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from shapely.geometry import Point, LineString, Polygon
# Nokta oluşturma
nokta = Point(0, 0)
# Çizgi oluşturma
cizgi = LineString([(0, 0), (1, 1), (2, 0)])
# Çokgen oluşturma
cokgen = Polygon([(0,…
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Deer author,
Can l use code 'value = self.value(state_, action_pol)' calculate to the credit assignment or Shapley Q-value of each agent?
And the sample size need to be set 1.
Thank you.
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![shapley](https://user-images.githubusercontent.com/33357428/222118086-efdfcda4-01e6-4d4d-bc6d-30ce019c464b.png)
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Hi @slundberg
Having found the "Shapley Flow: A Graph-based Approach to Interpreting Model Predictions" paper you wrote with 2 co-authors, I wonder if it's planned to implement it in _shap_ librar…
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Introduced in Wu, M., Jia, R., Huang, W., & Chang, X. (2022). [Robust Data Valuation via Variance Reduced Data Shapley](https://arxiv.org/abs/2210.16835). arXiv preprint arXiv:2210.16835.
The idea …
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#319 introduces `PermutationSampler` but it does not include the possibility of interrupting the sampling within a permutation, as required for TCMS.
One possibility would be to make samplers not …
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We are considering Shapley Value Analysis for the interpretability of our models. One crucial aspect is determining the optimal visualization plots for Shapley values and deciding the number of featu…
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For some reason, it looks like sgd_shapley is [not performing the Dijkstra projection](https://github.com/ThalesGroup/shapkit/blob/7ad9afb1931a4f903027419d0e461ed4200c3567/shapkit/sgd_shapley.py#L196)…
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How do Shapley values compare to Sobol indices from UQ? Shapley computes f(x)-E[f(x)] while Sobol decomposes output variance into fractions contributed by the inputs.