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个人练习,自编码器及其变形(理论+实践)
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
Bayes Net Toolbox for Matlab
[CVPR 2022]"CADTransformer: Panoptic Symbol Spotting Transformer for CAD Drawings", Zhiwen Fan, Tianlong Chen, Peihao Wang, Zhangyang Wang
Characterizing possible failure modes in physics-informed neural networks.
Code for "Learning data-driven discretizations for partial differential equations"
deep learning for image processing including classification and object-detection etc.
DeepGreen network written in Tensorflow 2
A library for scientific machine learning and physics-informed learning
Run, Dynamo, Run!
Improved version of the codes accompanying the book "A. J. M. Ferreira, MATLAB Codes for Finite Element Analysis: Solids and Structures, Springer, 2008"
Linear and non-linear spectral forecasting algorithms
Using graph network to solve PDEs
Discover pretrained models for deep learning in MATLAB
a multiresolution convolutional autoencoder architecture
Learning in infinite dimension with neural operators.
Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations
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 ;)
mathLab mirror of Python Dynamic Mode Decomposition
A package for the sparse identification of nonlinear dynamical systems from data
Ansys Digital Twin repository
code for NHERI SimCenter quoFEm application. A desktop application to add UQ and Optimization routines to FEM applications.
:sparkles: A Python package for sparse representations and dictionary learning, including matching pursuit, K-SVD and applications.
This repository contains Matlab code to reproduce results for the sparse sensor placement optimization for reconstruction (SSPOR) algorithm.
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
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.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.