Saravanan666/pypi-org huggingface dataset:
Package: cinet
cinetScikit-Learn interface for CINET PyTorch siamese neural network.DeepCINET is a deep "siamese" neural network architecture, where a contrastive loss function is used to learn feature weights that maximally discriminate relative response/target between valid pairs of training data. A hyper-parameter, delta, is used to define what a valid pair is by setting a minimum difference in response/target value for pairs to be included in model training, with the intuition that useful weights cannot be learned from samples that are too close together in response-space.Concordance index is then used to assess rank accuracy. Concordance index was chosen because it is a non-parametric statistic that does not make
assumptions on data distributon or homoscedasticity. It can detect non-linear, monotonic associations.ECINET is a one-dimensional neural network, which makes it essentially a linear regression model with regularization. It is comparable to model architectures like ElasticNet. It can be used
to assess if improved performance is delivered by the added complexity of DeepCINET.Note, however, that siamese networks go hand-in-hand with few shot learning approaches. The idea is that features learned from large data in CINET can then be applied to learning done
on smaller real-world data in a transfer learning approach.An initial implementation, trained on gene set expression data from cancer cell lines and meant to predict drug sensitivity rank, is available on the BHKLab's public GitHub athttps://github.com/bhklab/cinet.Installation$pip3installcinetUsageCINET can be used like any other Scikit-Learn model.# Import CINETfromcinetimport*# Create a DeepCINET modelmodel=deepCINET()# Or, create an ECINET modelmodel=ECINET()# Standard Scikit-Learn syntaxmodel.fit(X,y)model.predict(X)model.score(X,y)# You can use it with things like GridSearchCV easilyGridSearchCV(deepCINET(device='cpu',batch_size=2**12),param_grid,refit=True,verbose=3,n_jobs=3)ContributingInterested in contributing? Check out the contributing guidelines. Please note that this project is released with a Code of Conduct. By contributing to this project, you agree to abide by its terms.Licensecinetwas created by Kevin Tabatabaei and Christopher Eeles. It is licensed under the terms of the MIT license.Creditscinetwas created withcookiecutterand thepy-pkgs-cookiecuttertemplate.
Package: cinetone
CinetoneA python CLI tool for generating color palettes from a given video file.InstallationInstall it from pypi using :pip install cinetoneUsageThe tool can be run from the command line using the following syntax:cinetone [-h] [-o OUTPUT] [-sc SKIPCOUNT] video_filevideo_file: Path to the video file to be decoded (required)-o, --output: Places the output in the specified file. Saves into out.png by default-sc, --skipcount: Specifies the frames to skip while processing. Default value is 50-h, --help: View helpDependenciesimageio[ffmpeg]
Package: cinipy
cinipycinipy is an app for custom logging.InstallationYou can install the app using pip:pip install cinipyUsagefromcinipyimportlog_info,log_warning,log_errorlog_info("This is an info message.")log_warning({"key":"value","key2":[1,2,3]})log_error(["error",{"key":"value"}])Future featuresCustom FormattingLog handlersWrite logs to a fileSend logs to remote serverStream to Elasticsearch, logstash, ...More configure optionsFiltering
Package: cinnamon-generic
Cinnamon GenericThe generic package offers severalComponentand relatedConfigurationfor machine-learning.Additionally, it provides the first set ofcommands: high-level APIs for speeding up cinnamon registration.DocumentationCheck the online documentation ofcinnamon-genericfor more information.Check also the centralcinnamondocumentation to overview all cinnamon packages!Components and ConfigurationsThe generic package definesComponentandConfigurationforHyper-parameter calibrationCallbacksData loadersData splitters (e.g., train, validation and test)File managerFramework helper (e.g., for deterministic runs)MetricsModel APIPipeline API (i.e., a special nestedComponentthat executes children sequentially)Data processorsModel validation routines: train and test, cross-validationCommandsCommands are syntactic sugar for several cinnamon operations.For instance, thesetup_registry()performs (i) custom module loading; (ii) registration DAG evaluation and (iii) registration.
Thus, it is just necessary to invoke this command at the beginning of each runnable script to use cinnamon.Other commands are more specific to the generic package:Running a genericComponent.Running aRoutinecomponent intrainingandinferencemodes.Running multipleComponentin sequential fashion.Running multipleRoutinecomponents in sequential fashion.Running aCalibratorcomponent.Installpippip install cinnamon-genericgitgit clone https://github.com/federicoruggeri/cinnamon_genericContributeWant to contribute with newComponentandConfiguration?Feel free to submit a merge request!Cinnamon is meant to be a community project :)ContactDon't hesitate to contact:Federico Ruggeri @federico.ruggeri6@unibo.itfor questions/doubts/issues!
