Saravanan666/pypi-org huggingface dataset:
Package: bexvar
Bayesian excess variance for Poisson data time series with backgrounds.
Excess variance is over-dispersion beyond the observational poisson noise,
caused by an astrophysical source.IntroductionMethodTutorialOutput plotand filesIntroductionIn high-energy astrophysics, the analysis of photon count time series
is common. Examples include the detection of gamma-ray bursts,
periodicity searches in pulsars, or the characterisation of
damped random walk-like accretion in the X-ray emission of
active galactic nuclei.Methodspaper:https://arxiv.org/abs/2106.14529This repository provides new statistical analysis methods for light curves.
They can deal withvery low count statistics (0 or a few counts per time bin)(potentially variable) instrument sensitivity(potentially variable) backgrounds, measured simultaneously in an ‘off’ region.The tools can read eROSITA light curves. Contributions that can read other
file formats are welcome.Thebexvar_ero.pytool computes posterior distributions on the Bayesian excess variance,
and source count rate.quick_ero.pycomputes simpler statistics, including Bayesian blocks,
fraction variance, the normalised excess variance, and
the amplitude maximum deviation statistics.LicenceAGPLv3 (see COPYING file). Contact me if you need a different licence.InstallInstall as usual:$ pip3 install bexvarThis also installs the requiredultranestpython package.ExampleRun with:$ bexvar_ero.py 020_LightCurve_00001.fitsRun simpler variability analyses with:$ quick_ero.py 020_LightCurve_*.fits.gzContributingContributions are welcome. Please open pull requests
with code contributions, or issues for bugs and questions.Contributors include:Johannes BuchnerDavid BogensbergerIf you use this software, please cite this paper:https://arxiv.org/abs/2106.14529Changelog
Package: beymax
Beymax APIA high-level, functional-focused wrapper todiscord.pyAboutThis package started off as a personal discord bot, but as it grew in scope, I found the need to add my own utilities
on top of the wonderfuldiscord.pyby GitHub user Rapptz.
Beymax aims to reduce the amount of boilerplate needed to create a functioning Discord bot, while also exposing
an API which is familiar to those used to writing event-driven code.Differences from discord.pyEssentiallyeverythingruns as an event listener. This includes tasks, commands, and context menusEvents now have 3 phases: For an event calledevent, subscribers tobefore:eventare run first, thenevent, and finallyafter:event.Events can be cancelled: Any listener to an event can callevent.cancel()which will prevent any listeners in subsequent phases from being invoked.
It does abort any listeners which have already ben called, such as other listeners to the current phaseClient differences:Events can be scheduled in the future withClient.dispatch_future(). This adds an entry to the database, so the scheduled event will persist through restarts..dispatch_future()guarantees precision within at least 30s of the scheduled time.Key-value storage: Reduces boilerplate for storing/retreiving arbitrary small data points.Client.set_value()andClient.get_value()can be used to
store & retreive small strings from the databaseDatabase migrations:Client.migration()allows schema migrations to be added in code. Migrations are called only the first time the bot starts up after
a new migration is added.Special message handlers: A small convenience layer overClient.wait_for(),Client.add_special()allows a coroutine to be invoked any time a message
is received which meets user-defined criteriaNative database integration: Beymax natively supportsSQLAlchemyfor interacting with databases in your bot.Cogs -> Suites: discord.py's concept of acogis essentially the same as a Beymaxsuite. Suites group together a set of commands, context menus, event listeners, database tables, etc which logically relate to each other. Suites can define their own interdependencies, ensuring that if a suite is loaded by your bot, all of its dependencies are also loaded.UI Differences: discord.py's ui library follows an imperative style, where UI elements are defined in advance via subclassing. Beymax overrides this interface to provide a functionally-oriented style where UI elements are defined dynamically at runtime using function decorators.Argument parsing and command definition: Beymax mostly follows discord.py's style of defining command/context arguments via function annotations. Beymax extends this
by allowing all argument metadata to be set in the annotations, including parameter descriptions.
Package: beyoncify
beyoncify #1.0.1beyoncify yourselfinstallpip install beyoncifyusageimportbeyoncifybeyonce_to_be=beyoncify.beyoncify('emin')beyoncify.in_yo_face_mf(beyonce_to_be)>>>'émin'normal=beyoncify.go_back_to_being_normal(beyonce_to_be)beyonce.in_yo_face_mf(normal)>>>'emin'contributors@ebsaral - authorcopyrights of the photos belong to their owners.
