Saravanan666/pypi-org huggingface dataset:
Package: pudu
A Python library for explainability of machine learinng algorithms in an agnostic, deterministic, and simple way.GitHub repo:https://github.com/pudu-py/puduDocumentation:https://pudu-py.github.io/puduPyPI:https://pypi.python.org/pypi/puduConda-forge:https://anaconda.org/conda-forge/puduFree software: MIT licenseIntroductionpuduis a Python package that helps intepret and explore the results of machinme learning algorythms. It does this by quantifying the change
in probability according to the change in the features. This library works with any case that has a probability function, which is normally available inscikit-learnandkerasmethods, and works for both 1-d (vectrors) and 2-d problems (images). In order to see the exact procedure and format needed, please refer to the examples in thedocs.FeaturesThe following is a list of the main procedures thatpudupackage enables.Importance: estimates the absolute or relative importance of the features.Speed: calculates how fast a preditcion changes according to the changes in the features.Synergy: tests the synergy between features and the change in classification probability.Easy plotting of the results from the above.QuickstartInstall this library usingpip::pip install puduInstall this library usingconda-forge::conda install -c conda-forge puduTest it by running one of the examples in thedocs.If you find this library useful, please consider a reference or citation as::@misc{Grau-Luque2023Pudu,
 author = {E. Grau-Luque, I. Becerril-Romero, A. Perez-Rodriguez, M. Guc, V. Izquierdo-Roca},
 title = {pudu},
 year = {2023},
 publisher = {GitHub},
 journal = {GitHub repository},
 howpublished = {\url{https://github.com/pudu-py/pudu}},
 }Stay up-to-date by updating the library using::conda update pudu
pip install --update puduIf you encounter problems when updating, try uninstalling and then re-installing::pip uninstall pudu
 conda remove puduCreditsThis package was created withCookiecutterand thegiswqs/pypackageproject template.
Package: pueblo
Pueblo - a Python toolbox library»Changelog|PyPI|Issues|Source code|LicenseAboutA Python toolbox library.Contains Python code duplicated too often elsewhere.Finally, it is in one place.Here be dragons and gems.Setuppipinstall--upgradepuebloAfter installation, you can verify if it was successful.pueblo--versionUsageRead the source.Prior Arthttps://pypi.org/project/boltons/
Package: pueda
PuEDAA collection of Python tools for micro-Electronics Design Automation.PuEDA in an acronym, but also stands for a conjugate for of the Spanish verb "poder" which means "can".
The project was born as part of a group of scripts to test thecryptechecdsa256IP.Install (from pypi)pip3 install puedaInstall (from github)pip3 install git+https://github.com/bat52/pueda.git@masterExample of simple simulation with Icarus Verilogfrom pueda.edalize import icarus
icarus(simname='hello', top='hello_tb', src_dirs = ['./hello'])Example of simulation with Icarus Verilogfrom pueda.edalize import icarus
icarus(simname='counter', top='counter_tb', src_dirs = ['./counter/rtl','./counter/tb'], iverilog_options=['-g2005-sv'])Example of simulation with pyverilatorfrom pueda.pyverilator import pyverilator_wrapper
pv = pyverilator_wrapper(fname='./counter/rtl/counter.v', src_dirs=['./counter/rtl'], command_args = [], dump_en = False)

for _ in range(16):
    pv.sim.clock.tick()
    print('count = %d' % pv.sim.io.count)
assert(pv.sim.io.count == 0)Example of synthesys with yosysfrom pueda.yosys import yosys
yosys(top='counter', src_dirs = ['./counter/rtl'], synth_en=True)
# gate count available in ./work_yosys/yosys.logCommon functionsfrom pueda.common import * 

# list2str : convert a list of strings into a single string
# get_source_files_alldir : returns a file list from a list of directories
# get_source_files: gets all rtl source files from a directory
# get_inc_list: returns a string appending -I to the input list of directories
# get_remote_files: donwload files from an internet url
# vcd_view: visualize a vcd or fst file with gtkwave
# get_clean_work: generate a clean work direactory for a specific tool
# write_file_lines: print a file to screen
Package: puente
