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Scott Lundberg's Projects

chromnet icon chromnet

Software to build a comprehensive chromatin network model from all public ENCODE data.

chromnet.jl icon chromnet.jl

Integrates any BAM/BED file into the ChromNet group graphical model.

dictio.jl icon dictio.jl

Simple type-preserving text based dictionary IO utility.

distributions.jl icon distributions.jl

A Julia package for probability distributions and associated functions.

factoranalysis.jl icon factoranalysis.jl

Confirmatory factor analysis designed for learning latent graphical models.

glmnet.jl icon glmnet.jl

Julia wrapper for fitting Lasso/ElasticNet GLM models using glmnet

hclust.jl icon hclust.jl

Hierarchical Clustering for Julia, similar to R's hclust()

integratedgradients icon integratedgradients

Python implementation of integrated gradients presented in "Axiomatic Attribution for Deep Networks" for explaining any model defined in Keras framework.

interpret icon interpret

Fit interpretable models. Explain blackbox machine learning.

julia icon julia

The Julia Language: A fresh approach to technical computing.

lightgbm icon lightgbm

A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

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