Package: beyond
This library was started to better understand how Flight Dynamics works. It
has no intent of efficiency nor performance at the moment, and the goal is
mainly to develop a simple API for space observations.The sources of this library can be found atgithuband
are under the MIT license.InstallationBeyond requires Python 3.6+, numpy andsgp4.
To install the library and its dependencies use pippipinstallbeyondDocumentationLast release(stable)Dev(latest)Usageimportnumpyasnpfrombeyond.io.tleimportTlefrombeyond.framesimportcreate_stationfrombeyond.datesimportDate,timedelta# Parse TLEtle=Tle("""ISS (ZARYA)
1 25544U 98067A   19072.15347313  .00000167  00000-0  10147-4 0  9997
2 25544  51.6420 118.6717 0004098  99.2855 123.2259 15.52799885160336""")# Create a station from which to compute the passstation=create_station('KSC',(28.524058,-80.65085,0.0))fororbinstation.visibility(tle.orbit(),start=Date.now(),stop=timedelta(days=1),step=timedelta(minutes=2),events=True):# As all angles are given in radians,# there is some conversion to doazim=-np.degrees(orb.theta)%360elev=np.degrees(orb.phi)r=orb.r/1000.print("{event:10}{tle.name}{date:%Y-%m-%dT%H:%M:%S.%f}{azim:7.2f}{elev:7.2f}{r:10.2f}".format(date=orb.date,r=r,azim=azim,elev=elev,tle=tle,event=orb.eventiforb.eventisnotNoneelse""))# Stop at the end of the first passiforb.eventandorb.event.info=="LOS":breakThis library is used as basis for theSpace-Commandutility.Commons usages for this library are:Predicting of satellite visibilityComputing satellite ground trackComputing planets visibilityReferencesA lot of the formulas and flight dynamic algorithm are based on Vallado’sFundamentals of Astrodynamic and Applications4th ed.
Package: beyondmail
Beyond MailBeyond Mail its anopen sourceproject made for sending emails easily with python.importosfrombeyondmailimportBeyondMail,Host# Getting Credentials from Env Variablesmy_email=os.get('EMAIL')password=os.get('PASSWORD')# Sending EmailwithBeyondMail(my_email,password,Host.GMAIL)asmail_client:mail_client.send_email(['email@exemple.com'],'Subject','Content')DocumentationBeyondMailBeyondMailis the main class of the lib, when you create an instance of this class, you can "login" in the SMTP Server and then, send your emails.If you try send email without login, an error will be thrown.importosfrombeyondmailimportBeyondMail,Host# Getting Credentials from Env Variablesmy_email=os.get('EMAIL')password=os.get('PASSWORD')# Sending Emailmail_client=BeyondMail(my_email,password,Host.GMAIL)mail_client.login()mail_client.send_email(['email@exemple.com'],'Subject','Content')mail_client.logout()You can also use pythoncontext api(with) to sending your emails like the first exemple, when you use the context api the instance calls thelogin()andlogout()methods by yourself.HostsFor use one email server, its just get the constant inHostclass.OBS:The hosting support are in progress, if you want to colaborate to our project, please make apull request.GmailYou need to generate an App Password of google to use.Outlook
Package: beyondpapers
Beyond PapersTrying to do small gradient update to AI/ML Research with keen interest to build community of  "Code before Research paper","Random and open Experiments before perfect solution". Building value beyond papers.Each algorithm will have easy to understand underlying intution and architecture breif mentioned by concept contributors and collaborators. Before moving experimental to launched atleast 3 usage examples, associated medium post and concept video will be linked in the document for quick reference.Launched:Just getting started ...Live Experiments:Switchers:***Compatible with Tensorflow | Regression | Deeplearning for Tabular Data | Spit->Iterate<->SwitchMotivations:
Ensemble Trees are great fit for classification but are not good conceptual fit for Regression problems.Deeplearning models which ideally must be good fit still fails in case of tabular data.Architecture of Tabular Deeplearning Models like Tabnet are not very intutive hence not beginner friendly.Reach out:aibeyondpaper@gmail.comData might contain subgroups which might behave differently from each other hence might useful to split them up and train seperately"
As the name suggests switcher main idea is that it iteratively switches observations to respective best learner .Switcher makes an attempts to make deeplearning work for tabular data. Its being built considering both beginner's ease of use and customisabliltity for advance user.Architecture: Switchers architecture choice revolves around Split, Iterate and Switch functions.Train Cycle:  Split Data (unsupervised ) -> Repeat( Iterative Regression like Deep ANN) per Split <-> Switch observation to respective best learner ) <- Best Learner ClassifierTest Cycle:  Best Learner Classifier -> RegressorResults: In progress. Will be reported soon. Initial test indicated significant improvement on regression tasks compared to vanilla Deep ANN.