puenteNote (2022-05-11): This project is no longer maintained.Puente is a Python library that handles l10n things for Django projects
using Jinja2 templates.extract command to extract strings from your project and shove them into a.potfilemerge command that merges new strings from a.potfile into locale.pofilescode to collapse whitespace for Jinja2’s trans blockadd pgettext and npgettext to template environment and they correctly
escape things and work the same way as Jinja2’s newstyle gettextconfigured using Django settingssolid documentationsolid testsThis is derived fromTower, but heavily
changed.This project is lightly maintained, and the goal is to phase it out, replacing
it withstandard Djangofor most cases, andBabelfor more complex cases. For more
information, see the issues and thecurrent status of phasing Puente out.Code:https://github.com/mozilla/puente/Issues:No longer maintained.License:BSD 3-clause; See LICENSEContributors:See AUTHORS.rstDocumentation:https://puente.readthedocs.io/InstallFrom PyPIRun:$ pip install puenteFor hackingRun:# Clone the repository
$ git clone https://github.com/mozilla/puente

# Create a virtualenvironment
...

# Install Puente and dev requirements
$ pip install -r requirements-dev.txtUsageSeedocumentation <https://puente.readthedocs.io/>for configuration and usage.History1.0.0 (May 11th, 2022)Backwards incompatible changes:Dropped support for Python < 3.7.Dropped support for Django < 3.2.Ended the project. Please switch to something else.Changes:Added support for Django 3.2.Added support for Python 3.7, 3.8, 3.9, and 3.10.Fixed issues with recent Jinja2 releases.Switched to semver!0.5 (March 3rd, 2017)Drop support for Django 1.7 and JingoAdd support for Python 3.5 and 3.6Add support for Django 1.9, 1.10 and 1.11b1 (#59) (Thank you, Thor K. H!)0.4.1 (December 10th, 2015)Add all the Django keywords for extraction (#53)0.4 (November 20th, 2015)Implement pgettext and npgettext (#45)Remove undocumented STANDALONE_DOMAINS setting and fix extract/merge code (#44)Add ngettext testsRework gettext code, clarify documentation and add tests (#42)Project infrastructure fixes0.3 (November 5th, 2015)add “Translators:” to the translator prefix list (#34)makepuente.ext.i18nbe an alias forpuente.ext.PuenteI18nExtensionfix the gettext alias to be moar korrect (#35)fix the jingo-related docs in regards to extensions (#35)lots of changes to the Migrating from Tower documentfleshed outtest_project_jingoso we can use it for developmentfixed merge to handleLANGUAGESsetting correctlyfirst pass on Python 3.4 support (pretty sure it works) (#15)logo (#37)0.2 (October 30th, 2015)fix requirementsremove mention of elasticutils in release processfix meta information regarding python 3–we don’t support that, yet0.1 (October 30th, 2015)Initial writing. Everything has changed!
Package: puf
Python utility functionsinstallPyPI home.pip install pufUsepip install -e .to test locally.build, publishSee thistutorialfor detailed instructions.pipinstall-Upipbuildtwine

python-mbuild
python-mtwineuploaddist/*# enter __token__# enter PyPI tokentestSeepython unittest.python-munittesthttps://mysqlclient.readthedocs.io/user_guide.htmlhttps://pypi.org/project/mysqlclient/
Package: puffling
PufflingUsageSee thedummy projectfor a minimum
example.Debugging config-settingsPuffling writes receivedconfig-settingsinto distributions:$ cd tests/dummy
$ puffling build -Ctest=1 -Ctest=2 -Cbird=yes
[sdist]
dist/dummy-1.0.0.tar.gz

[wheel]
dist/dummy-1.0.0-py3-none-any.whl

$ tar -xvf dist/dummy-1.0.0.tar.gz
x dummy-1.0.0/src/dummy/__init__.py
x dummy-1.0.0/.gitignore
x dummy-1.0.0/pyproject.toml
x dummy-1.0.0/PKG-INFO
x dummy-1.0.0/CONFIG-SETTINGS

$ cat dummy-1.0.0/CONFIG-SETTINGS
{
  "test": [
    "1",
    "2"
  ],
  "bird": "yes"
}AcknowlegementsThis is a fork ofhatchlingby Ofek Lev which is available under theMIT license.This project only exists for test purposes and should not be used to build projects in production.
