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public_repos/numpy/doc
public_repos/numpy/doc/neps/nep-0001-npy-format.rst
.. _NEP01: ============================================= NEP 1 — A simple file format for NumPy arrays ============================================= :Author: Robert Kern <robert.kern@gmail.com> :Status: Final :Created: 20-Dec-2007 Abstract -------- We propose a standard binary file format (NPY) for persisting a sin...
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public_repos/numpy/doc
public_repos/numpy/doc/neps/nep-0005-generalized-ufuncs.rst
.. _NEP05: ======================================= NEP 5 — Generalized universal functions ======================================= :Status: Final There is a general need for looping over not only functions on scalars but also over functions on vectors (or arrays), as explained on http://scipy.org/scipy/numpy/wiki/Ge...
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public_repos/numpy/doc
public_repos/numpy/doc/neps/nep-0055-string_dtype.rst
.. _NEP55: ========================================================= NEP 55 — Add a UTF-8 variable-width string DType to NumPy ========================================================= :Author: Nathan Goldbaum <ngoldbaum@quansight.com> :Status: Draft :Type: Standards Track :Created: 2023-06-29 Abstract -------- We...
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public_repos/numpy/doc
public_repos/numpy/doc/neps/nep-0015-merge-multiarray-umath.rst
.. _NEP15: ===================================== NEP 15 — Merging multiarray and umath ===================================== :Author: Nathaniel J. Smith <njs@pobox.com> :Status: Final :Type: Standards Track :Created: 2018-02-22 :Resolution: https://mail.python.org/pipermail/numpy-discussion/2018-June/078345.html Abs...
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public_repos/numpy/doc
public_repos/numpy/doc/neps/scope.rst
============== Scope of NumPy ============== Here, we describe aspects of N-d array computation that are within scope for NumPy development. This is *not* an aspirational definition of where NumPy should aim, but instead captures the status quo—areas which we have decided to continue supporting, at least for the time ...
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public_repos/numpy/doc
public_repos/numpy/doc/neps/nep-0024-missing-data-2.rst
.. _NEP24: ============================================================= NEP 24 — Missing data functionality - alternative 1 to NEP 12 ============================================================= :Author: Nathaniel J. Smith <njs@pobox.com>, Matthew Brett <matthew.brett@gmail.com> :Status: Deferred :Type: Standards T...
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public_repos/numpy/doc
public_repos/numpy/doc/neps/provisional.rst.tmpl
Provisional NEPs (provisionally accepted; interface may change) --------------------------------------------------------------- .. toctree:: :maxdepth: 1 {% for nep, tags in neps.items() if tags['Status'] == 'Provisional' %} {{ tags['Title'] }} <{{ tags['Filename'] }}> {% endfor %}
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public_repos/numpy/doc
public_repos/numpy/doc/neps/nep-0053-c-abi-evolution.rst
.. _NEP53: =============================================== NEP 53 — Evolving the NumPy C-API for NumPy 2.0 =============================================== :Author: Sebastian Berg <sebastianb@nvidia.com> :Status: Draft :Type: Standard :Created: 2022-04-10 Abstract ======== The NumPy C-API is used in downstream proje...
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public_repos/numpy/doc
public_repos/numpy/doc/neps/nep-0044-restructuring-numpy-docs.rst
.. _NEP44: =================================================== NEP 44 — Restructuring the NumPy documentation =================================================== :Author: Ralf Gommers :Author: Melissa Mendonça :Author: Mars Lee :Status: Accepted :Type: Process :Created: 2020-02-11 :Resolution: https://mail.python.org...
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public_repos/numpy/doc
public_repos/numpy/doc/neps/meta.rst.tmpl
Meta-NEPs (NEPs about NEPs or Processes) ---------------------------------------- .. toctree:: :maxdepth: 1 {% for nep, tags in neps.items() if tags['Status'] == 'Active' %} {{ tags['Title'] }} <{{ tags['Filename'] }}> {% endfor %} nep-template
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public_repos/numpy/doc
public_repos/numpy/doc/neps/rejected.rst.tmpl
Rejected and Withdrawn NEPs --------------------------- .. toctree:: :maxdepth: 1 {% for nep, tags in neps.items() if tags['Status'] in ('Rejected', 'Withdrawn') %} {{ tags['Title'] }} <{{ tags['Filename'] }}> {% endfor %}
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public_repos/numpy/doc
public_repos/numpy/doc/neps/content.rst
===================================== Roadmap & NumPy enhancement proposals ===================================== This page provides an overview of development priorities for NumPy. Specifically, it contains a roadmap with a higher-level overview, as well as NumPy Enhancement Proposals (NEPs)—suggested changes to the ...