Package: beyondskins.ploneday.site
beyondskins.ploneday.siteOverviewThis product is an installable Plone 3 Theme developed bySimples
Consultoriafor the World Plone Day
initiative, promoted by Plone Foundation.RequirementsPlone 3.1.x (http://plone.org/products/plone)InstallationTo use this skin, on a buildout based installation:Edit your buildout.cfg and addbeyondskins.ploneday.siteto the list of eggs to install[buildout]
...
eggs =
    beyondskins.ploneday.siteTell the plone.recipe.zope2instance recipe to install a ZCML slug:[instance]
...
zcml =
    ...
    beyondskins.ploneday.siteIf another package depends on the beyondskins.ploneday.site egg or
includes its zcml directly you do not need to specify anything in the
buildout configuration: buildout will detect this automatically.After updating the configuration you need to run the ‘’bin/buildout’’,
which will take care of updating your system.Go to the ‘Site Setup’ page in the Plone interface and click on the
‘Add/Remove Products’ link.Choose the product (check its checkbox) and click the ‘Install’ button.Uninstall – This can be done from the same management screen, but only
if you installed it from the quick installer.Note: You may have to empty your browser cache to see the effects of the
product installation.Browsers and OS’sInternet Explorer 7.0 (WinXP/Vista)Firefox 3 (WinXP/Vista/MacOSX)Safari 3 (WinXP/MacOSX)CreditsAndre Nogueira (andre at simplesconsultoria dot com dot br) - DesignThiago Tamosauskas (thiago at simplesconsultoria dot com dot br) -
ImplementationErico Andrei (erico at simplesconsultoria dot com dot br) - PackagingChangelog1.0.2 (2009-05-13)Fix a bug with a translation in action.xml [tamosauskas]1.0.1Initial Public Release to PyPi and Plone.orgIncludes xcf file for easy customizationi18n support1.0 - UnreleasedSao Paulo / Brazil, visual Theme
Package: beyondskins.ploneday.site2009
OverviewThis product is an installable Plone 3 Theme developed bySimples
Consultoriafor the World Plone Day
2009 initiative, promoted by Plone Foundation.RequirementsPlone 3.3 (http://plone.org/products/plone)Plone 3.2.x (http://plone.org/products/plone)Plone 3.1.x (http://plone.org/products/plone)Plone 3.0.x (http://plone.org/products/plone)InstallationTo use this skin, on a buildout based installation:1. Unpack beyondskins.ploneday.site2009 package to src/ folder of your
buildout
2. Edit your buildout.cfg and add the following information:[buildout]
...
eggs =
    beyondskins.ploneday.site2009

[instance]
zcml =
    ...
    beyondskins.ploneday.site2009The last line tells buildout to generate a zcml snippet that tells
Zope to configure beyondskins.ploneday.site2009.If another package depends on the beyondskins.ploneday.site2009 egg or
includes its zcml directly you do not need to specify anything in the
buildout configuration: buildout will detect this automatically.After updating the configuration you need to run the ‘’bin/buildout’’,
which will take care of updating your system.Go to the ‘Site Setup’ page in the Plone interface and click on the
‘Add/Remove Products’ link.Choose the product (check its checkbox) and click the ‘Install’ button.Uninstall – This can be done from the same management screen, but only
if you installed it from the quick installer.Note: You may have to empty your browser cache to see the effects of the
product installation.Browsers and OS’sInternet Explorer 8.0 (WinXP/Vista)Internet Explorer 7.0 (WinXP/Vista)Firefox 3 (WinXP/Vista/MacOSX)Safari 3 (WinXP/Vista/MacOSX)CreditsAndre Nogueira (andre at simplesconsultoria dot com dot br) - DesignThiago Tamosauskas (thiago at simplesconsultoria dot com dot br) -
Implementation, CSS Magic and IE fixesSimples Consultoria (products at simplesconsultoria dot com dot br) -
PackagingChangelog1.0IE 8.0 fixes
[tamosauskas]Plone 3.3 support
[tamosauskas]Initial Public Release to PyPi and Plone.org
[erico_andrei]i18n support
[erico_andrei]Sao Paulo / Brazil, visual Theme
Package: beyondskins.ploneday.site2010
beyondskins.ploneday.site2010OverviewThis product is a installable Plone 3.x, 4.x Theme developed bySimples
Consultoria.RequirementsPlone 4.0 (http://plone.org/products/plone)Plone 3.2.x (http://plone.org/products/plone)Plone 3.1.x (http://plone.org/products/plone)InstallationTo use this theme, on a buildout based installation:1. Unpack beyondskins.ploneday.site2010 package to src/ folder of your
buildout
2. Edit your buildout.cfg and add the following information:[buildout]
...
