Most functions in scipy.linalg functions (e.g. svd, qr, eig, eigh, pinv, pinv2 ...) have a default kwarg check_finite=True that we typically leave to the default value in scikit-learn.

As we already validate the input data for most estimators in scikit-learn, this check is redundant and can cause significant overhead, especially at predict / transform time. We should probably a

Screenshot

N/A

Description

Right now whenever users search for queries they are case sensitive. We should remove this to allow users to put in term with any cases

Design input

[describe any input/collaboration you'd like from designers, and
tag accordingly. For design review, add the
label design:review. If this includes a design proposal,
include the label `design:suggest

We have a couple of dataframe tests (xref #13304) related to column ordering when constructed from an OrderedDict:
https://github.com/pandas-dev/pandas/blob/e4cf3abe0020aa801950e0383fffc13ee9703456/pandas/tests/frame/test_constructors.py#L1250-L1288

As of PEP 468 standard dictionaries are ordered so these tests should also work with OrderedDict

Is your feature request related to a problem? Please describe.
When working with a big piece of text, I sometimes scroll down and copy some text into another tab. When switching back to the first tab, both the input and the output pane is back on top. So I don't know where I was working just now.

Describe the solution you'd like
After tab switching, scroll position should be remembere

The options "Include Schema" and "Include Contents" in the SQL exporter dialog can be a bit mysterious for users.

Proposed solution

Just like concrete SQL commands are included in the UI text elsewhere in the dialog ("DROP"), we could expand these phrases to mention the corresponding SQL commands ("CREATE TABLE", "INSERT").

Alternatives considered

We could also drop the mention

Collection of follow-ups to #5827. These can/should be broken out into individual PRs. Many are relatively straightforward and would make a good first PR.

General

• Documentation (none was added in original PR).
• Release notes.
• Example notebook.
• Double-check how sm.tsa.arima.ARIMA works with fix_params (it should fail except when the fit method is statespace

Improve examples such that they are more incremental (in the import etc) without following strictly PEP8. It will make it nicer to read on the gallery generated online.

See:
gonum/gonum#845 (comment)

I'm using latest pyod version on pypi. How to generate simulated data where x-axis is time? Thank you.

https://igel.readthedocs.io/en/latest/_sources/readme.rst.txt includes a link to the assets/igel-help.gif, but that path is broken on readthedocs.

readme.rst is included as ../readme.rst in the sphinx build.
The gifs are in asses/igel-help.gif

The sphinx build needs to point to the asset directory, absolutely:

.. image:: /assets/igel-help.gif

I haven't made a patch, because I haven't