Discover @slundberg Open Source projects

Scott Lundberg (@slundberg)

slundberg

Stars
68
Global Rank 274,652 (Top 10 %)
Followers 1,511
Registered over 11 years ago
Most used languages

Julia
75.0 %

Python
8.3 %

Jupyter Notebook
8.3 %

HTML
8.3 %
Location 🇺🇸 United States
Country Total Rank 55,665
Country Ranking

Jupyter Notebook
16

Julia
269

shap

A game theoretic approach to explain the output of any machine learning model.

Jupyter Notebook

PmapProgressMeter.jl

A simple wrapper that allows pmap to report results using the ProgressMeter package.

ShapleyValues.jl

Explain any function output additively with Shapley values.

ChromNet.jl

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

personal-homepage

SimplePlot.jl

A collection of clean plotting methods for easy Julia figures.

chromNet

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

StreamingTimeSeries.jl

Time series manipulation written in a streaming paradigm

PureSeq.jl

Code for the Pure-seq project

SimplePlotPerf.jl

A collection of performance plotting routines based on SimplePlot.

MLBasePlotting.jl

Plotting extensions for MLBase.jl

slundberg.github.io

ESValues.jl

Expectation Shapley (ES) values