openml-python

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Added unit test to verify how the dataset object handles comparisons

3

#### Reference Issue Fixes #577 #### What does this PR implement/fix? Explain your changes. Adds unit test to verify the implemented comparison for the dataset object. #### How should this...

ArlindKadra

caching (similar functions)

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I occured to me that there are many functions that actually do the same: caching (runs, datasets, flows, etc) Would be good to unify these functions and get rid of...

janvanrijn

It would be nice we could validate some fields in the dataset prior to uploading. I just got an error in the parsing after uploading a large file because there...

amueller

List contributors for the different releases

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Probably like for Auto-sklearn or scikit-learn. I have a command in the Auto-sklearn repo which can retrieve all contributors between two commits. https://github.com/automl/auto-sklearn/blob/master/doc/releases.rst (edit by @PGijsbers from `edit` link to...

mfeurer

make tests run quicker

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right now there's some really slow tests. We should have nose list the top 10 slowest tests using the nose timing module.

amueller

Some of the scikit learn pipeline flows have wrong component order

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#### Description Some of the sklearn pipeline flows have the wrong component order. For example flow ids: {6969, 8330, 7694} where, in the 'component OrderedDict` the mode is the first...

dbehrouz

OpenML Python API: allow configuring if digest should be checked when downloading data

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I would suggest that you make it configurable if digest (md5 checksum) should be computed and checked, or not, when data is downloaded. Currently it always is, which can lead...

mitar

Reading [here](https://openml.github.io/openml-python/master/generated/openml.OpenMLDataset.html#openml.OpenMLDataset). It looks like many properties are missing. Parameters to the constructor are documented. But most of them are then copied to properties of the object. But the fact...

mitar

Improve dataset upload experience (with ptype and clevercsv?)

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This feature has also been requested by @prabhant and others that want to use it to build the dataset upload web interface. The dataset upload experience can be cumbersome, especially...

PGijsbers

Systematically Adding Tasks to Benchmarks in a Study

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#### Description I have a [study](https://www.openml.org/s/184) full of uploaded data benchmarks. I would like to create associated supervised classification tasks for each benchmark automatically; however, I have not been able...

AndriyMulyar