Package: pufo-twitter-bot
Features 🚀This is an command-line app to create randomly created book titles to author combinations.
The interface provides the possibility to tweet the list on twitter.Creates a list of random book titels and author combinationsParameters to tune arecountfor number of author/titlesgenderfor the gender of the authorsBook titles are in german for now. Multilanguage support maybe coming in the future.Requirements 📋python>=3.7,<3.10twitter devloper account (to post to twitter)Installation 🔨You can installPufo Twitter BotviapipfromPyPI:$pipinstallpufo-twitter-botUsageBasic usage:$pufo-twitter-bot--count2--genderm>> 1. Der Büffel - Florentin Titze
>> 2. Platte Tüte - Stefan WillPlease see theCommand-line Referencefor details.ContributingContributions are very welcome.
To learn more, see theContributor Guide.LicenseDistributed under the terms of theMIT license,Pufo Twitter Botis free and open source software.Issues 📌If you encounter any problems,
pleasefile an issuealong with a detailed description.CreditsRandom book titles are taken frombuchtitelgenerator.deThis project would not be possible without the authors of this site for
letting me use their data. Herewith I express my deepest thanks.Random author names generated from two origins:randomname.deoffenedaten-koelnThe names data is distributed under the Creative Commons license (see:cc licenses)SupportGet me acoffee☕  orbeer🍺This project was generated from@cjolowicz’sHypermodern Python Cookiecuttertemplate.
Package: pug
[License](https://pypip.in/license/pug/badge.svg?style=flatPython User Group utilitiesCollection of utilities by and for the PDX Python User Group.nlp – Natural Language (and text) Processing utilitiesann – Artificial Neural Network utilitiesinvest – Time Series Processing utilities (including predictive
analytics on financial time series)dj – Django utilities and apps (not yet working)Seethe docsfor the latest.InstallationOn a Posix SystemYou really want to contribute, right?git clone https://github.com/hobson/pug.gitIf your a user and not a developer, and have an up-to-date posix OS with
the postgres, xml2, and xlst development packages installed, then just
usepip.pip install pugFedoraIf you’re on Fedora >= 16 but haven’t done a lot of python binding
development, then you’ll need some libraries before pip will succeed.sudo yum install -y python-devel libxml2-devel libxslt-devel gcc-gfortran python-scikit-learn postgresql postgresql-server postgresql-libs postgresql-devel
pip install pugBleeding EdgeEven the releases are very unstable, but if you want to have the latest,
most broken codepip install git+git://github.com/hobsonlane/pug.git@masterWarningThis software is in alpha testing. Install at your own risk.DevelopmentI love merging PRs and adding contributors to the__authors__list:git clone https://github.com/hobson/pug.git
Package: pug4py
Pug4Py - Pug Templates for PythonWhat is pug4py?Pug4Py is a simple script that allows you to use all the functions of Pug (NodeJs)
in any python framework with the addition that you can also use the
mako syntax (a popular and fast template engine for python).Here is a small example of usage:frompug4py.pugimportPugpug=Pug("pug")defsay_hello():return"Hello World"pug.render("example.pug",say_hello=say_hello,year="2019",author="https://github.com/multiversecoder/pug4py")RequirementsYou need Python 3.7 or later to run pug4py, node v12.10.0 and yarnIn Ubuntu, Mint and Debian you can install Requirements like this:$ apt-get install python3 python3-pip
$ curl -sL https://deb.nodesource.com/setup_12.10.0 | sudo -E bash -
$ apt update && apt install nodejs
$ curl -sS https://dl.yarnpkg.com/debian/pubkey.gpg | sudo apt-key add -
$ echo "deb https://dl.yarnpkg.com/debian/ stable main" | sudo tee /etc/apt/sources.list.d/yarn.list
$ apt update && apt install yarnFor fedora$ dnf install python3 python3-pip
$ curl -sL https://deb.nodesource.com/setup_12.10.0 | sudo -E bash -
$ dnf update && dnf install nodejs
$ curl -sL https://dl.yarnpkg.com/rpm/yarn.repo -o /etc/yum.repos.d/yarn.repo
$ dnf install yarnFor other systems- Install Python3
- Install Nodejs
- Install YarnPug InstallationPug will be installed implicitly when the Pug class is initialized and installed inside the pug4py package directoryQuick startpug4py can be installed using pip:$ python3 -m pip install -U pug4pyor:$ pip install pug4pyfor install pug4py from source:$ git clone https://github.com/multiversecoder/pug4py
$ cd ./pug4py
$ pip install .Development statuspug4py is beta software, but it has already been used in production and it has an extensive test suite.
