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This package provide matlab code to realized 3 popular machine learning method for Dynamic Treatment Regime. A intermediate version of the paper is https://arxiv.org/abs/1611.02314. The paper started in 2012, and is currently in press at Stat in Medicine. We also provide R code for functions in the package in 'DTRlearn'. The matlab code performs more stable than R.
Deep Learning Specialization by Andrew Ng on Coursera.
Code for the paper "End-to-end training of deep probabilistic CCA on paired biomedical observations".
mean-field and structured VAEs for the IBP
This is the code for our paper https://arxiv.org/abs/1703.05264
Multiple Imputation Randomized Lasso
Resources for "Natural Language Processing" Coursera course.
Poisson Identifiable VAE (pi-VAE)
Bayesian learning and inference for state space models
Yee Whye Teh's code Nonparametric Bayesian Mixture Models - release 2.1 and Nonparametric Bayesian Mixture Models - release 1
Variational Auto-Encoders in a Sequential Setting.
This repository provide python and R code for training via deep latent variable model. Accompanying paper: https://arxiv.org/abs/1809.10765
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.