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Multi-label model support for image classification
It would be great to have the option for multi-label problems in VisualML image classification. In this use case the target is usually an array of one hot encoded classes and an image can belong to one or more classes. An image can be classified not as a single class (the class with the highest probability), but as…
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Support Panel Webapps in DataIku
Panel is a powerful #python #mlapp framework build on top of Bokeh. A high-level app and dashboarding solution for Python — Panel 0.12.4 documentation (holoviz.org) Panel can be supported similarly to Bokeh. The Panel server is build on top of Bokeh, therefore it should be very easy to support. For example `bokeh serve` is…
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Programmatic Git Support (Shell, Python API or Both)
We use git remote repos for every project we deploy on Dataiku. As we collaborate together, we've found the need on a number of occasions to use git shell commands or have some more flexibility to check status, cherry pick, drop changes or just generally use git more flexibly from DSS. While we can clone our repo and make…
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Implement automatic computation of Record Counts at project level
This proposal is the natural progression of the discussion in this thread. Introducing automatic computation of record counts during the construction of each dataset would greatly benefit users who need to monitor dataset volumes over time. Specifically, a sudden drop or sharp increase in record counts often indicates…
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Method to re-order V12 Visual ML override rules
User Story: As a user of V12 Override rules. I'd like a way to drag the order of the rules rather than having to delete and recreate rules if I need to change the orders. Notes: * I was not able to see this feature in the override rule screen.
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Add column naming options in the Group By Recipe
By default, when you select any aggregation method on a column in a Group By recipe, the column will be renamed old name = <column_name> new name = <column_name_aggregation> In the output column names part of the recipe you can manually change the column names. It would be useful to allow the column renaming default to be…
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Dataiku should support Gaussian Splats
Hello, I think it would be great if Dataiku had a plugin that could create Gaussian splats. These would be useful for a variety of purposes. For example to re-create 3D scenes from videos or photos. I am sure many companies and organizations would be interested in that. Gaussian splats are in a sense point clouds created…
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Formatable substring in cells (exportable to Excel)
When for example you have some recipe / code that searches for keywords, users may need to evaluate the results. If you can format found keywords, like bold red, it's much easier for users to evaluate outputs. Especially when the substring is part of a large body of characters / text. This is something I now do in Excel…
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Ability to Copy Sample Filters from One Dataset / recipe to the Next
User Story: As a Data Analyst who works with Projects that may have several dozen datasets. I would like to be able to copy complicated Sample Filters from one dataset to another. This would speed up debugging flows and getting different perspectives on data at different steps in a flow. Notes: Some of my filters can have…
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Add support for logically combining triggers in Scenarios
Currently a user can add any number of triggers to Scenario including different trigger types. However every one of these triggers is evaluated individually and can trigger the execution of the scenario by itself. This idea is to add support for logically combining triggers in Scenarios so that we can have multiple…