yellowbrick
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DistrictDataLabs
Visual analysis and diagnostic tools to facilitate machine learning model selection.
I am aware that yellowbrick is using RFE and CV separately to produce the visualiser but the approach is several times slower than sklearn's implementation of RFECV. Running the following...
**Describe the bug** on sklearn 0.24 printing LearningCurve object representation after interactive cell raise error. But ValidationCurve object works well, in sklearn0.23 both work well. I think some changes in...
This PR fixes #1047 which reported that yellowbrick's internal implementation of RFECV is much slower than scikit-learn's. This PR introduces a new implementation of `RFECV` that is closer to the...
This issue is a follow on to #721 to wrap up the extension of `JointPlot` for machine learning-specific use cases. The tasks are as follows: - [ ] Finish the...
**Describe the solution you'd like** Create a contrib module, `yellowbrick.contrib.keras` that better supports the use of Keras visualizers with Yellowbrick and creates the opportunity to create Keras-specific (or neural network-specific)...
[Skorch](https://github.com/skorch-dev/skorch) is a scikit-learn compatible neural network library that wraps PyTorch and as such probably works well with Yellowbrick. It would be great if we could investigate this further, exploring...
**Describe the solution you'd like** The [Auto Tune Models (ATM)](https://github.com/HDI-Project/ATM) Python library is an easy-to-use classification model solver that searches for the best model given a CSV dataset containing features...
**Describe the solution you'd like** It would be cool to create a NeuraxleWrapper that would wrap any Neuraxle step or pipeline, just like how Neuraxle adapts scikit-learn steps into its...
In a39df0d we added several text removal tools to streamline the image similarity tests, particularly for different operating systems. However, as discussed in #826 we are moving to multi-axes visualizers,...
**Is your feature request related to a problem? Please describe.** This feature is motivated by the discussion in #510. The problem is how to visualize feature importance for multiple classes...
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Visual analysis and diagnostic tools to facilitate machine learning model selection.