explainx

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galantnijelen

Bumps [numpy](https://github.com/numpy/numpy) from 1.18.1 to 1.22.0. Release notes Sourced from numpy's releases. v1.22.0 NumPy 1.22.0 Release Notes NumPy 1.22.0 is a big release featuring the work of 153 contributors spread...

dependabot[bot]

Hello, I am new to data science and came across this package and found it extremely useful for people like me who don't know web-app development. Great work. I can't...

SSMK-wq

Bumps [cvxopt](http://cvxopt.org) from 1.2.4 to 1.2.7. [](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores) Dependabot will resolve any conflicts with this PR as long as you don't alter it yourself. You can also trigger a...

dependabot[bot]

extract rules from tree based models

1

Feedback: using feature attribution + interaction works but understanding the overall model on a global level using rules will be beneficial

rab657

Type error occurs when there is no header in DataFrame

1

When using example codes in README.md, I input the DataFrame without a header, so the columns' names set as an Integer type. So the bugs occurred in the following codes...

MisooKim

rab657

Adding a tab to show model performance

1

How about having a feature/tab to visualize model performance in terms of metrics (f1, precision, recall, MSE, MAE, R^2, etc.), confusing matrix, AUC, ROC, etc.? A reference example could be...

rezacsedu

Explinability for images (e.g., classiifcation, segementation, objcet detection, etc.)?

1

As the title suggests, is there a plan of adding such functionality?

rezacsedu

ExpainX is getting freeze with high dimensional data

2

As the title says, ExpainX is getting freeze with high dimensional data. In particular, I have a dataset that has 10K samples. The number of features is about 8K. When...

rezacsedu