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public_repos/numpy/doc
public_repos/numpy/doc/neps/Makefile
# Minimal makefile for Sphinx documentation # # You can set these variables from the command line. SPHINXOPTS ?= SPHINXBUILD ?= LANG=C sphinx-build # Internal variables SPHINXPROJ = NumPyEnhancementProposals SOURCEDIR = . BUILDDIR = _build ALLSPHINXOPTS = -WT --keep-going -n -d $(SPHINXOPTS) # Put i...
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public_repos/numpy/doc
public_repos/numpy/doc/neps/nep-0050-scalar-promotion.rst
.. _NEP50: =========================================== NEP 50 — Promotion rules for Python scalars =========================================== :Author: Sebastian Berg :Status: Draft :Type: Standards Track :Created: 2021-05-25 Abstract ======== Since NumPy 1.7, promotion rules use so-called "safe casting" which reli...
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public_repos/numpy/doc
public_repos/numpy/doc/neps/nep-0040-legacy-datatype-impl.rst
.. _NEP40: ================================================ NEP 40 — Legacy datatype implementation in NumPy ================================================ :title: Legacy Datatype Implementation in NumPy :Author: Sebastian Berg :Status: Final :Type: Informational :Created: 2019-07-17 .. note:: This NEP is fi...
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public_repos/numpy/doc
public_repos/numpy/doc/neps/nep-0031-uarray.rst
.. _NEP31: ============================================================ NEP 31 — Context-local and global overrides of the NumPy API ============================================================ :Author: Hameer Abbasi <habbasi@quansight.com> :Author: Ralf Gommers <rgommers@quansight.com> :Author: Peter Bell <pbell@qua...
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public_repos/numpy/doc
public_repos/numpy/doc/neps/nep-0043-extensible-ufuncs.rst
.. _NEP43: ============================================================================== NEP 43 — Enhancing the extensibility of UFuncs ============================================================================== :title: Enhancing the Extensibility of UFuncs :Author: Sebastian Berg :Status: Draft :Type: Standard :...
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public_repos/numpy/doc
public_repos/numpy/doc/neps/nep-0019-rng-policy.rst
.. _NEP19: ======================================= NEP 19 — Random number generator policy ======================================= :Author: Robert Kern <robert.kern@gmail.com> :Status: Final :Type: Standards Track :Created: 2018-05-24 :Updated: 2019-05-21 :Resolution: https://mail.python.org/pipermail/numpy-discussio...
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public_repos/numpy/doc
public_repos/numpy/doc/neps/nep-0013-ufunc-overrides.rst
.. _NEP13: ========================================== NEP 13 — A mechanism for overriding Ufuncs ========================================== .. currentmodule:: numpy :Author: Blake Griffith :Contact: blake.g@utexas.edu :Date: 2013-07-10 :Author: Pauli Virtanen :Author: Nathaniel Smith :Author: Marten van Kerkwijk ...
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public_repos/numpy/doc
public_repos/numpy/doc/neps/nep-0029-deprecation_policy.rst
.. _NEP29: ================================================================================== NEP 29 — Recommend Python and NumPy version support as a community policy standard ================================================================================== :Author: Thomas A Caswell <tcaswell@gmail.com>, Andreas M...
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public_repos/numpy/doc
public_repos/numpy/doc/neps/nep-0034-infer-dtype-is-object.rst
.. _NEP34: =========================================================== NEP 34 — Disallow inferring ``dtype=object`` from sequences =========================================================== :Author: Matti Picus :Status: Final :Type: Standards Track :Created: 2019-10-10 :Resolution: https://mail.python.org/pipermail/...
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public_repos/numpy/doc
public_repos/numpy/doc/neps/nep-0038-SIMD-optimizations.rst
.. _NEP38: ============================================================= NEP 38 — Using SIMD optimization instructions for performance ============================================================= :Author: Sayed Adel, Matti Picus, Ralf Gommers :Status: Accepted :Type: Standards :Created: 2019-11-25 :Resolution: https...
