Ecosyste.ms: Packages
An open API service providing package, version and dependency metadata of many open source software ecosystems and registries.
cran.r-project.org "interpretable-machine-learning" keyword
Top 6.7% on cran.r-project.org
29 versions - Latest release: over 1 year ago - 25 dependent packages - 43 dependent repositories - 6.09 thousand downloads last month - 1,327 stars on GitHub - 1 maintainer
DALEX 2.4.3 💰
moDel Agnostic Language for Exploration and eXplanation29 versions - Latest release: over 1 year ago - 25 dependent packages - 43 dependent repositories - 6.09 thousand downloads last month - 1,327 stars on GitHub - 1 maintainer
modelStudio 3.1.2 💰
Interactive Studio for Explanatory Model Analysis18 versions - Latest release: about 1 year ago - 1 dependent repositories - 561 downloads last month - 319 stars on GitHub - 1 maintainer
survex 1.2.0
Explainable Machine Learning in Survival Analysis5 versions - Latest release: 7 months ago - 461 downloads last month - 88 stars on GitHub - 1 maintainer
kernelshap 0.4.1
Kernel SHAP13 versions - Latest release: 5 months ago - 1 dependent package - 1 dependent repositories - 895 downloads last month - 30 stars on GitHub - 1 maintainer
treeshap 0.3.1
Compute SHAP Values for Your Tree-Based Models Using the 'TreeSHAP' Algorithm3 versions - Latest release: 4 months ago - 1 dependent package - 1 dependent repositories - 420 downloads last month - 73 stars on GitHub - 1 maintainer
counterfactuals 0.1.2
Counterfactual Explanations2 versions - Latest release: about 1 year ago - 336 downloads last month - 19 stars on GitHub - 1 maintainer
distillML 0.1.0.13
Model Distillation and Interpretability Methods for Machine Learning Models2 versions - Latest release: about 1 year ago - 278 downloads last month - 5 stars on GitHub - 1 maintainer
vivo 0.2.1
Variable Importance via Oscillations5 versions - Latest release: over 3 years ago - 256 downloads last month - 14 stars on GitHub - 1 maintainer
fastshap 0.1.1
Fast Approximate Shapley Values8 versions - Latest release: 3 months ago - 5 dependent packages - 4 dependent repositories - 2.12 thousand downloads last month - 110 stars on GitHub - 1 maintainer
flashlight 0.9.0
Shed Light on Black Box Machine Learning Models14 versions - Latest release: almost 1 year ago - 1 dependent package - 1 dependent repositories - 569 downloads last month - 21 stars on GitHub - 1 maintainer
interpret 0.1.33
Fit Interpretable Machine Learning Models10 versions - Latest release: over 1 year ago - 388 downloads last month - 5,831 stars on GitHub - 1 maintainer
Related Keywords
xai
9
explainable-ai
8
machine-learning
7
interpretability
7
explainable-ml
6
iml
5
explanatory-model-analysis
4
explainable-machine-learning
3
r
3
variable-importance
3
explainable-artificial-intelligence
3
shap
3
interpretable-ml
2
model-visualization
2
model
2
explainability
2
responsible-ml
2
r-package
2
ai
2
bart
1
model-agnostic-explanations
1
distillation-model
1
local-explanations
1
shapley-value
1
rstats
1
time-to-event
1
random-forest
1
xgboost
1
shapley
1
shapley-values
1
artificial-intelligence
1
bias
1
blackbox
1
differential-privacy
1
gradient-boosting
1
interpretable-ai
1
interpretml
1
scikit-learn
1
transparency
1
black-box
1
dalex
1
data-science
1
explanations
1
fairness
1
predictive-modeling
1
responsible-ai
1
explainable
1
human
1
interactive
1
interactivity
1
interpretable
1
learning
1
machine
1
visualization
1
biostatistics
1
brier-scores
1
censored-data
1
cox-model
1
cox-regression
1
probabilistic-machine-learning
1
survival-analysis
1