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autograd icon autograd

Efficiently computes derivatives of numpy code.

jaan.io icon jaan.io

A Retina-ready Jekyll-powered blog with responsiveness, SEO, etc.; up at https://jaan.io

lvae icon lvae

Code for "How to Train Deep Variational Autoencoders and Probabilistic Ladder Networks"

maml icon maml

Code for "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"

similarity icon similarity

Semi-Pseudocode for document similarity using external libraries. (Done in 2-4 hours in April 2014)

svae icon svae

code for Structured Variational Autoencoders

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

terastructure icon terastructure

TeraStructure is a new algorithm to fit Bayesian models of genetic variation in human populations on tera-sample-sized data sets (10^12 observed genotypes, i.e., 1M individuals at 1M SNPs). This package provides a scalable, multi-threaded C++ implementation that can be run on a single computer.

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