FastTreeSHAP

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Can not install FastTreeSHAP on linux

2

Hi team, I have both windows and linux laptop. I was able to install FastTreeSHAP package on window but not on linux. this is the error message that I got...

LongUEH

It would be nice to add a FastTreeSHAP package to conda-forge https://conda-forge.org/ (in addition to pypi) You can use grayskull https://github.com/conda-incubator/grayskull to generate a boilerplate for the conda recipe.

candalfigomoro

Thanks for making FastTreeShap! I'm excited to use it. I want to generate some classic SHAP plots. Can you provide an example, maybe in a jupyter notebook, of how to...

jpfeil

Hi, love your package. Will it receive an update so its in sync with SHAP? Preferably it would be nice if we could distill the computation and perhaps propose a...

ReinierKoops

ERROR IN INSTALLING FastTreeSHAP

2

Hi Team, I am not able to install the FastTreeSHAP library in Kubeflow, facing below error - building 'fasttreeshap._cext' extension creating build/temp.linux-x86_64-3.9 creating build/temp.linux-x86_64-3.9/fasttreeshap creating build/temp.linux-x86_64-3.9/fasttreeshap/cext x86_64-linux-gnu-gcc -pthread -Wno-unused-result -Wsign-compare...

ya-stack

The notebook example is not working

2

I tried to run the notebook example with the following code snippet: ``` shap_explainer = fasttreeshap.TreeExplainer(lgb_model) num_leaves = sum(shap_explainer.model.num_nodes) - sum(sum(shap_explainer.model.children_left > 0)) print("Total number of leaves is {}.".format(num_leaves)) ```...

jpzhangvincent

Hi, when using XGB, the additivity check fails, while it does not when using native shap or lightgbm Using `xgboost 1.7.6, shap 0.41.0 and fasttreeshap 0.1.6` could it be linked...

ThomasBury

Hi! Fasttreeshap is great example of real applied computer science research, thank you! It is much faster and configurable than the original `shap`package. We were wondering if the referenced original...

almostintuitive

I am using `FastTreeSHAP` to help explained my random forest model prediction having over 40K samples and 24 features. ``` explainer = fasttreeshap.TreeExplainer(model, algorithm='auto' ,n_jobs=-1) shap_values = explainer(X_test).values shap_values.shape (40682,...

arilwan

"error: could not find a version that satisfies the requirement setuptools (from versions: none)"

1

I cannot install the package fasttreeshap using pip in python 3.8 due to the error below. I'm using **setuptools** as version **51.0.0**. How can I solve this? Many thanks, 

ddlinh