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Similar to constraints, it would be nice to send a list of objectives to optim_acqfs, but which are executed in sequence.
In my use cases, we have a number of (usually multioutput) custom objectives …
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Post questions here about:
Witten, Ian H., Eibe Frank, Mark A. Hall, Christopher J. Pal. 2017. [“Ensemble Learning”](https://github.com/Computational-Content-Analysis-2020/Readings-Responses/files/…
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Currently, rules terms are ordered alphabetically regarding to the variable names.
Extra interpretability could be added by ordering the terms by decreasing "variable importance".
**Reference**:…
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[https://arxiv.org/pdf/1608.05745v3.pdf](https://arxiv.org/pdf/1608.05745v3.pdf)
> Accuracy and interpretation are two goals of any successful predictive models. Most existing works have to suffer …
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Hello,
I'm trying to make the `DistributedBloomForCausalLM` work with our library [`inseq`](https://github.com/inseq-team/inseq) to extract feature attributions from BLOOM generations. However, at …
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[Interpretable deep neural networks for single-trial EEG classification](https://www.sciencedirect.com/science/article/pii/S0165027016302333)
_Background_
In cognitive neuroscience the potential of …
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The first step in the process of finding and selecting the most useful features in a dataset, is finding the unimportant features and remove them from dataset to increase training speed and model inte…
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pip-installing interpret pulls a myriad of other awful pip dependencies like e.g. seaborn.
=> https://github.com/interpretml/ebm2onnx
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[Explaining nonlinear classification decisions with deep taylor decomposition](https://www.sciencedirect.com/science/article/pii/S0031320316303582)
Nonlinear methods such as Deep Neural Networks (DNN…
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### Deep Learning Simplified Repository (Proposing new issue)
:red_circle: **Project Title** : ChatGPT Paraphrases Analysis using NLP
:red_circle: **Aim** : The aim of this project to analyze the Ch…