Package: cinnamon-tf
Cinnamon Tensorflow packageThe tensorflow package offersComponentand relatedConfigurationthat rely on the Tensorflow library.Thus,cinnamon-tfmainly providesModel,CallbackandHelperimplementations.Components and ConfigurationsThe tensorflow package defines the followingComponentandConfigurationNeural networks: a high-level implementation to build your tensorflow-based neural models.Callbacks (e.g., early stopping)Framework helpers for tensorflow/cuda deterministic behaviourInstallpippip install cinnamon-tfgitgit clone https://github.com/federicoruggeri/cinnamon_tfContributeWant to contribute with newComponentandConfiguration?Feel free to submit a merge request!Cinnamon is meant to be a community project :)ContactDon't hesitate to contact:Federico Ruggeri @federico.ruggeri6@unibo.itfor questions/doubts/issues!
Package: cinnamon-th
Cinnamon Torch packageThe tensorflow package offersComponentand relatedConfigurationthat rely on the Tensorflow library.Thus,cinnamon-thmainly providesModel,CallbackandHelperimplementations.DocumentationCheck the online documentation ofcinnamon-thfor more information.Check also the centralcinnamondocumentation to overview all cinnamon packages!Components and ConfigurationsThe tensorflow package defines the followingComponentandConfigurationNeural networks: a high-level implementation to build your tensorflow-based neural models.Callbacks (e.g., early stopping)Framework helpers for tensorflow/cuda deterministic behaviourInstallpippip install cinnamon-thgitgit clone https://github.com/nlp-unibo/cinnamon_thContributeWant to contribute with newComponentandConfiguration?Feel free to submit a merge request!Cinnamon is meant to be a community project :)ContactDon't hesitate to contact:Federico Ruggeri @federico.ruggeri6@unibo.itfor questions/doubts/issues!
Package: cinnamon-udev-locker
cinnamon-udev-locker====================.. image:: https://img.shields.io/pypi/v/cinnamon-udev-locker.svg:target: https://pypi.python.org/pypi/cinnamon-udev-locker:alt: Latest PyPI version.. image:: https://travis-ci.org/fladi/cinnamon-udev-locker.png:target: https://travis-ci.org/fladi/cinnamon-udev-locker:alt: Latest Travis CI build statusLock Cinnamon desktop session through device status (i.e YubiKey)Usage-----Run in INIT mode with an empty YAML configuration:> touch ~/.config/cinnamon-udev-locker/config.yml> cinnamon-udev-locker --initThis will print out all available properties for a UDev event. With a YubiKeyjust plug it in after executing the above steps and it will output somethinglike this:add:* ACTION: add* BUSNUM: 003* DEVNAME: /dev/bus/usb/003/030* DEVNUM: 030* DEVPATH: /devices/pci0000:00/0000:00:14.0/usb3/3-1/3-1.1* DEVTYPE: usb_device* DRIVER: usb* ID_BUS: usb* ID_FOR_SEAT: usb-pci-0000_00_14_0-usb-0_1_1* ID_MODEL: Yubikey_4_U2F+CCID* ID_MODEL_ENC: Yubikey\x204\x20U2F+CCID* ID_MODEL_FROM_DATABASE: Yubikey 4 U2F+CCID* ID_MODEL_ID: 0406* ID_PATH: pci-0000:00:14.0-usb-0:1.1* ID_PATH_TAG: pci-0000_00_14_0-usb-0_1_1* ID_REVISION: 0427* ID_SERIAL: Yubico_Yubikey_4_U2F+CCID* ID_SMARTCARD_READER: 1* ID_SMARTCARD_READER_DRIVER: gnupg* ID_USB_INTERFACES: :030000:0b0000:* ID_VENDOR: Yubico* ID_VENDOR_ENC: Yubico* ID_VENDOR_FROM_DATABASE: Yubico.com* ID_VENDOR_ID: 1050* MAJOR: 189* MINOR: 285* PRODUCT: 1050/406/427* SEQNUM: 3746* SUBSYSTEM: usb* SYSTEMD_WANTS: smartcard.target* TAGS: :uaccess:systemd:seat:* TYPE: 0/0/0* USEC_INITIALIZED: 359396531717You can now create rules in the config file based on the above attributes andtheir values. Values are matched against regular expressions to provide morefelxibility.To have the screen locked when a YubiKey is disconnected andto activate the password prompt to unlock the screen once it is reconnected, usethe following rule in `~/.config/cinnamon-udev-locker/config.yml`:---- devices:- ID_VENDOR: ^Yubico$ID_MODEL: ^Yubikey.*add: wakeupremove: lockIt is possible to define more than one rule with different behaviours. To have asecond device that only activates the password prompt on connect but does notlock the screen on disconnect just append to the YAML list of rules:---- devices:- ID_VENDOR: ^Yubico$ID_MODEL: ^Yubikey.*add: wakeupremove: lock- devices:- ID_VENDOR: ^ACME$ID_MODEL_FROM_DATABASE: ^Detonator$add: wakeupAfterwards make sure to have `cinnamon-udev-locker` automatically started foryour Cinnamon session.Installation------------pip install cinnamon-udev-lockerRequirements^^^^^^^^^^^^* click* click-log* pygobject* pyxdgCompatibility-------------This script was written for Python3 only.Licence-------Published under MIT/Expat license.Authors-------`cinnamon-udev-locker` was written by `Michael Fladischer <michael@fladi.at>`_.
