This package provides a Python module for machine learning that extends scikit-learn. It includes algorithms that are useful but do not satisfy the scikit-learn inclusion criteria, for instance due to their novelty or lower citation number.

xarray-dataclasses is a Python package that makes it easy to create xarray's DataArray and Datase objects that are "typed" (i.e. fixed dimensions, data type, coordinates, attributes, and name) using the Python's dataclass.

This library helps you read text from an unknown charset encoding. Motivated by chardet, it tries to resolve the issue by taking a new approach. All IANA character set names for which the Python core library provides codecs are supported.

This library helps you read text from an unknown charset encoding. Motivated by chardet, it tries to resolve the issue by taking a new approach. All IANA character set names for which the Python core library provides codecs are supported.

django-classy-tags is an approach at making writing template tags in Django easier, shorter and more fun. It provides an extensible argument parser which reduces most of the boiler plate code you usually have to write when coding custom template tags.

This project does not implement the parsing of pyproject.toml containing PEP 621 metadata. Instead, given a Python data structure representing PEP 621 metadata (already parsed), it will validate this input and generate a PEP 643-compliant metadata file (e.g. PKG-INFO).

Mailman3 allows emails sent to its mailing lists to be archived by any software provided that there is a plugin (loadable by Mailman3) designed to communicate with it properly. This module contains a Mailman3 archiver plugin which sends emails to HyperKitty, the official Mailman3 web archiver.

This piece of code sets up some reader macros that make it simpler to input string literals which contain backslashes and double quotes This is very useful for writing complicated docstrings and, as it turns out, writing code that contains string literals that contain code themselves.

This Python module defines a tiny language to evaluate and compare license expressions using boolean logic. Logical combinations of licenses can be tested for equality, containment, and equivalence. They can be normalised and simplified. It supports SPDX license expressions as well as other naming conventions and aliases in the same expression.

This plugin allows you to set up and tear down fixtures within unit test functions that use py.test. This is useful for using hypothesis inside py.test, as hypothesis will call the test function multiple times, without setting up or tearing down fixture state as is normally the case.

The Python requests library bundles the urllib3 library, however, some software distributions modify requests to remove the bundled library. This makes some operations difficult, such as suppressing the “insecure platform warning” messages that urllib emits. This package is a simple library to find the correct path to exceptions in the requests library regardless of whether they are bundled or not.

fastapi-pagination is a Python library designed to simplify pagination in FastAPI applications. It provides a set of utility functions and data models to help you paginate your database queries and return paginated responses to your clients.

This package, as opposed to python-fastapi-pagination-minimal, depends on all available optional dependencies supported by mainline fastapi-pagination.

HTTP Core provides a minimal and low-level HTTP client, which does one thing only: send HTTP requests.

Some things HTTP Core does do:

• Sending HTTP requests.

• Provides both sync and async interfaces.

• Supports HTTP/1.1 and HTTP/2.

• Async backend support for asyncio and trio.

• Automatic connection pooling.

• HTTP(S) proxy support.

importlib_metadata is a library which provides an API for accessing an installed Python package's metadata, such as its entry points or its top-level name. This functionality intends to replace most uses of pkg_resources entry point API and metadata API. Along with importlib.resources in Python 3.7 and newer, this can eliminate the need to use the older and less efficient pkg_resources package.

JAX is Autograd and XLA, brought together for high-performance numerical computing, including large-scale machine learning research. With its updated version of Autograd, JAX can automatically differentiate native Python and NumPy functions. It can differentiate through loops, branches, recursion, and closures, and it can take derivatives of derivatives of derivatives. It supports reverse-mode differentiation (a.k.a. backpropagation) via grad as well as forward-mode differentiation, and the two can be composed arbitrarily to any order.

This package provides models and classes to supplement the standard library collections module. Examples include

• RangeMap: A mapping that accepts a range of values for keys.

• Projection: A subset over an existing mapping.

• KeyTransformingDict: Generalized mapping with keys transformed by a function.

• FoldedCaseKeyedDict: A dict whose string keys are case-insensitive.

• BijectiveMap: A map where keys map to values and values back to their keys.

• ItemsAsAttributes: A mapping mix-in exposing items as attributes.

• IdentityOverrideMap: A map whose keys map by default to themselves unless overridden.

• FrozenDict: A hashable, immutable map.

• Enumeration: An object whose keys are enumerated.

• Everything: A container that contains all things.

• Least, Greatest: Objects that are always less than or greater than any other.

• pop_all: Return all items from the mutable sequence and remove them from that sequence.

• DictStack: A stack of dicts, great for sharing scopes.

• WeightedLookup: A specialized RangeMap for selecting an item by weights.

Python library for OnlyKey with Solo FIDO2

Object life-cycle events.

This package provides the IPython kernel for Jupyter.

This is the Cython-coded accelerator module for PyOpenGL.

Documentation at https://melpa.org/#/python-switch-quotes

Documentation at https://melpa.org/#/evil-python-movement

This package is only for bootstrapping. Do not use this.

This package provides a Sphinx Extension to generate OG metadata.