Saravanan666/pypi-org huggingface dataset:
Package: gamma-facet
FACET is an open source library for human-explainable AI.
It combines sophisticated model inspection and model-based simulation to enable better
explanations of your supervised machine learning models.FACET is composed of the following key components:Model InspectionFACET introduces a new algorithm to quantify dependencies and
interactions between features in ML models.
This new tool for human-explainable AI adds a new, global
perspective to the observation-level explanations provided by the
popularSHAPapproach.
To learn more about FACET’s model inspection capabilities, see the
getting started example below.Model SimulationFACET’s model simulation algorithms use ML models forvirtual experimentsto help identify scenarios that optimise
predicted outcomes.
To quantify the uncertainty in simulations, FACET utilises a range
of bootstrapping algorithms including stationary and stratified
bootstraps.
For an example of FACET’s bootstrap simulations, see the
quickstart example below.Enhanced Machine Learning WorkflowFACET offers an efficient and transparent machine learning
workflow, enhancingscikit-learn’s
tried and tested pipelining paradigm with new capabilities for model
selection, inspection, and simulation.
FACET also introducessklearndf, an augmented
version ofscikit-learnwith enhanced support forpandasdata
frames that ensures end-to-end traceability of features.LicenseFACET is licensed under Apache 2.0 as described in theLICENSEfile.
Package: gammahill-distributions
Gammahill DistributionThis is a Gaussian distribution package that simplifies the creation and performing arithemtic operation on Gaussian distributions.RequirementsPython 3
We highly recommend and only officially support the latest patch release of Python 3.Installationpip install gammahill-distributionHow it worksfromGaussiandistributionimportGaussian# Initializing a Gaussian instancegaussian_one=Gaussian(22,2)print(gaussian_one.mean)ThanksThanks toUdacity AWS foundation course
Package: gamma_index
Small Python library for calculation of gamma index.The module offers two functions:gamma_matrixThis function calculates gamma index in each point for two
n-dimensional distributions (with a same shape). It is not
very optimized, it’s O(nxn), wherenis the total
number of elements of the matrix. It takes minutes to calculate
the 3-D matrix for 50x50x50 distribution. Time scales
roughly as n^6 (n = size of square matrix in one dimension)gamma_matrix_cThis functiion calculates gamma index using a slightly optimized
C algorithm. It becomes more efficient than gamma_matrix
with a matrix size of roughly 1000 elements for default parameters.
However, the relative efficiency of this function highly depends
on the parameters and values (the better agreement, the faster the algorithm is).
Time scales roughly as n^3.2 (n = size of square matrix in one dimension)gamma_matrix_passThis function returns a boolean matrix (passed / not passed)
with optimized search only on a narrow neighbourhood of
each point.TODOPrepare an optimized version ofgamma_matrixbased on
layersAdd tests
Package: gammaloop
GammaLoopComputation of differential cross-sections using Local Unitarity.Seewww.alphaloop.chfor details on the theoretical framework and related literature.See thewikifor more information on the project.Installation> Installation usingpippip install gammaloop> Installation from sourcesgit clone https://github.com/alphal00p/gammaloop.git
cd gammaloop
python -m pip install -r ./python/gammaloop/requirements.txt
./bin/build_dependencies.sh
./bin/compile_bin.sh --release
./bin/compile_lib.sh --releaseThe relevant binaries will then be in./bin/and the python module in./python/gammalop.Tests> Testing an installation frompipTesting your installation can be done by runningpython -m pytestfrom within the installation directory of the gammaloop module, which you cancdinto with e.g.:bash -c 'cd `python -c "import os; import gammaloop; print(os.path.dirname(gammaloop.__file__))"`; pwd'> Testing an installation from sourcesSimply run:/bin/run_tests.sh python
/bin/run_tests.sh rustUsageGammaLoopcan be used as a python command line interface (gammaloop) for scattering process code generation or also directly as a binary (gammaloop_rust_cli) for steering the Monte-Carlo integration. Both programs are installed as scripts in thebindirectly when installingGammaLoopusingpipor when installing it from sources.> Generating scattering process code with ./gammaloopPlace your list of commands in a file named e.g.cmd.gL, for instance:import_model sm --format ufo
export_model ./sm.yaml --format yamland run it with:./gammaloop cmd.gLYou can find more information on the syntax of the available commands in thewikiand by running:./gammaloop --helpto get an overview of available commands and:./bin/gammaloop -c "help import_model"to get help on any specific command.
