tpot

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Potential New Feature: allowing users to input customized initial pipelines

1

After thoroughly reviewing the well-structured and logically clear code of TPOT, we have identified that the construction of pipelines in the initial population is random. It seems like a natural...

t-harden

Question: can we save all the evaluated pipelines as fitted model?

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I was looking for a way to extract fitted pipelines of all the pipelines or individuals evaluated by TPO. Is there any way that we can save all the evaluated...

kirane61

covariate adjustment for metabolomics data

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Hi, I haven't used Python before and am completely new to its world. Can you please help me with the covariate adjustment for my features? I have 70 targets and...

arpita-007

[provide general introduction to the issue and why it is relevant to this repository] ## Context of the issue [provide more detailed introduction to the issue itself and why it...

wangbin1027

I want to add TABPFN to custom tpot dictionary and I do this like so: ``` 'tabpfn.TabPFNClassifier':{ 'device':['cpu'], 'N_ensemble_configurations': list(range(2, 39)) }, ``` When I run it I get following...

apavlo89

Hello! I found an AI-Specific Code smell in your project. The smell is called: Columns and DataType Not Explicitly Set You can find more information about it in this paper:...

CodeSmileBot

[please review the [Contribution Guidelines](http://epistasislab.github.io/tpot/contributing/) prior to submitting your pull request. go ahead and delete this line if you've already reviewed said guidelines.] ## What does this PR do? -...

ecmascriptguru

Getting "Expected n_neighbors <= n_samples, but n_samples = 40, n_neighbors = 87" error

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I had trained the tpot regression on dataset having shape (2935849, 6), i got this Expected n_neighbors

AhangarAamir

Mismatched keywords between TPOT and scikit-learn

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When using verbose=3 on the TPOTRegressor many warnings are given about mismatched keyword arguments, such as GradientBoostingRegressor being passed 'ls' instead of 'squared_error' as the metric during the mutation step....

nathanWolo

TPOT incompatible with current Numpy requirements

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## Context of the issue I did a pip install for tpot, however, when it tries to instantiate the class OneHotEncoder, the class has one input parameter of dtype, and...

gracerxw