slundberg

code

A new way to code.

category_encoders

A library of sklearn compatible categorical variable encoders

staged-recipes

A place to submit conda recipes before they become fully fledged conda-forge feedstocks

scipy

Scipy library main repository

personal-homepage

interpret

Fit interpretable models. Explain blackbox machine learning.

woe

Tools for WoE Transformation mostly used in ScoreCard Model for credit rating

shap-feedstock

A conda-smithy repository for shap.

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.

SimplePlot.jl

A collection of clean plotting methods for easy Julia figures.

setGPU

Small Python library to automatically set CUDA_VISIBLE_DEVICES to the least loaded device on multi-GPU systems.

ChromNet.jl

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

docker-python

Kaggle Python docker image

PmapProgressMeter.jl

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

StreamingTimeSeries.jl

Time series manipulation written in a streaming paradigm

xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow

IntegratedGradients

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

pomegranate

Fast, flexible and easy to use probabilistic modelling in Python.

slundberg.github.io

GLMNet.jl

Julia wrapper for fitting Lasso/ElasticNet GLM models using glmnet

ESValues.jl

Expectation Shapley (ES) values

ShapleyValues.jl

Explain any function output additively with Shapley values.

SimplePlotPerf.jl

A collection of performance plotting routines based on SimplePlot.

aurelia-polymer

Aurelia plugin to support Polymer

MXNet.jl

MXNet Julia Package - flexible and efficient deep learning in Julia

PureSeq.jl

Code for the Pure-seq project

SamIO.jl

A simple reader for SAM and BAM files.

METADATA.jl

Metadata for registered Julia packages.

XGBoost.jl

Julia XGBoost Interface

ChromNet.js

ChromNet web client front end.