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public_repos/numpy/doc
public_repos/numpy/doc/neps/nep-0003-math_config_clean.rst
.. _NEP03: ===================================================== NEP 3 — Cleaning the math configuration of numpy.core ===================================================== :Author: David Cournapeau :Contact: david@ar.media.kyoto-u.ac.jp :Date: 2008-09-04 :Status: Deferred Executive summary ================= Before...
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public_repos/numpy/doc
public_repos/numpy/doc/neps/accepted.rst.tmpl
Accepted NEPs (implementation in progress) ------------------------------------------ .. toctree:: :maxdepth: 1 {% for nep, tags in neps.items() if tags['Status'] == 'Accepted' %} {{ tags['Title'] }} <{{ tags['Filename'] }}> {% endfor %}
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public_repos/numpy/doc
public_repos/numpy/doc/neps/nep-0017-split-out-maskedarray.rst
.. _NEP17: ================================ NEP 17 — Split out masked arrays ================================ :Author: Stéfan van der Walt <stefanv@berkeley.edu> :Status: Rejected :Type: Standards Track :Created: 2018-03-22 :Resolution: https://mail.python.org/pipermail/numpy-discussion/2018-May/078026.html Abstract...
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public_repos/numpy/doc
public_repos/numpy/doc/neps/index.rst
===================================== Roadmap & NumPy enhancement proposals ===================================== This page provides an overview of development priorities for NumPy. Specifically, it contains a roadmap with a higher-level overview, as well as NumPy Enhancement Proposals (NEPs)—suggested changes to the ...
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public_repos/numpy/doc
public_repos/numpy/doc/neps/nep-0021-advanced-indexing.rst
.. _NEP21: ================================================== NEP 21 — Simplified and explicit advanced indexing ================================================== :Author: Sebastian Berg :Author: Stephan Hoyer <shoyer@google.com> :Status: Draft :Type: Standards Track :Created: 2015-08-27 Abstract -------- NumPy's...
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public_repos/numpy/doc
public_repos/numpy/doc/neps/nep-0014-dropping-python2.7-proposal.rst
.. _NEP14: ============================================= NEP 14 — Plan for dropping Python 2.7 support ============================================= :Status: Final :Resolution: https://mail.python.org/pipermail/numpy-discussion/2017-November/077419.html The Python core team plans to stop supporting Python 2 in 2020....
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public_repos/numpy/doc
public_repos/numpy/doc/neps/nep-0006-newbugtracker.rst
.. _NEP06: =================================================== NEP 6 — Replacing Trac with a different bug tracker =================================================== :Author: David Cournapeau, Stefan van der Walt :Status: Deferred Some release managers of both numpy and scipy are becoming more and more dissatisfied...
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public_repos/numpy/doc
public_repos/numpy/doc/neps/nep-0012-missing-data.rst
.. _NEP12: ============================================ NEP 12 — Missing data functionality in NumPy ============================================ :Author: Mark Wiebe <mwwiebe@gmail.com> :Copyright: Copyright 2011 by Enthought, Inc :License: CC By-SA 3.0 (https://creativecommons.org/licenses/by-sa/3.0/) :Date: 2011-06...
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public_repos/numpy/doc
public_repos/numpy/doc/neps/nep-0011-deferred-ufunc-evaluation.rst
.. _NEP11: ================================== NEP 11 — Deferred UFunc evaluation ================================== :Author: Mark Wiebe <mwwiebe@gmail.com> :Content-Type: text/x-rst :Created: 30-Nov-2010 :Status: Deferred ******** Abstract ******** This NEP describes a proposal to add deferred evaluation to NumPy's...
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public_repos/numpy/doc
public_repos/numpy/doc/neps/nep-0018-array-function-protocol.rst
.. _NEP18: ==================================================================== NEP 18 — A dispatch mechanism for NumPy's high level array functions ==================================================================== :Author: Stephan Hoyer <shoyer@google.com> :Author: Matthew Rocklin <mrocklin@gmail.com> :Author: Ma...
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public_repos/numpy/doc
public_repos/numpy/doc/neps/nep-0036-fair-play.rst
.. _NEP36: ================== NEP 36 — Fair play ================== :Author: Stéfan van der Walt <stefanv@berkeley.edu> :Status: Accepted :Type: Informational :Created: 2019-10-24 :Resolution: https://mail.python.org/pipermail/numpy-discussion/2021-June/081890.html Abstract -------- This document sets out Rules of...