eggs =
    beyondskins.ploneday.site2010

[instance]
zcml =
    ...
    beyondskins.ploneday.site2010The last line tells buildout to generate a zcml snippet that tells
Zope to configure beyondskins.ploneday.site2010.If another package depends on the beyondskins.ploneday.site2010 egg or
includes its zcml directly you do not need to specify anything in the
buildout configuration: buildout will detect this automatically.After updating the configuration you need to run the ‘’bin/buildout’’,
which will take care of updating your system.Go to the ‘Site Setup’ page in the Plone interface and click on the
‘Add/Remove Products’ link.Choose the product (check its checkbox) and click the ‘Install’ button.Uninstall – This can be done from the same management screen, but only
if you installed it from the quick installer.Note: You may have to empty your browser cache to see the effects of the
product installation.Browsers and OS’sInternet Explorer 8.0 (WinXP/Vista)Internet Explorer 7.0 (WinXP/Vista)Firefox 3 (WinXP/Vista/MacOSX)Safari 4 (WinXP/Vista/MacOSX)Safari 3 (WinXP/Vista/MacOSX)CreditsSimples Consultoria (products at simplesconsultoria dot com dot br) - Design /
PackagingChangelog1.0.3 (2010-04-15)Login form styles  [tamossauskas]bugfix, the missing folder. Thanks Rob Cecil, David Bain [tamossauskas]1.0.2 (2010-04-14)Missing files [erico_andrei]1.0.1 (2010-04-14)Internal layout adjustments  [tamossauskas]1.01 - (2010-03-26)Plone 3 and 4 compatible [tamossauskas]1.0 - (2010-03-26)Initial Release [tamossauskas]
Package: beyondskins.ploneday.site2011
Table of Contentsbeyondskins.ploneday.site2011OverviewRequirementsScreenshotInstallationBrowsers and OS’sContributingCredits1.0 - (2011-04-18)beyondskins.ploneday.site2011OverviewThis product is a installable Plone theme developed bySimples
Consultoriafor the 2011 edition of
theWorld Plone DayRequirementsPlone 4.x (http://plone.org/products/plone)ScreenshotInstallationTo use this skin, on a buildout based installation:1. Unpack beyondskins.ploneday.site2011 package to src/ folder of your
buildout
2. Edit your buildout.cfg and add the following information:[buildout]
...
eggs =
    beyondskins.ploneday.site2011After updating the configuration you need to run the ‘’bin/buildout’’,
which will take care of updating your system.Go to the ‘Site Setup’ page in the Plone interface and click on the
‘Add/Remove Products’ link.Choose the product (check its checkbox) and click the ‘Install’ button.Uninstall – This can be done from the same management screen, but only
if you installed it from the quick installer.Note: You may have to empty your browser cache to see the effects of the
product installation.Browsers and OS’sInternet Explorer 8.0/9.0 (WinXP/Vista)Firefox 3.5/4.0 (WinXP/Vista/MacOSX/Linux)Safari 4 (WinXP/Vista/MacOSX)Google Chrome 10/11 (WinXP/Vista/MacOSX/Linux)ContributingCode repository and isssue tracker can be found atBitBucketCreditsSimples Consultoria (products at simplesconsultoria dot com dot br) - Design /
PackagingChangelog1.0 - (2011-04-18)Plone 4 support based on Sunburst Theme [andren]Initial release [erico_andrei]
Package: beyondskins.pyconbrasil2008
Overview“PyConBrasil2008” for PyConBrasil 2008 conference site.RequirementsPlone 2.5.x (http://plone.org/products/plone)Five 1.4.4 (http://codespeak.net/z3/five/release/Five-1.4.4.tgz)InstallationThis skin was developed to be installed onPyConBrasil 2008 web site, so there is alot of hard-coded stuffthat
should be cleaned up prior to this skin beusableon another Plone site.To use this skin, on a buildout based installation:1. Unpack beyondskins.pyconbrasil2008 package to src/ folder of your
buildout
2. Edit your buildout.cfg and add the following information:[buildout]
...
