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slundberg/shap

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

https://github.com/slundberg/shap

slundberg

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Issues rank

Understanding SHAP for multi-classification problem hot 2
AdditiveForceVisualizer: doing more with explanation similarity (sort order, etc.) hot 2
Shap values for embedding layer hot 2
ValueError: array is too big; `arr.size * arr.dtype.itemsize` is larger than the maximum possible size hot 2
ResourceExhaustedError with DeepExplainer after Keras model load hot 1
KernelExplainer for Multiclass XGBoost model - returns NaN Value Error hot 1
IndexError: list index out of range - shap hot 1
features change for each prediction? Keras LSTM for IMDB Sentiment Classification latest.ipynb hot 1
ImportError: cannot import name 'lobpcg' hot 1
Documentation on shap.image_plot hot 1
predict() got an unexpected keyword argument 'validate_features' hot 1
Is SHAP appropriate for mostly categorical data? hot 1
ModuleNotFoundError after importing shap hot 1
Shap for RNN models hot 1
AssertionError: Additivity check failed in TreeExplainer! Please report this on GitHub. Consider retrying with the feature_perturbation='interventional' option. hot 1

contributors (According to the first 100)

slundberg
imatiach-msft
gabrieltseng
QuentinAmbard
floidgilbert
RAMitchell
lrjball
anusham1990
kodonnell
JasonTam
jorgecarleitao
KOLANICH
xzzxxzzx
moritzaugustin
parsatorb
JiechengZhao
jlewis91
sbrugman
SachinVarghese
ihopethiswillfi
mizukasai
JacobMcc
canorbal
dependabot[bot]
hchandola
VibratingPig
ehuijzer
lemon-yellow
HughChen
ajd98
gokceneraslan
jamesmyatt
s6juncheng
miaekim
prempiyush
PrimozGodec
Rypo
vivekchettiar
yunchuankong
dmilad
fabsig
nasir-bhanpuri
AvantiShri
tcbegley
AbdealiJK
alexantoinefortin
alexandrnikitin
bgreenwell
brianhill11
ChemEngDataSci
chua-quora
denkorzh
doramir
DorianCzichotzki
ekrim
parkerzf
proinsias
gabrielcs
gracecarrillo
jameslamb
jklaise
rightx2
Jimbotsai
jimmywan
jotsif
JuanCorp
juliusbierk
Bacoknight
koomie
kaddynator
Kylecrif
lupusomniator
mqk
trams
owlas
pmeier-tiplu
pyrtsa
RandallJEllis
rcarneva
ssaamm
tempse
vatsan
suragnair
Tambah
timothyrenner
andriy-nikolov
perretv
verdimrc
YotamElor
aokeson
azarnyx
Harivallabha
invokermain
jochenater
joelostblom
jonlwowski012
jpzhangvincent
jverre-drivalytix
saaryalov
SimonISIO