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Add auto ML support #102

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nidhaloff opened this issue Sep 11, 2021 · 2 comments · Fixed by #107
Closed

Add auto ML support #102

nidhaloff opened this issue Sep 11, 2021 · 2 comments · Fixed by #107
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contribution issue meant for contributors that wants to help growing the project discussion let's discuss a topic about igel enhancement New feature or request feature new feature good first issue Good for newcomers Hacktoberfest hacktoberfest label help wanted Extra attention is needed

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@nidhaloff
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Description

We want to add support for auto ML. My suggestion is to use autokeras. I'm letting this open for newcomers who want to contribute to this project.

The parameters of the model need to be read from a yaml file (check utils.py in igel, there is a helper function to read a yaml or json file). These parameters will be used to construct and train a model. The results should be then saved under the model_results folder.

Check the README and repo to know how igel works in order to keep the interface as clean as possible.

If you have any questions, check out the discussion for this issue.
@nidhaloff nidhaloff added enhancement New feature or request help wanted Extra attention is needed good first issue Good for newcomers contribution issue meant for contributors that wants to help growing the project feature new feature discussion let's discuss a topic about igel labels Sep 11, 2021
@dhruvshah0803
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dhruvshah0803 commented Sep 12, 2021 •
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I am working on this.

@nidhaloff
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I added first support for ImageClassification. Check this PR #103

@dhruvshah0803 If you are still working on this, please check my updates.

@nidhaloff nidhaloff added the Hacktoberfest hacktoberfest label label Oct 7, 2021
@nidhaloff nidhaloff linked a pull request Oct 11, 2021 that will close this issue
added all auto-ml models #107
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contribution issue meant for contributors that wants to help growing the project discussion let's discuss a topic about igel enhancement New feature or request feature new feature good first issue Good for newcomers Hacktoberfest hacktoberfest label help wanted Extra attention is needed
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added all auto-ml models nidhaloff/igel
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@nidhaloff @dhruvshah0803