Yufeng Wang's starred repositories
DeepGenerativeModelingIntro
PyTorch Code used in 'Introduction to Deep Generative Modeling'
pytorch-CycleGAN-and-pix2pix
Image-to-Image Translation in PyTorch
Applied-Deep-Learning
Applied Deep Learning Course
stable-diffusion
A latent text-to-image diffusion model
seismodinv
This repo shows two CNNs (WaveNet and Conditional Encoder-Decoder, CED) for seismic modeling and inversion.
awesome-NeRF
A curated list of awesome neural radiance fields papers
mkdocs-material
Documentation that simply works
forge-demo
A 3D viz demo
Data-Science-For-Beginners
10 Weeks, 20 Lessons, Data Science for All!
DifferentialEquations.jl
Multi-language suite for high-performance solvers of differential equations and scientific machine learning (SciML) components. Ordinary differential equations (ODEs), stochastic differential equations (SDEs), delay differential equations (DDEs), differential-algebraic equations (DAEs), and more in Julia.
K3D-jupyter
K3D lets you create 3D plots backed by WebGL with high-level API (surfaces, isosurfaces, voxels, mesh, cloud points, vtk objects, volume renderer, colormaps, etc). The primary aim of K3D-jupyter is to be easy for use as stand alone package like matplotlib, but also to allow interoperation with existing libraries as VTK.
scientific-visualization-book
An open access book on scientific visualization using python and matplotlib
super-resolution
Tensorflow 2.x based implementation of EDSR, WDSR and SRGAN for single image super-resolution
universal_differential_equations
Repository for the Universal Differential Equations for Scientific Machine Learning paper, describing a computational basis for high performance SciML
deeplearning-mindmap
A mindmap summarising Deep Learning concepts.
machine-learning-mindmap
A mindmap summarising Machine Learning concepts, from Data Analysis to Deep Learning.
tensorflow
An Open Source Machine Learning Framework for Everyone
learned_gradient_tomography
Solving ill-posed inverse problems using iterative deep neural networks
awesome-production-machine-learning
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
aima-python
Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"