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### Feature Type - [x] Adding new functionality to pandas - [ ] Changing existing functionality in pandas - [ ] Removing existing functionality in pandas ### Problem Description The...

w3stling

Implemented NumbaExecutionEngine

3

- [ ] ~closes #xxxx (Replace xxxx with the GitHub issue number)~ - [x] [Tests added and passed](https://pandas.pydata.org/pandas-docs/dev/development/contributing_codebase.html#writing-tests) if fixing a bug or adding a new feature - [x] All...

arthurlw

Incorrect indentations cause some texts to be misinterpreted as quoteblocks.

koyuki7w

BUG: Fix #61221: Exception with unstack(sort=False) and NA in index.

1

- [ ✔️ ] closes #61221 - [✔️ ] [Tests added and passed](https://pandas.pydata.org/pandas-docs/dev/development/contributing_codebase.html#writing-tests) if fixing a bug or adding a new feature - [✔️ ] All [code checks passed](https://pandas.pydata.org/pandas-docs/dev/development/contributing_codebase.html#pre-commit). -...

gsmll

### Pandas version checks - [x] I have checked that this issue has not already been reported. - [x] I have confirmed this bug exists on the [latest version](https://pandas.pydata.org/docs/whatsnew/index.html) of...

logan-dunbar

ENH: Support Plugin Accessors Via Entry Points

17

TLDR: Allows external libraries to register accessors for pandas objects (DataFrame, Series, Index) using the 'pandas..accessor' entry point group. This enables plugins to be automatically used without explicit import. I'm...

PedroM4rques

Fix alignment in Series subtraction with MultiIndex, Index and NaN values (#60908)

1

This pull request fixes #60908 , where subtracting a Series with a MultiIndex containing NaN values from a Series with a regular Index could lead to incorrect results or unexpected...

rit4rosa

Use BaseExecutionEngine for Python and Numba engines

6

In #61032 we have created a new base class `BaseExecutionEngine` that engines can subclass to handle `apply` and `map` operations. The base class has been initially created to allow third-party...

datapythonista

### Pandas version checks - [x] I have checked that the issue still exists on the latest versions of the docs on `main` [here](https://pandas.pydata.org/docs/dev/) ### Location of the documentation pandas.DataFrame.__setitem__...

cxder-77

BUG: Fix return type of loc/iloc

16

- [X] closes #60600 - [X] [Tests added and passed](https://pandas.pydata.org/pandas-docs/dev/development/contributing_codebase.html#writing-tests) if fixing a bug or adding a new feature - [X] All [code checks passed](https://pandas.pydata.org/pandas-docs/dev/development/contributing_codebase.html#pre-commit). - [ ] Added [type...

sanggon6107