You can find example of command files in the<MODULE_PATH>/data/run_cards/directory.> Steering Monte-Carlo integration with ./gammaloop_rust_cliSteering a Monte-Carlo integration withgammaloop_rust_clican be done by running:./bin/gammaloop_rust_cli --config <MODULE_PATH>/gammaloop/data/run_cards/rust_run_config.yamlYou will find more information on the content of the run configuration file and steering options in thewikiand by running:./bin/gammaloop_rust_cli --help
Package: gammapy
Webpage:https://gammapy.orgDocumentation:https://docs.gammapy.orgCode:https://github.com/gammapy/gammapyGammapy is an open-source Python package for gamma-ray astronomy built on Numpy, Scipy and Astropy.
It is the base library for the science analysis tools of the Cherenkov Telescope Array Observatory
and can also be used to analyse data from existing gamma-ray telescopes.
Package: gamma-pytools
pytoolsis an open source library containing general machine learning and visualisation
utilities for reuse, including:Basic tools for API development, supporting documentation, deprecation, and run-time validationSupport for simulating classification and regression dataUtilities for constructing complex expressions and rendering them as indented stringsSupport for fitting objects to data, and testing whether an object is fittedParallelization based on the joblib packageA lean MVC framework for rendering basic visualizations in different styles, e.g., asmatplotlibcharts or as plain textLicensepytoolsis licensed under Apache 2.0 as described in theLICENSEfile.
Package: gammarer.aws-budgets-notification
AWS Budgets NotificationA construct library for creating AWS Budgets Notification to Slack with the AWS CDK.ResourcesThis construct creating resource list.SNS TopicChatBot SlackChannelConfigurationBudgets (linked account count or self)InstallTypeScriptnpminstall@gammarer/aws-budgets-notification# oryarnadd@gammarer/aws-budgets-notificationPythonpipinstallgammarer.aws-budgets-notificationC# / .NETdotnetaddpackageGammarer.CDK.AWS.BudgetNotificationJavaAdd the following to pom.xml:<dependency><groupId>com.gammarer</groupId><artifactId>aws-budgets-notification</artifactId></dependency>Exampleimport{BudgetsNotification}from'@gammarer/aws-budgets-notification';newBudgetsNotification(stack,'BudgetsNotification',{slackWorkspaceId:'T0XXXX111',//alreadyAWSaccountlinkedyourSlack.slackChannelId:'XXXXXXXX',//alreadycreatedyourslackchannel.budgetLimitAmount:50,//optionallinkedaccountlistlinkedAccounts:['111111111111','222222222222',],});LicenseThis project is licensed under the Apache-2.0 License.
