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autoencoder

个人练习，自编码器及其变形（理论+实践）

battery_digital_twin

This repository contains the scripts and preprocessed data to recreate the figures and results presented in the paper: A Comprehensive Review of Digital Twin - Part 2: Roles of Uncertainty Quantification and Optimization, a Battery Digital Twin, and Perspectives

bnt

Bayes Net Toolbox for Matlab

cadtransformer

[CVPR 2022]"CADTransformer: Panoptic Symbol Spotting Transformer for CAD Drawings", Zhiwen Fan, Tianlong Chen, Peihao Wang, Zhangyang Wang

characterizing-pinns-failure-modes

Characterizing possible failure modes in physics-informed neural networks.

data-driven-discretization-1d

Code for "Learning data-driven discretizations for partial differential equations"

deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

deepgreen

DeepGreen network written in Tensorflow 2

deepxde

A library for scientific machine learning and physics-informed learning

dynamo

Run, Dynamo, Run!

ferreiracodes_improved

Improved version of the codes accompanying the book "A. J. M. Ferreira, MATLAB Codes for Finite Element Analysis: Solids and Structures, Springer, 2008"

from_fourier_to_koopman

Linear and non-linear spectral forecasting algorithms

graph-pde

Using graph network to solve PDEs

matlab-deep-learning-model-hub

Discover pretrained models for deep learning in MATLAB

mrcae

a multiresolution convolutional autoencoder architecture

neuraloperator

Learning in infinite dimension with neural operators.

pinns

Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations

probabilistic-programming-and-bayesian-methods-for-hackers

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 ;)

pydmd

mathLab mirror of Python Dynamic Mode Decomposition

pysindy

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

pytwin

Ansys Digital Twin repository

quofem

code for NHERI SimCenter quoFEm application. A desktop application to add UQ and Optimization routines to FEM applications.

sindyautoencoders

sparselandtools

:sparkles: A Python package for sparse representations and dictionary learning, including matching pursuit, K-SVD and applications.

sspor_pub

This repository contains Matlab code to reproduce results for the sparse sensor placement optimization for reconstruction (SSPOR) algorithm.

swin-transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

vtuber-python-unity

An Implementation of VTuber (Both 3D and Live2D) using Python and Unity. Providing face movement tracking, eye blinking detection, iris detection and tracking and mouth movement tracking using CPU only.