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.github

Templates for Issues and Pull Requests shared between every repository in the organization

3dvis4geodata

This repo is for my class notes in 3D visualization for Geoscience data. The main page is https://yufengwa.github.io/3Dvis4Geodata/

adversarialnetspapers

Awesome paper list with code about generative adversarial nets

aima-python

Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

awesome-jupyter

A curated list of awesome Jupyter projects, libraries and resources

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

awesome-rl

Reinforcement learning resources curated

awesome-scientific-computing

:sunglasses: Curated list of awesome software for numerical analysis and scientific computing

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

bda_course_aalto

Bayesian Data Analysis course at Aalto

cfs-pml2nd

CFS-PML2nd is a C-based code package for fractional viscoacoustic simulation with unsplit CFS-PML scheme.

charlesscripts

My awesome scripts for Arch Linux or Ubuntu Gnome latest LTS or MacBook.

cnn-explainer

Learning Convolutional Neural Networks with Interactive Visualization.

computageophys

This repo is for my class notes in Computational Geophysics. The main page is https://yufengwa.github.io/ComputaGeophys/

cug-homepage

This repo hosts my homepage powered by jemdoc+MathJax.

cuqrtm

cuQRTM is a CUDA-based code package that implements Q-RTMs based on a set of stable and efficient strategies, such as streamed CUFFT, checkpointing-assisted time-reversal reconstruction (CATRC) and adaptive stabilization.

deep-learning-papers-reading-roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

deeplearningbook-chinese

Deep Learning Book Chinese Translation

deeponet

Learning nonlinear operators via DeepONet

deepxde

Deep learning library for solving differential equations and more

edward

A probabilistic programming language in TensorFlow. Deep generative models, variational inference.

examples

Examples of exercises that accompany Effective Computation in Physics

expqrtm

expQRTM is a CUDA-based package for QRTM with explicit stabilization in the time-space domain.

fine-tuning-nos

fourier_neural_operator

Use Fourier transform to learn operators in differential equations.

fwi.jl

A Julia package for solving the 2D and 3D acoustic Full Waveform Inversion on a regular rectangular mesh.

generative-adversarial-networks

Introduction to generative adversarial networks, with code to accompany the O'Reilly tutorial on GANs

generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

geostats.jl

An extensible framework for high-performance geostatistics in Julia

graph-pde

Using graph network to solve PDEs