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public_repos/numpy/doc
public_repos/numpy/doc/neps/nep-0027-zero-rank-arrarys.rst
.. _NEP27: ========================= NEP 27 — Zero rank arrays ========================= :Author: Alexander Belopolsky (sasha), transcribed Matt Picus <matti.picus@gmail.com> :Status: Final :Type: Informational :Created: 2006-06-10 :Resolution: https://mail.python.org/pipermail/numpy-discussion/2018-October/078824.ht...
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public_repos/numpy/doc
public_repos/numpy/doc/neps/nep-0049.rst
.. _NEP49: =================================== NEP 49 — Data allocation strategies =================================== :Author: Matti Picus :Status: Final :Type: Standards Track :Created: 2021-04-18 :Resolution: https://mail.python.org/archives/list/numpy-discussion@python.org/thread/YZ3PNTXZUT27B6ITFAD3WRSM3T3SRVK4/...
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public_repos/numpy/doc
public_repos/numpy/doc/neps/nep-0026-missing-data-summary.rst
.. _NEP26: ==================================================== NEP 26 — Summary of missing data NEPs and discussion ==================================================== :Author: Mark Wiebe <mwwiebe@gmail.com>, Nathaniel J. Smith <njs@pobox.com> :Status: Deferred :Type: Standards Track :Created: 2012-04-22 *Context*...
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public_repos/numpy/doc
public_repos/numpy/doc/neps/nep-0035-array-creation-dispatch-with-array-function.rst
.. _NEP35: =========================================================== NEP 35 — Array creation dispatching with __array_function__ =========================================================== :Author: Peter Andreas Entschev <pentschev@nvidia.com> :Status: Final :Type: Standards Track :Created: 2019-10-15 :Updated: 202...
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public_repos/numpy/doc
public_repos/numpy/doc/neps/roadmap.rst
============= NumPy roadmap ============= This is a live snapshot of tasks and features we will be investing resources in. It may be used to encourage and inspire developers and to search for funding. Interoperability ---------------- We aim to make it easier to interoperate with NumPy. There are many NumPy-like pa...
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public_repos/numpy/doc
public_repos/numpy/doc/neps/nep-0004-datetime-proposal3.rst
.. _NEP04: ========================================================================= NEP 4 — A (third) proposal for implementing some date/time types in NumPy ========================================================================= :Author: Francesc Alted i Abad :Contact: faltet@pytables.com :Author: Ivan Vilata i B...
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public_repos/numpy/doc
public_repos/numpy/doc/neps/nep-0020-gufunc-signature-enhancement.rst
.. _NEP20: =============================================================== NEP 20 — Expansion of generalized universal function signatures =============================================================== :Author: Marten van Kerkwijk <mhvk@astro.utoronto.ca> :Status: Final :Type: Standards Track :Created: 2018-06-10 :R...
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public_repos/numpy/doc
public_repos/numpy/doc/neps/nep-0007-datetime-proposal.rst
.. _NEP07: ================================================================== NEP 7 — A proposal for implementing some date/time types in NumPy ================================================================== :Author: Travis Oliphant :Contact: oliphant@enthought.com :Date: 2009-06-09 :Status: Final Revised only sl...
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public_repos/numpy/doc
public_repos/numpy/doc/neps/nep-0023-backwards-compatibility.rst
.. _NEP23: ======================================================= NEP 23 — Backwards compatibility and deprecation policy ======================================================= :Author: Ralf Gommers <ralf.gommers@gmail.com> :Status: Final :Type: Process :Created: 2018-07-14 :Resolution: https://mail.python.org/pipe...
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public_repos/numpy/doc
public_repos/numpy/doc/neps/nep-0045-c_style_guide.rst
.. _NEP45: ================================= NEP 45 — C style guide ================================= :Author: Charles Harris <charlesr.harris@gmail.com> :Status: Accepted :Type: Process :Created: 2012-02-26 :Resolution: https://github.com/numpy/numpy/issues/11911 .. highlight:: c Abstract -------- This document g...
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public_repos/numpy/doc
public_repos/numpy/doc/neps/conf.py
# # NumPy Enhancement Proposals documentation build configuration file, created by # sphinx-quickstart on Mon Dec 11 12:45:09 2017. # # This file is execfile()d with the current directory set to its # containing dir. # # Note that not all possible configuration values are present in this # autogenerated file. # # All c...
