Name: Predictive Science Laboratory
Type: Organization
Bio: Software developed by PSL
Location: Purdue University, West Lafayette, IN, USA
This is the source code of our lab's website (www.predictivesciencelab.org). It is built using Hugo using the Academic Theme and it is published on Netlify.
See MIT License for terms of use.
advanced-scientific-machine-learning
ME 697 - Advanced Scientific Machine Learning
caffe
Caffe: a fast open framework for deep learning.
cluster-opt-bgo
Bayesian Global Optimization for Minimum Energy Cluster Identification
data-analytics-se
ME 539 - Introduction to Scientific Machine Learning
gpy
Gaussian processes framework in python
inverse-bgo
Use Bayesian Global Optimization to solve inverse problems
jaxpi
Forked version of jaxpi to be used in ME 697.
orthogonalpolynomials.jl
Orthogonal polynomials with respect to arbitrary probability densities for Julia
orthojax
Orthogonal polynomials (polynomial chaos) in Jax.
paper-2023-inverse-map-karumuri
Code for the inverse map paper
paper-2023-strength-karumuri
pift-paper-2023
Physics-informed information field theory - Solve inverse problems with built-in model form uncertainty estimation
pslab
Documentation on the labs codes
py-aspgp
py-bgo
An implementation Bayesian global optimization in Python
py-design
Design of random experiments in Python
py-mcmc
A simple MCMC framework for training Gaussian processes adding functionality to GPy.
py-orthpol
Construct orhogonal polynomials using Python
pyipopt
A Python connector to IPOPT
pymc
PyMC: Bayesian Stochastic Modelling in Python
pysmc
Sequential Monte Carlo working on top of pymc
uq-course
Introduction to Uncertainty Quantification
variational-elliptic-spde
www
www2
Predictive Science Laboratory - Website v2.0
React
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
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
Django
The Web framework for perfectionists with deadlines.
Laravel
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.
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
Microsoft
Open source projects and samples from Microsoft.
Google
Google ❤️ Open Source for everyone.
Alibaba
Alibaba Open Source for everyone
D3
Data-Driven Documents codes.
Tencent
China tencent open source team.