Package: cinq-auditor-cloudtrail
Please open issues in theCloud-InquisitorrepositoryDescriptionThis auditor ensures that CloudTrail:is enabled globally on multi-regionlogs to a central locationhas SNS/SQS notifications enabled and being sent to the correct queuesand that regional trails (of our chosen name) are not enabledConfiguration OptionsOption nameDefault ValueTypeDescriptionenabledFalseboolEnable the CloudTrail auditorinterval60intRun frequency in minutesbucket_accountCHANGE MEstringName of the account (must exist), in which to create the S3 bucket where CloudTrail logs will be deliveredbucket_nameCHANGE MEstringName of the S3 bucket to send CloudTrail logs tobucket_regionus-west-2stringRegion where to enable global events loggingglobal_cloudtrail_regionus-west-2stringRegion where to enable the global CloudTrailsns_topic_nameCHANGE MEstringName of the SNS topic for CloudTrail log deliverysqs_queue_accountCHANGE MEstringName of the account (must exist) which owns the SQS queue for CloudTrail log delivery notificationssqs_queue_nameSET MEstringName of the SQS queuesqs_queue_regionus-west-2stringRegion for the SQS queuetrail_nameus-west-2stringName of the CloudTrail trail region
Package: cinq-auditor-domain-hijacking
Please open issues in theCloud-InquisitorrepositoryDescriptionThis auditor Checks DNS resource records for any pointers to non-existing
assets in AWS (S3 buckets, Elastic Beanstalks, etc) and alerts to indicate
there is a vulnerability.Configuration OptionsOption nameDefault ValueTypeDescriptionenabledFalseboolEnable the Domain Hijacking auditorinterval30intHow often the auditor runs, in minutesemail_recipients[‘changeme@domain.tld’]arrayList of emails to receive alertshijack_subjectPotential hijack detectedstringEmail subject for domain hijack notifications
Package: cinq-auditor-ebs
Please open issues in theCloud-InquisitorrepositoryDescriptionThis auditor validates that EBS volumes are tagged and can be configured to take corrective action, if required.Configuration OptionsOption nameDefault ValueTypeDescriptionenabledFalseboolEnable the EBS auditorinterval1440intHow often the auditor runs, in minutesrenotify_delay_days14intSend another notifications n days after the lastemail_subjectUnattached EBS VolumesstringJSON document with roles to push to accounts. See documentation for examplesignore_tagscinq_ignorearrayA list of tags that will cause the auditor to ignore the volume
Package: cinq-auditor-iam
Please open issues in theCloud-InquisitorrepositoryDescriptionThis auditor validates and applies IAM policies for AWS Accounts.Configuration OptionsOption nameDefault ValueTypeDescriptionenabledFalseboolEnable the IAM roles and auditorinterval30intHow often the auditor executes, in minutesmanage_rolesTrueboolEnable management of IAM rolesrolesTruestringJSON document with roles to push to accounts. See documentation for examplesdelete_inline_policiesFalseboolDelete inline policies from existing rolesgit_auth_tokenCHANGE MEstringAPI Auth token for Githubgit_serverCHANGE MEstringAddress of the Github servergit_repoCHANGE MEstringName of the Github repogit_no_ssl_verifyFalseboolDisable SSL verification of Github server
Package: cinq-auditor-required-tags
Please open issues in theCloud-InquisitorrepositoryDescriptionThis auditor reviews, alerts and potentially takes action on AWS objects that are found not to be compliant with the tagging requirements.Configuration OptionsOption nameDefault ValueTypeDescriptionalert_settingsSee notes belowJSONAlert and enforcement settings for supported resourcesalways_send_emailTrueboolSend emails even in collect modeaudit_ignore_tagcinq_ignorestringCinq will ignore alerting/enforcement if resources are tagged with thisaudit_scopeaws_ec2_instancestringSelect resources (aws_ec2_instance, aws_s3_bucket)collect_onlyTrueboolDo not shutdown resources, only update cachesconfirm_shutdownTrueboolRequire manual confirmation before shutting down instancesemail_subjectResources missing required tagsstringSubject of the new issues email notificationsenabledFalseboolEnable the Required Tags auditorinterval30intHow often the auditor executes, in minutespartial_owner_matchFalseboolAllow partial matches of the Owner tagpermanent_recipient[]arrayList of email addresses to receive all alertsrequired_tags[‘owner’, ‘accounting’, ‘name’]arrayList of required tagsExample - alert_settings:{"*":{"alert":["0 seconds","15 days"],"stop":None,"remove":"20 weeks","scope":[]},"aws_s3_bucket":{"alert":["0 seconds","30 days"],"stop":None,"remove":"10 weeks","scope":["*"]},"aws_ec2_instance":{"alert":["0 seconds","14 days","4 weeks"],"stop":"8 weeks","remove":"12 weeks","scope":["enabled-account-1","enabled-account-2"]}}