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public_repos/numpy/doc
public_repos/numpy/doc/neps/nep-0016-benchmark.py
import perf import abc import numpy as np class NotArray: pass class AttrArray: __array_implementer__ = True class ArrayBase(abc.ABC): pass class ABCArray1(ArrayBase): pass class ABCArray2: pass ArrayBase.register(ABCArray2) not_array = NotArray() attr_array = AttrArray() abc_array_1 = ABCArr...
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public_repos/numpy/doc
public_repos/numpy/doc/neps/nep-0046-sponsorship-guidelines.rst
.. _NEP46: ===================================== NEP 46 — NumPy sponsorship guidelines ===================================== :Author: Ralf Gommers <ralf.gommers@gmail.com> :Status: Accepted :Type: Process :Created: 2020-12-27 :Resolution: https://mail.python.org/pipermail/numpy-discussion/2021-January/081424.html A...
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public_repos/numpy/doc
public_repos/numpy/doc/neps/nep-template.rst
================================= NEP X — Template and instructions ================================= :Author: <list of authors' real names and optionally, email addresses> :Status: <Draft | Active | Accepted | Deferred | Rejected | Withdrawn | Final | Superseded> :Type: <Standards Track | Process> :Created: <date cre...
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public_repos/numpy/doc
public_repos/numpy/doc/neps/nep-0000.rst
.. _NEP00: =========================== NEP 0 — Purpose and process =========================== :Author: Jarrod Millman <millman@berkeley.edu> :Status: Active :Type: Process :Created: 2017-12-11 What is a NEP? -------------- NEP stands for NumPy Enhancement Proposal. A NEP is a design document providing informatio...
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public_repos/numpy/doc
public_repos/numpy/doc/neps/nep-0008-groupby_additions.rst
.. _NEP08: ============================================================ NEP 8 — A proposal for adding groupby functionality to NumPy ============================================================ :Author: Travis Oliphant :Contact: oliphant@enthought.com :Date: 2010-04-27 :Status: Deferred Executive summary ==========...
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public_repos/numpy/doc
public_repos/numpy/doc/neps/nep-0028-website-redesign.rst
.. _NEP28: =================================== NEP 28 — numpy.org website redesign =================================== :Author: Ralf Gommers <ralf.gommers@gmail.com> :Author: Joe LaChance <joe@boldmetrics.com> :Author: Shekhar Rajak <shekharrajak.1994@gmail.com> :Status: Final :Type: Informational :Created: 2019-07-1...
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public_repos/numpy/doc/neps
public_repos/numpy/doc/neps/tools/build_index.py
""" Scan the directory of nep files and extract their metadata. The metadata is passed to Jinja for filling out the toctrees for various NEP categories. """ import os import jinja2 import glob import re def render(tpl_path, context): path, filename = os.path.split(tpl_path) return jinja2.Environment( ...
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public_repos/numpy/doc/release
public_repos/numpy/doc/release/upcoming_changes/25138.c_api_removal.rst
* The advanced indexing ``MapIter`` and related API has been removed. The (truly) public part of it was not well tested and had only one known user (Theano). Making it private will simplify improvements to speed up ``ufunc.at`` and make advanced indexing more maintainable and was important for allowing 64 dime...
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public_repos/numpy/doc/release
public_repos/numpy/doc/release/upcoming_changes/README.rst
:orphan: Changelog ========= This directory contains "news fragments" which are short files that contain a small **ReST**-formatted text that will be added to the next what's new page. Make sure to use full sentences with correct case and punctuation, and please try to use Sphinx intersphinx using backticks. The fra...
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public_repos/numpy/doc/release
public_repos/numpy/doc/release/upcoming_changes/24868.new_feature.rst
Add ``np.core.umath.find`` and ``np.core.umath.rfind`` UFuncs ------------------------------------------------------------- Add two ``find`` and ``rfind`` UFuncs that operate on unicode or byte strings and are used in ``np.char``. They operate similar to ``str.find`` and ``str.rfind``.
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public_repos/numpy/doc/release
public_repos/numpy/doc/release/upcoming_changes/24532.new_feature.rst
``meson`` backend for ``f2py`` ------------------------------ ``f2py`` in compile mode (i.e. ``f2py -c``) now accepts the ``--backend meson`` option. This is the default option for Python ``3.12`` on-wards. Older versions will still default to ``--backend distutils``. To support this in realistic use-cases, in compile...
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public_repos/numpy/doc/release
public_repos/numpy/doc/release/upcoming_changes/24877.improvement.rst
Call ``str`` automatically on third argument to functions like `assert_equal` ----------------------------------------------------------------------------- The third argument to functions like `assert_equal` now has ``str`` called on it automatically. This way it mimics the built-in ``assert`` statement, where ``asser...
