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BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.
Bayesian synthetic likelihood (BSL, Price et al (2018)) is an alternative to standard, non-parametric approximate Bayesian computation (ABC). BSL assumes a multivariate normal distribution for the summary statistic likelihood and it is suitable when the distribution of the model summary statistics is sufficiently regular.
ELFI - Engine for Likelihood-Free Inference
First repository
An implementation of JAX core based on Autodidax.
Notebook tutorials
I attempt to implement papers of interest to me.
This code simulates the growth of a glioblastoma using PhysiCell
Code for MPhil thesis that's not included in the core ELFI package
Statistical Rethinking (2nd ed.) with NumPyro
React + Next + Hooks API
Simulation-based inference toolkit
Simulation-based inference benchmark
Benchmark of misspecified examples common in the SBI literature
A Python package for GPU-accelerated estimation of mixed logit models.
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.