what-if-tool
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PAIR-code
Source code/webpage/demos for the What-If Tool
When comparing two models, we could calculate rank correlation (at least for binary classification and regression models). Rank correlation is a number indicating how much the scores from the two...
In the partial dependence plot view, there is a sort by variation button to sort features by how much their partial dependence plots vary (total Y axis distance traveled across...
WhatIf currently only reads first 50 Datapoints to generate candidates for categorical features to be used in "Partial Dependence Plots". This could be too restrictive. It shall read more data...
we are not being able to convert our custom dataset into correct format that what if tool requires. Sample data that we are trying to convert is below. ``` "ID","age","workclass","fnlwgt","education","education-num","marital-status","occupation","relationship","race","sex","capital-gain","capital-loss","hours-per-week","native-country","result"...
How can I create a Web page, similar to the [UCI Census](https://pair-code.github.io/what-if-tool/uci.html) demo, with a custom and predictions (without specifying TF model)? I've looked into the [wit_dashboard](https://github.com/PAIR-code/what-if-tool/tree/master/wit_dashboard), but it is...
Hi, I am new using tensorflow and WIT and I do not even know if Ishould be posting this here but I am trying to replicate the COMPAS demo using...
Following post is not exactly en error with WIT, but I'm having issues with the output from google explain which acts as input for WIT tool. Please help, if possible....
As per package.json, this project is using bazel 0.23.2. https://github.com/PAIR-code/what-if-tool/blob/a4ada74e1d15722af37aff094ddda449a1e719a1/package.json#L35 However, in WORKSPACE file, it requires bazel 0.26.1. https://github.com/PAIR-code/what-if-tool/blob/a4ada74e1d15722af37aff094ddda449a1e719a1/WORKSPACE#L19 I tried `yarn add @bazel/[email protected]`, the build can start but always...
Hi I trained a model with tfx and it was exported as `saved_model.pb.` Now, I want to reload it and visualize it using WIT. How can I do this? I...
**Age Demo from WIT** [From here](: https://colab.research.google.com/github/pair-code/what-if-tool/blob/master/WIT_Age_Regression.ipynb) **current behavior:** On executing the command- `WitWidget(config_builder, height=tool_height_in_px)` I encountered the below error above the WIT extension dashboard: `Cannot set tensorflow.serving.Regression.value to array([21.733267],...
