je-santos Goto Github PK
Name: Javier E. Santos
Type: User
Name: Javier E. Santos
Type: User
Some ipython notebooks implementing AI algorithms
Semantic cellmentation
The Senseiver: attention-based global field reconstruction from sparse observations
Personal Webpage
Enables Zygote.jl differentiable functions to be differentiated with pytorch
Computational Fluid Dynamics based on PyTorch and the Lattice Boltzmann Method
Live training loss plot in Jupyter Notebook for Keras, PyTorch and others
SPWLA PDDA’s 1st Petrophysical Data-Driven Analytics Contest -- Sonic Log Synthesis
Library for performing multiphase simulations (based on the Shan-Chen model) in complicated geometries (i.e. porous media 3D images)
The MultiScale Network for hierarchical regression (MS-Net) performs 3D regression based on a hierarchical principle: coarse inputs provide broad information about the data, and progressively finer-scale inputs can be used to refine this information.
Code to carry-out nanofinement simulations in 3D nanorpores with an arbitrary shape using LAMMPS
3D CNN to predict single-phase flow velocity fields
Python module for synthetic generation of rough fracture surfaces
Deep Learning (with PyTorch)
For the semantic segmentation of remote sensing image, tensorflow implementation
Improving Semantic Image Segmentation and Generalization with ResUNet++, Conditional Random Field, and Test-Time Augmentation
Matlab codes to create synthetic fractures for multiphase simulation
A repository to learn how to train deep neural nets with single-phase porous media data
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
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.