eggs =
    beyondskins.pyconbrasil2008

[instance]
zcml =
    ...
    beyondskins.pyconbrasil2008The last line tells buildout to generate a zcml snippet that tells
Zope to configure beyondskins.pyconbrasil2008.If another package depends on the beyondskins.pyconbrasil2008 egg or
includes its zcml directly you do not need to specify anything in the
buildout configuration: buildout will detect this automatically.After updating the configuration you need to run the ‘’bin/buildout’’,
which will take care of updating your system.Go to the ‘Site Setup’ page in the Plone interface and click on the
‘Add/Remove Products’ link.Choose the product (check its checkbox) and click the ‘Install’ button.Uninstall – This can be done from the same management screen, but only
if you installed it from the quick installer.Note: You may have to empty your browser cache to see the effects of the
product installation.CreditsAPyB (Associacao Python Brasil) and PyConBrasil 2008 Staff.André Nogueira (andre at simplesconsultoria dot com dot br) - Design and css.Dorneles Tremea (dorneles at x3ng dot com dot br) - Mentoring and Wii guidanceErico Andrei (erico at simplesconsultoria dot com dot br) - Packaging.Changelog1.0 - UnreleasedInitial release
Package: beyondskins.pythonbrasil.site
beyondskins.pythonbrasil.siteOverviewThis product is a installable Plone 3 Theme developed bySimples
Consultoriafor use inPython Brasil
[5]Conference web site.Python Brasil is the new name of PyConBrasil – The Brazilian Python Conference.RequirementsPlone 3.3.x (http://plone.org/products/plone)Plone 3.2.x (http://plone.org/products/plone)InstallationThis skin was developed to be installed onPython Brasil [5]web site, so there are hard-coded stuff
that should be cleaned up prior to this skin be usable on another Plone site.To use this skin, on a buildout based installation:1. Unpack beyondskins.pythonbrasil.site package to src/ folder of your
buildout
2. Edit your buildout.cfg and add the following information:[buildout]
...
eggs =
    beyondskins.pythonbrasil.site

[instance]
zcml =
    ...
    beyondskins.pythonbrasil.siteThe last line tells buildout to generate a zcml snippet that tells
Zope to configure beyondskins.pythonbrasil.site.If another package depends on the beyondskins.pythonbrasil.site egg or
includes its zcml directly you do not need to specify anything in the
buildout configuration: buildout will detect this automatically.After updating the configuration you need to run the ‘’bin/buildout’’,
which will take care of updating your system.Go to the ‘Site Setup’ page in the Plone interface and click on the
‘Add/Remove Products’ link.Choose the product (check its checkbox) and click the ‘Install’ button.Uninstall – This can be done from the same management screen, but only
if you installed it from the quick installer.Note: You may have to empty your browser cache to see the effects of the
product installation.Browsers and OS’sInternet Explorer 8.0 (WinXP/Vista)Internet Explorer 7.0 (WinXP/Vista)Firefox 3.5 (Vista/MacOSX/Linux)Firefox 3 (WinXP/Vista/MacOSX/Linux)Safari 4 (WinXP/Vista/MacOSX)Safari 3 (WinXP/Vista/MacOSX)CreditsAPyB (Associacao Python Brasil) and Python Brasil [5] Staff.Andre Nogueira (andre at simplesconsultoria dot com dot br) - DesignThiago Tamosauskas (thiago at simplesconsultoria dot com dot br) -
Implementation, CSS Magic and IE fixesSimples Consultoria (products at simplesconsultoria dot com dot br)
PackagingChangelog3.0.1 (2011-06-06)Recursive adding skins folders [erico_andrei]3.0.0 (2011-06-06)Use INavRoot instead of fixing it on navtree_properties
[erico_andrei]Images, css reordering [erico_andrei]Split single css file into yearly ones [erico_andrei]Implement sponsorship in the colophon file [erico_andrei]2.0.0 (2010-05-19)Includes webcouturier.dropdownmenu as dependencies. [erico_andrei]New viewlet allowing per-edition logo and top. [tamosauskas]Minor layout changes to comply to this year conference. [tamosauskas]1.0.3 (internal)Minor css fixes [tamosauskas]1.0.2 (internal)Minor css fixes [tamosauskas]1.0.1 (2009-07-09)Minor css fixes [tamosauskas]Pypi release [erico_andrei]1.0 (2009-06-15)Initial release