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public_repos/numpy/doc/release
public_repos/numpy/doc/release/upcoming_changes/24634.change.rst
Renamed ``numpy.core`` to ``numpy._core`` ----------------------------------------- Accessing ``numpy.core`` now emits a DeprecationWarning. In practice we have found that most downstream usage of ``numpy.core`` was to access functionality that is available in the main ``numpy`` namespace. If for some reason you are us...
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public_repos/numpy/doc/release
public_repos/numpy/doc/release/upcoming_changes/24770.new_feature.rst
``strict`` option for `testing.assert_equal` -------------------------------------------- The ``strict`` option is now available for `testing.assert_equal`. Setting ``strict=True`` will disable the broadcasting behaviour for scalars and ensure that input arrays have the same data type.
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public_repos/numpy/doc/release
public_repos/numpy/doc/release/upcoming_changes/template.rst
{% set title = "NumPy {} Release Notes".format(versiondata.version) %} {{ "=" * title|length }} {{ title }} {{ "=" * title|length }} {% for section, _ in sections.items() %} {% set underline = underlines[0] %}{% if section %}{{ section }} {{ underline * section|length }}{% set underline = underlines[1] %} {% endif %}...
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public_repos/numpy/doc/release
public_repos/numpy/doc/release/upcoming_changes/24555.new_feature.rst
``bind(c)`` support for ``f2py`` -------------------------------- Both functions and subroutines can be annotated with ``bind(c)``. ``f2py`` will handle both the correct type mapping, and preserve the unique label for other ``C`` interfaces. **Note:** ``bind(c, name = 'routine_name_other_than_fortran_routine')`` is no...
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public_repos/numpy/doc/release
public_repos/numpy/doc/release/upcoming_changes/24224.change.rst
Default integer now 64bit on 64bit windows ------------------------------------------ The default NumPy integer is now 64bit on all 64bit systems as the historic 32bit default on windows was a common source of issues. Most users should not notice this, the main issues may occur with code interfacing with libraries writ...
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public_repos/numpy/doc/release
public_repos/numpy/doc/release/upcoming_changes/25158.compatibility.rst
``loadtxt`` and ``genfromtxt`` default to ``encoding=None`` ----------------------------------------------------------- ``loadtxt`` and ``genfromtxt`` now both default to ``encoding=None`` which may mainly modifies how ``converters`` work. These will now be passed ``str`` rather than ``bytes``, pass the encoding explic...
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public_repos/numpy/doc/release
public_repos/numpy/doc/release/upcoming_changes/25156.c_api_removal.rst
* ``PyArray_REFCNT`` and ``NPY_REFCOUNT`` are removed. Use ``Py_REFCNT`` instead.
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public_repos/numpy/doc/release
public_repos/numpy/doc/release/upcoming_changes/24807.python_removal.rst
Seven data type aliases have been removed from ``np.dtype(alias)`` search: ``int0``, ``uint0``, ``void0``, ``object0``, ``str0``, ``bytes0`` and ``bool8``.
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public_repos/numpy/doc/release
public_repos/numpy/doc/release/upcoming_changes/24931.improvement.rst
Consistent failure messages in `numpy.testing` ---------------------------------------------- Previously, some `numpy.testing` assertions printed messages that referred to the actual and desired results as ``x`` and ``y``. Now, these values are consistently referred to as ``ACTUAL`` and ``DESIRED``.
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public_repos/numpy/doc/release
public_repos/numpy/doc/release/upcoming_changes/24420.new_feature.rst
Improved CPU optimization tracking ---------------------------------- Introduces a tracer mechanism that enables tracking of the enabled targets for each optimized function in the NumPy library. With this enhancement, it becomes possible to precisely monitor the enabled CPU dispatch targets for the dispatched function...
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public_repos/numpy/doc/release
public_repos/numpy/doc/release/upcoming_changes/24922.new_feature.rst
`numpy.long` and `numpy.ulong` ------------------------------ `numpy.long` and `numpy.ulong` have been added as NumPy integers mapping to C's ``long`` and ``unsigned long``. Prior to NumPy 1.24 `numpy.long` was an alias to Python's ``int``.
