Michael Paluszek and Stephanie Thomas

matlab_deep_learning

《Matlab计算机视觉与深度学习实战》代码