Light

taohu88 / ml-sghmc Goto Github PK

View Code? Open in Web Editor NEW

This project forked from tqchen/ml-sghmc

0.0 2.0 0.0 93 KB

Experiment code for Stochastic Gradient Hamiltonian Monte Carlo

Python 6.90% MATLAB 2.74% Makefile 0.41% C++ 89.67% C 0.24% Shell 0.04%

ml-sghmc's Introduction

ML-SGHMC

Experiment codes for Paper:

Tianqi Chen, Emily B. Fox, Carlos Guestrin "Stochastic Gradient Hamiltonian Monte Carlo" ICML 2014

Informations:

arxiv link: http://arxiv.org/abs/1402.4102
matlab: contains scripts for simulated experiments
bayesnn: contains a numpy implementation of baysian neural network
mf: contains a c++ implementation of bayesian matrix factorization using SGHMC

ml-sghmc's People

Contributors

Watchers

Recommend Projects

React

A declarative, efficient, and flexible JavaScript library for building user interfaces.
Vue.js

🖖 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.
TensorFlow

An Open Source Machine Learning Framework for Everyone
Django

The Web framework for perfectionists with deadlines.
Laravel

A PHP framework for web artisans
D3

Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

javascript

JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
web

Some thing interesting about web. New door for the world.
server

A server is a program made to process requests and deliver data to clients.
Machine learning

Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Visualization

Some thing interesting about visualization, use data art
Game

Some thing interesting about game, make everyone happy.

Recommend Org

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.