Package: cinq-auditor-vpc-flowlogs
Please open issues in theCloud-InquisitorrepositoryDescriptionThis auditor validates that VPC flow logging is enabled within all your VPCs for your account, taking corrective action if necessary.OperationThe VPC Flow Logs auditor verifies that every VPC in the account has VPC flow logging enabled. The Auditor runs at the interval configured and will create the necessary account-level IAM Role and CloudWatch LogGroups if VPC flow logging is required for a VPC.The VPC Flow logs are automatically sent to a cloudwatch log group with a prefix of the VPC-ID.Configuration OptionsOption nameDefault ValueTypeDescriptionenabledFalseboolEnable the VPC Flow Logs auditorinterval60intRun frequency in minuteslog_retention_days180intDays to retain logs before expiring
Package: cinq-auth-onelogin-saml
Please open issues in theCloud-InquisitorrepositoryDescriptionThis code enables the OneLogin service for SSO & MFA in front
of Cloud Inquisitor.Configuration OptionsOption nameDefault ValueTypeDescriptionstrictTrueboolStrict validation of SAML responsesdebugFalseboolService Provider Entity IDsp_entity_idService Provider Entity IDstringService Provider Entity IDsp_acsNonestringAssertion Consumer endpointsp_slsNonestringSingle Logout Service endpointidp_entity_idNonestringIdentity Provider Entity IDidp_ssosNonestringSingle Sign-On Service endpointidp_slsNonestring  | Single Logout Service endpointidp_x509certNonestring  | Base64 encoded x509 certificate for SAML validation
Package: cinq-collector-aws
Please open issues in theCloud-InquisitorrepositoryDescriptionThe base AWS collector queries all regions for every account collecting information for the following:AccountUpdate the list of resources that are account wideS3 BucketsCloudFront DistributionsRoute53 DNS Zones and recordsRegionUpdate the list of the following resources for a specific account and regionEC2 InstancesAMIsEBS VolumesEBS SnapshotsElastic BeanStalksVPCsConfiguration OptionsOption nameDefault ValueTypeDescriptionenabledTrueboolEnable the AWS collectorinterval15intRun frequency, in minutesmax_instances1000intMaximum number of instances per API call
Package: cinq-collector-dns
Please open issues in theCloud-InquisitorrepositoryDescriptionThis collector gathers and collates all related DNS information,
with which the relevant DNS auditors can analyse for potential
security issues.Configuration OptionsOption nameDefault ValueTypeDescriptionenabledFalseboolEnable the DNS collector plugininterval15intRun frequency in minutescloudflare_api_keystringCloudFlare API Keycloudflare_emailstringEmail address associated with the API keycloudflare_enabledFalseboolEnable CloudFlare as a source for DNS recordscloudflare_endpointhttps://api.cloudflare.com/client/v4stringCloudFlare API endpointaxfr_domains[]arrayDomains to attempt to perform zone transfers foraxfr_serverstringServer from where to request zone transfersaxfr_enabledFalseboolEnable using DNS Zone Transfers for records
Package: cinq-scheduler-sqs
Please open issues in theCloud-InquisitorrepositoryDescriptionThis scheduler takes care of scheduling the actual SQS
messaging and tracks the status of the jobs as workers are
executing said jobs.Configuration OptionsOption nameDefault ValueTypeDescriptionenabledTrueboolEnable SQS based schedulerqueue_regionus-west-2stringRegion of the SQS Queuesstatus_queue_urlstringURL of the SQS Queue for worker reportsjob_delay2floatTime between each scheduled job, in seconds. Can be used to avoid spiky loads during execution of tasks
Package: cinquis-util
cinquis-utilcinquis utilities repoPatch History0.0.1untested build0.0.2cleand up code with pylint0.0.3renamed cinquis-util to cinquis_util due to package name requirements0.0.4renamed src/cinquis-util to src/cinquis_util and updated build files0.0.5updated text_analytics.py to import spacy0.0.6updated to use spacy current, removed some old spacy imports for cli
