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Top 7 shapley open source projects
Shap
A game theoretic approach to explain the output of any machine learning model.
✭ 14,917
Jupyter Notebook
python
C++
javascript
Cuda
powershell
deep-learning
machine-learning
interpretability
gradient-boosting
shapley
shap
explainability
removal-explanations
A lightweight implementation of removal-based explanations for ML models.
✭ 46
python
machine-learning
interpretability
shapley
explainability
fastshap
Fast approximate Shapley values in R
✭ 79
r
C++
variable-importance
explainable-ai
explainable-ml
xai
shapley
interpretable-machine-learning
shapley-values
shapr
Explaining the output of machine learning models with more accurately estimated Shapley values
✭ 95
r
C++
TeX
python
rcpp
rstats
rcpparmadillo
explainable-ai
explainable-ml
shapley
sage
For calculating global feature importance using Shapley values.
✭ 129
python
machine-learning
interpretability
shapley
explainability
mta
Multi-Touch Attribution
✭ 60
python
markov-model
marketing
probabilistic-models
shapley
ShapML.jl
A Julia package for interpretable machine learning with stochastic Shapley values
✭ 63
julia
feature-importance
shapley
interpretable-machine-learning
iml
shap
shapley-value
stochastic-shapley-values
1-7
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7
shapley projects