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public_repos/numpy/doc/release
public_repos/numpy/doc/release/upcoming_changes/24887.new_feature.rst
``diagonal`` and ``trace`` for `numpy.linalg` --------------------------------------------- `numpy.linalg.diagonal` and `numpy.linalg.trace` have been added, which are Array API compatible variants of `numpy.diagonal` and `numpy.trace`. They differ in the default axis selection which define 2-D sub-arrays.
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public_repos/numpy/doc/release
public_repos/numpy/doc/release/upcoming_changes/24053.new_feature.rst
Support for the updated Accelerate BLAS/LAPACK library, including ILP64 (64-bit integer) support, in macOS 13.3 has been added. This brings arm64 support, and significant performance improvements of up to 10x for commonly used linear algebra operations. When Accelerate is selected at build time, the 13.3+ version will ...
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public_repos/numpy/doc/release
public_repos/numpy/doc/release/upcoming_changes/24717.change.rst
The "relaxed strides" debug build option, which was previously enabled through the ``NPY_RELAXED_STRIDES_DEBUG`` environment variable or the ``-Drelaxed-strides-debug`` config-settings flag, has been removed.
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public_repos/numpy/doc/release
public_repos/numpy/doc/release/upcoming_changes/24775.new_feature.rst
``strict`` option for `testing.assert_array_less` ------------------------------------------------- The ``strict`` option is now available for `testing.assert_array_less`. Setting ``strict=True`` will disable the broadcasting behaviour for scalars and ensure that input arrays have the same data type.
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public_repos/numpy/doc/release
public_repos/numpy/doc/release/upcoming_changes/24540.change.rst
* ``np.lib.array_utils`` public module has been introduced and in its initial version it hosts three functions: ``byte_bounds`` (moved from ``np.lib.utils``), ``normalize_axis_tuple`` and ``normalize_axis_index``
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public_repos/numpy/doc/release
public_repos/numpy/doc/release/upcoming_changes/24854.deprecation.rst
``np.dtype("a")`` alias for ``np.dtype(np.bytes_)`` was deprecated. Use ``np.dtype("S")`` alias instead.
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public_repos/numpy/doc/release
public_repos/numpy/doc/release/upcoming_changes/24945.change.rst
``numpy.fft.helper`` made private --------------------------------- ``numpy.fft.helper`` was renamed to `numpy.fft._helper` to indicate that it is a private submodule. All public functions exported by it should be accessed from `numpy.fft`.
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public_repos/numpy/doc/release
public_repos/numpy/doc/release/upcoming_changes/24818.deprecation.rst
Arrays of 2-dimensional vectors for ``np.cross`` have been deprecated. Use arrays of 3-dimensional vectors instead.
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public_repos/numpy/doc/release
public_repos/numpy/doc/release/upcoming_changes/19355.new_feature.rst
`np.bitwise_count` to compute the number of 1-bits in an integer array ---------------------------------------------------------------------- This new function counts the number of 1-bits in a number. `np.bitwise_count` works on all the numpy integer types and integer-like objects. .. code-block:: python >>> a =...
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public_repos/numpy/doc/release
public_repos/numpy/doc/release/upcoming_changes/24946.change.rst
``numpy.linalg.linalg`` made private ------------------------------------ ``numpy.linalg.linalg`` was renamed to `numpy.linalg._linalg` to indicate that it is a private submodule. All public functions exported by it should be accessed from `numpy.linalg`.
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public_repos/numpy/doc/release
public_repos/numpy/doc/release/upcoming_changes/24477.python_removal.rst
* ``np.find_common_type`` has been removed. Use ``numpy.promote_types`` or ``numpy.result_type`` instead. To achieve semantics for the ``scalar_types`` argument, use ``numpy.result_type`` and pass the Pythonvalues ``0``, ``0.0``, or ``0j``. * ``np.round_`` has been removed. Use ``np.round`` instead. * ``np.nbytes...
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public_repos/numpy/doc/release
public_repos/numpy/doc/release/upcoming_changes/24878.improvement.rst
Support for array ``atol`` and ``rtol`` in ``np.isclose`` and ``np.allclose`` ----------------------------------------------------------------------------- The keywords ``atol`` and ``rtol`` in ``np.isclose`` and ``np.allclose`` now accept both scalars and arrays. An array, if given, must broadcast to the shapes of the...
