Add SapientML to automl benchmark #630
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Signed-off-by: Kosaku Kimura <kimura.kosaku@fujitsu.com>
| openml | ||
| boto3==1.26.98 |
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Haven't tried it yet, but it looks like the exec file does not depend on these dependencies. What are they for?
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We have updated the requirements and removed the unwanted dependencies.
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| sapientml | |||
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Please install the framework through the setup.sh script. It allows people to specify versions, source, and so on.
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We have included framework installation through setup.sh script.
resources/config.yaml
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| versions: # configuration namespace for versions enforcement (libraries versions are usually enforced in requirements.txt for the app and for each framework). | |||
| pip: | |||
| python: 3.9 # the Python minor version that will be used by the application in containers and cloud instances, also used as a based version for virtual environments created for each framework. | |||
| python: 3.11 # the Python minor version that will be used by the application in containers and cloud instances, also used as a based version for virtual environments created for each framework. | |||
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Is the framework not 3.9 compatible? Changing this number here will affect all frameworks. While we will raise this over time (and also plan to allow framework-specific definitions for this), we can't currently bump this without ensuring the compatibility for all other frameworks.
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Yes, Now sapientML is compatible with python 3.9. We have updated the config file.
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@kimusaku Are you still planning to work on this? |
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@PGijsbers Yes, we are still working on this, especially in making SapientML Python 3.9-compatible. We will be able to update the PR soon. |
* WIP Signed-off-by: Kosaku Kimura <kimura.kosaku@fujitsu.com> * Issue fix in setup.sh for SapientML * Updation of config file as Sapientml supports Python version 3.9 Signed-off-by: HimanshuRRai <himanshu.rai@fujitsu.com> --------- Signed-off-by: Kosaku Kimura <kimura.kosaku@fujitsu.com> Signed-off-by: HimanshuRRai <himanshu.rai@fujitsu.com> Co-authored-by: muhammed-nafi-k-a <muhammednafi.a@fujitsu.com> Co-authored-by: HimanshuRRai <himanshu.rai@fujitsu.com>
Signed-off-by: HimanshuRRai <himanshu.rai@fujitsu.com>
SapientML is an AutoML technology that can learn from a corpus of existing datasets and their human-written pipelines, and efficiently generate a high-quality pipeline for a predictive task on a new dataset.