reyhashemi Goto Github PK
Name: Basilique
Type: User
Bio: Deep Learner
Name: Basilique
Type: User
Bio: Deep Learner
Applied Deep Learning Course
Code and datasets for paper "Assessing Weighted Physics Informed Neural Networks in Ocean Modelling"
Visualization for simple attention and Google's multi-head attention.
BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)
A complete computer science study plan to become a software engineer.
We propose a conservative physics-informed neural network (cPINN) on decompose domains for nonlinear conservation laws. The conservation property of cPINN is obtained by enforcing the flux continuity in the strong form along the sub-domain interfaces.
Public facing notes page
Companion code for "Solving Nonlinear and High-Dimensional Partial Differential Equations via Deep Learning" by A. Al-Aradi, A. Correia, D. Naiff, G. Jardim and Y. Saporito (https://arxiv.org/abs/1811.08782)
Deep Hidden Physics Models: Deep Learning of Nonlinear Partial Differential Equations
1D SWE
Implementation of the Deep Ritz method and the Deep Galerkin method
A library for scientific machine learning
Solving High Dimensional Partial Differential Equations with Deep Neural Networks
E(2)-Equivariant CNNs Library for Pytorch
Forward-Backward Stochastic Neural Networks: Deep Learning of High-dimensional Partial Differential Equations
The public repository about our joint FINN research project
Use Fourier transform to learn operators in differential equations.
:books: Freely available programming books
Google Cloud tutorial and setup
gPINN: Gradient-enhanced physics-informed neural networks
A highly efficient and modular implementation of Gaussian Processes in PyTorch
GR4J rainfall runoff model implemented in Python
GR applications of machine learning -- publications list
loss landscape visualization
hPINN: Physics-informed neural networks with hard constraints
Surrogate Modeling for Fluid Flows Based on Physics-Constrained Label-Free Deep Learning
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.