Package: pug-ann
Artificial Neural Network (ANN) utilitiesThis is a namespace package (sub-package) of the pug package a
collection of utilities by and for the PDX Python User Group.IntroductionArtificial Neural Network utilities by and for the PDX Python User Group
(PUG).InstallationOn a Posix SystemYou really want to contribute, right?git clone https://github.com/hobson/pug-ann.gitIf you’re a user and not a developer, and have an up-to-date posix OS
with the postgres, xml2, and xlst development packages installed, then
just usepip.pip install pug-annFedoraIf you’re on Fedora >= 16 but haven’t done a lot of python binding
development, then you’ll need some libraries before pip will succeed.sudo yum install -y python-devel libxml2-devel libxslt-devel gcc-gfortran python-scikit-learn postgresql postgresql-server postgresql-libs postgresql-devel
pip install pugBleeding EdgeEven the releases are very unstable, but if you want to have the latest,
most broken codepip install git+git://github.com/hobsonlane/pug.git@masterWarningThis software is in alpha testing. Install at your own risk.DevelopmentI love merging PRs and adding contributors to the__authors__list:git clone https://github.com/hobson/pug-ann.git
Package: pugbot_ng
pugbot-ng = pugbot next genCommands:helpplzdieforcestartjoinorjoin <mapname>leavestatusmapsvote <mapname>votesInstallationTo install the release version:pip install pugbot_ngpugbot_ngTo install the git version:git clonehttp://github.com/clearskies/pugbot_ng.gitcd pugbot_ng./setup.py installpugbot_ngConfigurationConfiguration is handled by a JSON file, located in either/etc/pugbot_ng.jsonor$HOME/.pugbot_ng.json. An example configuration file is as follows:{
    "channel": "#pugbot-ng",
    "maps": [
        "abbey",
        "algiers",
        "austria",
        "beijing_b3",
        "bohemia",
        "cambridge_fixed",
        "casa",
        "crossing",
        "docks",
        "dust2_v2",
        "elgin",
        "facade_b5",
        "kingdom_rc6",
        "mandolin",
        "oildepot",
        "orbital_sl",
        "prague",
        "ramelle",
        "ricochet",
        "riyadh",
        "sanctuary",
        "thingley",
        "tohunga_b8",
        "tohunga_b10",
        "toxic",
        "tunis",
        "turnpike",
        "uptown"
    ],
    "nick": "pugbot-ng",
    "owners": [
        "foo",
        "bar"
    ],
    "port": 6667,
    "prefixes": "!>@.",
    "server": "irc.quakenet.org",
    "size": 10
}DiscussionPlease report bugs usingGitHub Issues.You can also join#pugbot-ngonQuakenetto ask questions or get involved.