Package: cinterop
cinterop - helpers for Python-C interop via CFFImaster:testing:This package is primarily for managing and marshalling resources in native libraries, written for instance in C++, from Python. The package includes some generic helper facilities on top of CFFI for basic C types, and additional facilities for passing various types of data structures (Cstructs). These are informed mostly by the domain of environmental modelling and simulation, but most are generic.date/timenumeric or character vectorsnumeric or character dictionariesunivariate or multivariate time seriesstatistical definitionsLicenseMIT (seeLicense.txt)DocumentationHosted atcinterop via readthedocs.ioSource codeMarshalling data between C, C++ and other programming languages onGitHubInstallationpipinstallcinteropFrom source:pipinstall-rrequirements.txt
pythonsetup.pyinstallSample usePlaceholder sectionRelated workPlaceholder sectionAncestry, acknowledgementsThis python packagecinteroprelates loosely to prior work for interoperability between C++, R and .NET (R.NET)cinteropfeatures usingcffiwere also significantly informed by Kevin Plastow'sworkwhile he was at the Australian Bureau of Meteorology; this contribution is gratefully acknowledged.In you have native interop needs you may also want to look at:the nuget packagedynamic-interop-dllfor .NET/native interop.Reference counting packagerefcounta C# library forgenerating interop glue code on top of C API glue code.Other python packagesPlaceholder
Package: cioat
cioatThe goal of this project is to visualize COVID-19's impact on airport traffic during Australia', 'Chile', 'Canada', 'United States of America (the).Using a Geotab dataset, this dataset shows traffic to and from the Airport as a Percentage of the Traffic volume during the baseline period.The dataset is downloadable from:https://github.com/jiaoyang-x/covidT/blob/main/covid_impact_on_airport_traffic.csvHow to install cioatYou may need matplotlib library.$ pip install matplotlib$ pip install cioatHow to run cioatcioat program allows user to specify up to visualize COVID-19's impact on airport traffic.$ python cioat.py
Package: cion
Cion is a minimal data validation library. It is unopinionated about how
you get the input and what you do with the output.InstallationRequires Python 3.10 or greaterpipinstallcionUsageView theexamplesdirectory and thetestsdirectory for examples on how to use CionContributingPull requests are welcome. For major changes, please open an issue first
to discuss what you would like to change.Please make sure to update tests as appropriate.LicenseMIT
Package: ciotemplate
Conductor for MayaMaya plugin submitter for the Conductor Cloud rendering service.InstallTo install the latest version.pipinstallciotemplateContributingClone the repo.git clone git@github.com:ConductorTechnologies/ciotemplate.git
cd ciotemplateSet up a clean virtual envirionment with Python 2.7 for development (optional).python -m virtualenv venv
. ./venv/bin/activateInstall development dependenciespip install -r requirements_dev.txtpip install --upgrade .## License
[MIT](https://choosealicense.com/licenses/mit)

## Changelog

### Version:0.1.2 -- 26 Mar 2021

* CICD tweaks and readme. [954cbfa]

### Version:0.1.0 -- 10 Mar 2021

* Adds license file. [0fcbb61]
* Adds config. [bd5d677]
* Add .circleci/config.yml. [06c3f90]
* Python 3 [f04669c]
* Adds basename modifiers to expander. Example, use `<basename scenefile>` instead of `<scenename>`  [daf1af3]
* Adds expression resolution to expander class. [cbeb64e]
* Expander context made public to indicate to other objects that they may retrieve the context. [a457aa1]
Package: ciou
CLI input and output utils (ciou)Utilities for working with inputs and outputs of command-line interfaces.TestingCheck and automatically fix formatting with:pycodestyleciou
autopep8-aaar--in-placeciouRun static analysis with:pylint-E--enable=invalid-name,unused-import,useless-object-inheritancecioutstRun unit tests with command:python3-munittestdiscover-stst/Get test coverage with commands:coveragerun--branch--sourceciou/-munittestdiscover-stst/
coveragereport-m