tianjuchen Goto Github PK
Name: Tianju Chen
Type: User
Company: Argonne National Laboratory
Name: Tianju Chen
Type: User
Company: Argonne National Laboratory
๐งโ๐ซ 60 Implementations/tutorials of deep learning papers with side-by-side notes ๐; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), ๐ฎ reinforcement learning (ppo, dqn), capsnet, distillation, ... ๐ง
A Latex style and template for paper preprints (based on NIPS style)
A curated list of awesome Distributed Deep Learning resources.
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
BlackBear is a MOOSE-based code for simulating degradation processes in concrete and other structural materials.
Dรผsseldorf Advanced Material Simulation Kit (Read-only mirror)
Various mechanics modules for the MOOSE framework
Data Analysis program and framework for materials science data analytics, based on the managing framework SIMPL framework.
An FEM code for battery-related physics
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
interactive visualization of 5 popular gradient descent methods with step-by-step illustration and hyperparameter tuning UI
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
libMesh github repository
Unofficial PyTorch implementation of Masked Autoencoders Are Scalable Vision Learners
Massively parallel training of machine-learning based weather and climate models
Matlab geometry toolbox for 2D/3D geometric computing
Official repository for mef90/vDef
Multiphysics Object Oriented Simulation Environment
An FEM code for battery-related physics
Modular consitutive modeling library for structural materials
Prototype for batched material updates
NEML2 workshop hands-on training material
Use Neper to create an input file and update it to include materials and sections for each generated grain
Link Neper polycrystal generator with Abaqus CAE
Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.
Mirror of https://gitlab.com/petsc/petsc
PRISMS-PF: An Open-Source Phase-Field Modeling Framework
Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations
PRISMS Crystal Plasticity and Continuum Plasticity FEM code
A declarative, efficient, and flexible JavaScript library for building user interfaces.
๐ 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. ๐๐๐
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 โค๏ธ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.