Package: pug-data
========pug-data========An eager data retriever to aid you with machine learning.Description===========Compose Pandas dataframes from data retrieved from the following services+ historical weather condition time series at stations across the US from Weather_Underground_+ natural language tweets from the Twitter_API_- oregon campaign finance transactions from Hack_Oregon_- financial market data from yahoo_finance_.. Weather_Underground_: //wunderground.com.. Twitter_API_: //twitter.com.. Hack_Oregon_: //hackoregon.org.. yahoo_finance_: finance.yahoo.com
Package: pug-dj
Django apps for data mining and web scrapingThis is a namespace package (sub-package) of the pug package a
collection of utilities by and for the PDX Python User Group.IntroductionDjango apps for data mining and web scraping built by and for the PDX
Python User Group (PUG).InstallationOn a Posix SystemYou really want to contribute, right?git clone https://github.com/hobson/pug-dj.gitIf your a user and not a developer, and have an up-to-date posix OS with
the postgres, xml2, and xlst development packages installed, then just
usepip.pip install pug-djFedoraIf you’re on Fedora >= 16 but haven’t done a lot of python binding
development, then you’ll need some libraries before pip will succeed.sudo yum install -y python-devel libxml2-devel libxslt-devel gcc-gfortran python-scikit-learn postgresql postgresql-server postgresql-libs postgresql-devel
pip install pugBleeding EdgeEven the releases are very unstable, but if you want to have the latest,
most broken codepip install git+git://github.com/hobsonlane/pug.git@masterWarningThis software is in alpha testing. Install at your own risk.DevelopmentI love merging PRs and adding contributors to the__authors__list:git clone https://github.com/hobson/pug-dj.git
Package: puggle
PuggleThis library is designed to provide utilities for working with the outputs of entity typing models such asSPERT,E2EET, or annotation tools such asQuickgraph. Puggle has three main purposes:Provide easy parsing of the output (i.e. annotations) of entity typing modelsEnable the connection between structured data (csv) and those annotationsProvide functionality to easily load the structured data + annotations into a Neo4j graphWe do not include any code for actually running machine learning models here. Puggle is purely designed for loading the results of such models into Python-based classes, (optionally) manipulating that data, and then easily importing the data into Neo4j.📘📗📙Full README and code documentation available onReadtheDocs.📙📗📘
Package: pug-invest
Investing (finance) machine learning algorithmsThis sub-package of the pug namespace package, provides utilities and
algorithms for manipulating and predictin financial time-series data.InstallationOn a Posix SystemYou really want to contribute, right?git clone https://github.com/hobson/pug-invest.gitIf your a user and not a developer, and have an up-to-date posix OS with
the postgres, xml2, and xlst development packages installed, then just
usepip.pip install pug-investFedoraIf you’re on Fedora >= 16 but haven’t done a lot of python binding
development, then you’ll need some libraries before pip will succeed.sudo yum install -y python-devel libxml2-devel libxslt-devel gcc-gfortran python-scikit-learn postgresql postgresql-server postgresql-libs postgresql-devel
pip install pugBleeding EdgeEven the releases are very unstable, but if you want to have the latest,
most broken codepip install git+git://github.com/hobsonlane/pug.git@masterWarningThis software is in alpha testing. Install at your own risk.DevelopmentI love merging PRs and adding contributors to the__authors__list:git clone https://github.com/hobson/pug-invest.git
Package: pugixml