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public_repos/numpy/doc/release
public_repos/numpy/doc/release/upcoming_changes/24555.improvement.rst
``iso_c_binding`` support for ``f2py`` -------------------------------------- Previously, users would have to define their own custom ``f2cmap`` file to use type mappings defined by the Fortran2003 ``iso_c_binding`` intrinsic module. These type maps are now natively supported by ``f2py``
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public_repos/numpy/doc/release
public_repos/numpy/doc/release/upcoming_changes/24587.python_removal.rst
* ``np.compare_chararrays`` has been removed from the main namespace. Use ``np.char.compare_chararrays`` instead. * The ``charrarray`` in the main namespace has been deprecated. It can be imported without a deprecation warning from ``np.char.chararray`` for now, but we are planning to fully deprecate and remove...
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public_repos/numpy/doc/release
public_repos/numpy/doc/release/upcoming_changes/24445.deprecation.rst
* ``np.trapz`` has been deprecated. Use ``scipy.interpolate.trapezoid`` instead. * ``np.in1d`` has been deprecated. Use ``np.isin`` instead. * Alias ``np.row_stack`` has been deprecated. Use ``np.vstack`` directly.
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public_repos/numpy/doc/release
public_repos/numpy/doc/release/upcoming_changes/24680.new_feature.rst
``strict`` option for `testing.assert_allclose` ----------------------------------------------- The ``strict`` option is now available for `testing.assert_allclose`. Setting ``strict=True`` will disable the broadcasting behaviour for scalars and ensure that input arrays have the same data type.
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public_repos/numpy/doc/release
public_repos/numpy/doc/release/upcoming_changes/25105.python_removal.rst
``__array_prepare__`` is removed -------------------------------- UFuncs called ``__array_prepare__`` before running computations for normal ufunc calls (not generalized ufuncs, reductions, etc.). The function was also called instead of ``__array_wrap__`` on the results of some linear algebra functions. It is now remo...
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public_repos/numpy/doc/release
public_repos/numpy/doc/release/upcoming_changes/24376.python_removal.rst
* Alias ``np.float_`` has been removed. Use ``np.float64`` instead. * Alias ``np.complex_`` has been removed. Use ``np.complex128`` instead. * Alias ``np.longfloat`` has been removed. Use ``np.longdouble`` instead. * Alias ``np.singlecomplex`` has been removed. Use ``np.complex64`` instead. * Alias ``np.cfloat`` ha...
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public_repos/numpy/doc/release
public_repos/numpy/doc/release/upcoming_changes/24858.new_feature.rst
* Extend ``np.add`` to work with ``unicode`` and ``bytes`` dtypes.
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public_repos/numpy/doc
public_repos/numpy/doc/changelog/1.24.4-changelog.rst
Contributors ============ A total of 4 people contributed to this release. People with a "+" by their names contributed a patch for the first time. * Bas van Beek * Charles Harris * Sebastian Berg * Hongyang Peng + Pull requests merged ==================== A total of 6 pull requests were merged for this release. ...
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public_repos/numpy/doc
public_repos/numpy/doc/changelog/1.22.1-changelog.rst
Contributors ============ A total of 14 people contributed to this release. People with a "+" by their names contributed a patch for the first time. * Arryan Singh * Bas van Beek * Charles Harris * Denis Laxalde * Isuru Fernando * Kevin Sheppard * Matthew Barber * Matti Picus * Melissa Weber Mendonça * Mukulika Pah...
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public_repos/numpy/doc
public_repos/numpy/doc/changelog/1.15.2-changelog.rst
Contributors ============ A total of 4 people contributed to this release. People with a "+" by their names contributed a patch for the first time. * Charles Harris * Julian Taylor * Marten van Kerkwijk * Matti Picus Pull requests merged ==================== A total of 4 pull requests were merged for this release...
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public_repos/numpy/doc
public_repos/numpy/doc/changelog/1.17.2-changelog.rst
Contributors ============ A total of 7 people contributed to this release. People with a "+" by their names contributed a patch for the first time. * CakeWithSteak + * Charles Harris * Dan Allan * Hameer Abbasi * Lars Grueter * Matti Picus * Sebastian Berg Pull requests merged ==================== A total of 8 pu...
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public_repos/numpy/doc
public_repos/numpy/doc/changelog/1.24.1-changelog.rst
Contributors ============ A total of 12 people contributed to this release. People with a "+" by their names contributed a patch for the first time. * Andrew Nelson * Ben Greiner + * Charles Harris * Clément Robert * Matteo Raso * Matti Picus * Melissa Weber Mendonça * Miles Cranmer * Ralf Gommers * Rohit Goswami *...
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