Package: gammarer.aws-daily-cloud-watch-logs-archiver
AWS Daily CloudWatch Logs ArchiverAWS CloudWatch Logs daily(13:00Z) archive to s3 bucket.ResourcesThis construct creating resource list.S3 Bucket (log-archive-xxxxxxxx from @gammarer/aws-secure-log-bucket)Lambda function execution roleLambda functionLambda function log groupStepFunctions state machine execution roleStepFunctions state machineEventBridge Scheduler execution roleEventBridge SchedulerArchitectureInstallTypeScriptnpminstall@gammarer/aws-daily-cloud-watch-logs-archiver# oryarnadd@gammarer/aws-daily-cloud-watch-logs-archiverPythonpipinstallgammarer.aws-daily-cloud-watch-logs-archiverC# / .NETdotnetaddpackageGammarer.CDK.AWS.DailyCloudWatchLogsArchiverJavaAdd the following to pom.xml:<dependency><groupId>com.gammarer</groupId><artifactId>aws-daily-cloud-watch-logs-archiver</artifactId></dependency>Examplenpminstall@gammarer/aws-daily-cloud-watch-logs-archiverimport{DailyCloudWatchLogsArchiver}from'@gammarer/aws-daily-cloud-watch-logs-archiver';newDailyCloudWatchLogsArchiver(stack,'DailyCloudWatchLogsArchiver',{resource:{key:'DailyLogExport',values:['Yes'],},});OtherwiseIf you want to export old log files, please refer to the following repository. The log file will be exported in the same output format.AWS CloudWatch Logs ExporterLicenseThis project is licensed under the Apache-2.0 License.
Package: gammarer.aws-daily-cloud-watch-logs-archive-stack
AWS Daily CloudWatch Logs Archive　StackAWS CloudWatch Logs daily(13:00Z) archive to s3 bucket.ResourcesThis construct creating resource list.S3 Bucket (log-archive-xxxxxxxx from @gammarer/aws-secure-log-bucket)Lambda function execution roleLambda functionLambda function log groupStepFunctions state machine execution roleStepFunctions state machineEventBridge Scheduler execution roleEventBridge SchedulerArchitectureInstallTypeScriptnpminstall@gammarer/aws-daily-cloud-watch-logs-archive-stack# oryarnadd@gammarer/aws-daily-cloud-watch-logs-archive-stackPythonpipinstallgammarer.aws-daily-cloud-watch-logs-archive-stackC# / .NETdotnetaddpackageGammarer.CDK.AWS.DailyCloudWatchLogsArchiveStackJavaAdd the following to pom.xml:<dependency><groupId>com.gammarer</groupId><artifactId>aws-daily-cloud-watch-logs-archive-stack</artifactId></dependency>Examplenpminstall@gammarer/aws-daily-cloud-watch-logs-archive-stackimport{DailyCloudWatchLogsArchiveStack}from'@gammarer/aws-daily-cloud-watch-logs-archive-stack';newDailyCloudWatchLogsArchiveStack(stack,'DailyCloudWatchLogsArchiveStack',{targetResourceTag:{key:'DailyLogExport',values:['Yes'],},});OtherwiseIf you want to export old log files, please refer to the following repository. The log file will be exported in the same output format.AWS CloudWatch Logs ExporterLicenseThis project is licensed under the Apache-2.0 License.
Package: gammarer.aws-daily-cost-usage-reporter
AWS Daily Cost Usage ReportsAWS Cost And Usage report to Slack on daily 09:01.Report typeServicesThis is Cost by AWS Services.AccountsThis is Cost by Linked Account (when organization master account)ResourcesThis construct creating resource list.Lambda function execution roleLambda functionEventBridge Scheduler execution roleEventBridge SchedulerInstallTypeScriptnpminstall@gammarer/aws-daily-cost-usage-repoter# oryarnadd@gammarer/aws-daily-cost-usage-repoterPythonpipinstallgammarer.aws-daily-cost-usage-repoterExamplenpminstall@gammarer/aws-daily-cost-usage-repoterimport{CostGroupType,DailyCostUsageReporter}from'@gammarer/aws-daily-cost-usage-repoter';newDailyCostUsageReporter(stack,'DailyCostUsageReporter',{slackWebhookUrl:'https://hooks.slack.com/services/xxxxxxxxxx',//alreadycreatedslackwebhookurlslackPostChannel:'example-channel',//alreadycreatedslackchannelcostGroupType:CostGroupType.SERVICES,});LicenseThis project is licensed under the Apache-2.0 License.
Package: gammarer.aws-ec2-auto-scaling-instance-running-scheduler
AWS EC2 AutoScaling Instance Running SchedulerThis is an AWS CDK Construct to make EC2 AutoScaling instance running schedule (only running while working hours(start/stop)).