Python bindings for pugixmlpugixmlis a light-weight C++ XML processing library. It features:DOM-like interface with rich traversal/modification capabilitiesExtremely fastnon-validating XML parser which constructs the DOM tree from an XML file/bufferXPath 1.0 implementation for complex data-driven tree queriesFull Unicode support with Unicode interface variants and automatic encoding conversionsDocumentationpugixml-pythonAPI ReferencepugixmlQuick-start guideReference manualExampleLoading XML document from file:frompugixmlimportpugidoc=pugi.XMLDocument()result=doc.load_file('xgconsole.xml')ifnotresult:print('parse error: status=%rdescription=%r'%(result.status,result.description()))Searching for nodes/attributes with predicates:tools=doc.child('Profile').child('Tools')# Find child via predicate (looks for direct children only)node=tools.find_child(lambdax:x.attribute('AllowRemote').as_bool())print(node.attribute('Filename').value())# Find node via predicate (looks for all descendants in depth-first order)node=doc.find_node(lambdax:x.attribute('AllowRemote').as_bool())print(node.attribute('Filename').value())# Find attribute via predicateattr=tools.last_child().find_attribute(lambdax:x.name()=='AllowRemote')print(attr.value())Selecting nodes via XPath expression:tools=doc.select_nodes('/Profile/Tools/Tool[@AllowRemote="true" and @DeriveCaptionFrom="lastparam"]')fortoolintools:print(tool.node().attribute('Filename').value())Using query objects and variables:varset=pugi.XPathVariableSet()var=varset.add('remote',pugi.XPATH_TYPE_BOOLEAN)query_remote_tools=pugi.XPathQuery('/Profile/Tools/Tool[@AllowRemote = string($remote)]',varset)var.set(True)tools_remote=query_remote_tools.evaluate_node_set(doc)fortoolintools_remote:tool.node().print(pugi.PrintWriter())var.set(False)tools_local=query_remote_tools.evaluate_node_set(doc)fortoolintools_local:tool.node().print(pugi.PrintWriter())InstallationInstalling a package from PyPIpipinstallpugixmlBuilding a package from sourceRequirements:C++17 compatible compiler (seesupported compilers)CMake≥ 3.12Installing a package from PyPI:pipinstall--no-binary=:all:pugixmlInstalling the development version from the git repository:pipinstallgit+https://github.com/miute/pugixml-python.gitLicensepugixml-pythonis licensed under theMIT License.pugixmlis licensed under theMIT License.
Package: puglang
puglangPug Programming LanguagePug is a general purpose programming language.Making Changes & ContributingThis project usespre-commit, please make sure to install it before making any
changes:pip install pre-commit
cd puglang
pre-commit installIt is a good idea to update the hooks to the latest version:pre-commit autoupdateDon’t forget to tell your contributors to also install and use pre-commit.NoteThis project has been set up using PyScaffold 4.2.1. For details and usage
information on PyScaffold seehttps://pyscaffold.org/.
Package: pugna
pugnaNeural Network Fitting CodeDevelopmentconda create -n pugna-dev python=3.7adding new modelsnew models should be added to the pugna/models directory
as a new python module. See pugna/models/mscalednn.py for an example.Uploading to pypipython setup.py clean --all
rm -rf dist/
python3 setup.py sdist bdist_wheel
python3 -m twine upload  dist/*
Package: pugnlp
Natural language processing utilities from the Portland Python user
groupLike pug-nlp(https://github.com/totalgood/pug-nlp), but simpler and
updated (python 2 and 3).PUG Natural Language Processing (NLP) UtilitiesThis sub-package of the pug namespace package, provides natural language
processing (NLP) and text processing utilities built by and for the PDX
Python User Group (PUG).InstallationOn a Posix SystemYou really want to contribute, right?git clone https://github.com/totalgood/pug-nlp.gitIf you’re a user and not a developer, and have an up-to-date posix OS
with the postgres, xml2, and xlst development packages installed, then
just usepip.pip install pug-nlpFedoraIf you’re on Fedora >= 16 but haven’t done a lot of python binding
development, then you’ll need some libraries before pip will succeed.sudo yum install -y python-devel libxml2-devel libxslt-devel gcc-gfortran python-scikit-learn postgresql postgresql-server postgresql-libs postgresql-devel
pip install pugBleeding EdgeEven the releases are very unstable, but if you want to have the latest,
most broken codepip install -e git+git://github.com/hobsonlane/pug.git@masterWarningThis software is in alpha testing. Install at your own risk.DevelopmentI love merging PRs and adding contributors to the__authors__list:git clone https://github.com/totalgood/pugnlp.git