waylonwalker
07/23/2021, 12:11 PMwaylonwalker
07/23/2021, 2:19 PMuser
08/04/2021, 1:31 PMI use kedro catalog create to boost my productivity by automatically
generating yaml catalog entries for me. It will cr
https://waylonwalker.com/kedro-catalog-create-cliwaylonwalker
08/04/2021, 2:20 PMuser
08/16/2021, 1:17 PMKedro is an unopinionated Data Engineering framework that comes with a somewhat opinionated template. It gives the user
https://waylonwalker.com/what-is-kedro-1user
08/16/2021, 1:32 PMhttps://www.youtube.com/watch?v=bw5_FWDVRpU I recently switched over to using Ubuntu, it works well pretty much out of t
https://waylonwalker.com/how-i-kedrowaylonwalker
08/16/2021, 2:00 PMhttps://youtu.be/bw5_FWDVRpU▾
user
08/17/2021, 1:35 PMhttps://youtu.be/uqiv5LAiJe0 Kedro new is simply a wrapper around the cookiecutter templating library. The
kedro team m
https://waylonwalker.com/kedro-newwaylonwalker
08/17/2021, 2:29 PMhttps://www.youtube.com/watch?v=uqiv5LAiJe0▾
Arnaldo
08/17/2021, 4:37 PMwaylonwalker
08/17/2021, 7:47 PMwaylonwalker
08/18/2021, 1:22 PMArnaldo
08/18/2021, 1:22 PManhoang
08/18/2021, 7:18 PMdatajoely
08/18/2021, 7:29 PMdatajoely
08/18/2021, 7:44 PMdatajoely
08/19/2021, 9:22 AMuser
08/19/2021, 7:08 PMAvoid serious version conflict issues, and use a virtual environment anytime
you are running python, here are three ways
https://waylonwalker.com/kedro-environmentwaylonwalker
08/19/2021, 8:14 PMhttps://youtu.be/ZSxc5VVCBhM▾
user
08/20/2021, 2:48 PMImmediately after kedro new, before you start running kedro install or your first line of code the first
thing you shoul
https://waylonwalker.com/kedro-git-initwaylonwalker
08/20/2021, 4:19 PMhttps://youtu.be/IGba3ytf_6U▾
user
08/21/2021, 2:58 PMKedro comes with an install command to install and manage all of your
projects dependencies. https://youtu.be/IWimEs-hHQ
https://waylonwalker.com/kedro-installuser
09/12/2021, 9:15 PMhttps://youtu.be/-gEwU-MrPuA Before we jump in with anything crazy, let's make some nodes with some vanilla
data structu
https://waylonwalker.com/kedro-your-first-nodesjakubczakon
09/16/2021, 3:49 PMjakubczakon
09/16/2021, 3:54 PMjakubczakon
09/16/2021, 3:54 PMdef report_accuracy(predictions: np.ndarray, test_y: pd.DataFrame,
neptune_run: neptune.run.Handler) -> None:
target = np.argmax(test_y.to_numpy(), axis=1)
accuracy = np.sum(predictions == target) / target.shape[0]
neptune_run['nodes/report/accuracy'] = accuracy * 100
If you are interested in trying it out, here are some step-by-step examples:
- Quickstart: https://docs.neptune.ai/integrations-and-supported-tools/automation-pipelines/kedro#quickstart
- Compare Kedro pipelines: https://docs.neptune.ai/integrations-and-supported-tools/automation-pipelines/kedro/compare-kedro-pipelines
- Compare results between Kedro nodes: https://docs.neptune.ai/integrations-and-supported-tools/automation-pipelines/kedro/compare-results-between-kedro-nodes
- Display Kedro node metadata and outputs: https://docs.neptune.ai/integrations-and-supported-tools/automation-pipelines/kedro/display-kedro-node-metadata-and-outputsjakubczakon
09/16/2021, 3:55 PMdef report_accuracy(predictions: np.ndarray, test_y: pd.DataFrame,
neptune_run: neptune.run.Handler) -> None:
target = np.argmax(test_y.to_numpy(), axis=1)
accuracy = np.sum(predictions == target) / target.shape[0]
neptune_run['nodes/report/accuracy'] = accuracy * 100
If you are interested in trying it out, here are some step-by-step examples:
- Quickstart: https://docs.neptune.ai/integrations-and-supported-tools/automation-pipelines/kedro#quickstart
- Compare Kedro pipelines: https://docs.neptune.ai/integrations-and-supported-tools/automation-pipelines/kedro/compare-kedro-pipelines
- Compare results between Kedro nodes: https://docs.neptune.ai/integrations-and-supported-tools/automation-pipelines/kedro/compare-results-between-kedro-nodes
- Display Kedro node metadata and outputs: https://docs.neptune.ai/integrations-and-supported-tools/automation-pipelines/kedro/display-kedro-node-metadata-and-outputs
Again, thank you so much, and I really hope this will be useful to some of you here!datajoely
09/16/2021, 4:00 PMArnaldo
09/16/2021, 5:10 PMjakubczakon
09/16/2021, 5:34 PMjakubczakon
09/16/2021, 5:34 PMArnaldo
09/21/2021, 4:41 PMjakubczakon
09/23/2021, 5:23 AM