But only capacity min value is 0 for the AutoScalingGroup.ResourcesThis construct creating resource list.EventBridge Scheduler execution roleEventBridge SchedulerInstallTypeScriptnpminstall@gammarer/aws-ec2-auto-scaling-instance-running-scheduler# oryarnadd@gammarer/aws-ec2-auto-scaling-instance-running-schedulerPythonpipinstallgammarer.aws-ec2-auto-scaling-instance-running-schedulerC# / .NETdotnetaddpackageGammarer.CDK.AWS.Ec2AutoScalingInstanceRunningSchedulerJavaAdd the following to pom.xml:<dependency><groupId>com.gammarer</groupId><artifactId>aws-ec2-auto-scaling-instance-running-scheduler</artifactId></dependency>Exampleimport{Ec2AutoScalingInstanceRunningScheduler}from'@gammarer/aws-ec2-auto-scaling-instance-running-scheduler';newEc2AutoScalingInstanceRunningScheduler(stack,'Ec2AutoScalingInstanceRunningScheduler',{targets:[{groupName:'example-scaling-group',runningDesiredCapacity:2,startSchedule:{timezone:'UTC',},stopSchedule:{timezone:'UTC',},},],});LicenseThis project is licensed under the Apache-2.0 License.
Package: gammarer.aws-ec2-instance-connect-custom-resource
AWS EC2 Instance Connect Custom ResourceAWS EC2 instance connect custom resourceResourcesThis construct creating resource list.AWS Custom ResourceLambda Function Iam RoleLambda FunctionCustom Resource Iam RoleCustom PolicyInstallTypeScriptnpminstall@gammarer/aws-ec2-instance-connect-custom-resource# oryarnadd@gammarer/aws-ec2-instance-connect-custom-resourcePythonpipinstallgammarer.aws-ec2-instance-connect-custom-resourceC# / .NETdotnetaddpackageGammarer.CDK.AWS.Ec2InstanceConnectCustomResourceJavaAdd the following to pom.xml:<dependency><groupId>com.gammarer</groupId><artifactId>aws-ec2-instance-connect-custom-resource</artifactId></dependency>Exampleimport{EC2InstanceConnectCustomResource}from'@gammarer/aws-ec2-instance-connect-custom-resource';newEC2InstanceConnectCustomResource(stack,'EC2InstanceConnectCustomResource',{subnetId:'example-subnet-id',securityGroupIds:['example-security-group-id',],});LicenseThis project is licensed under the Apache-2.0 License.
Package: gammarer.aws-ec2-instance-running-scheduler
AWS EC2 Instance Running SchedulerThis is an AWS CDK Construct to make EC2 instance running schedule (only running while working hours(start/stop)).FixedEC2 InstanceResourcesThis construct creating resource list.EventBridge Scheduler execution roleEventBridge SchedulerInstallTypeScriptnpminstall@gammarer/aws-ec2-instance-running-scheduler# oryarnadd@gammarer/aws-ec2-instance-running-schedulerPythonpipinstallgammarer.aws-ec2-instance-running-schedulerC# / .NETdotnetaddpackageGammarer.CDK.AWS.Ec2InstanceRunningSchedulerJavaAdd the following to pom.xml:<dependency><groupId>com.gammarer</groupId><artifactId>aws-ec2-instance-running-scheduler</artifactId></dependency>Exampleimport{Ec2InstanceRunningScheduler}from'@gammarer/aws-ec2-instance-running-scheduler';newEc2InstanceRunningScheduler(stack,'Ec2InstanceRunningScheduler',{targets:[{instances:['i-0af01c0123456789a','i-0af01c0123456789b'],startSchedule:{timezone:'Asia/Tokyo',minute:'55',hour:'8',week:'MON-FRI',},stopSchedule:{timezone:'Asia/Tokyo',minute:'5',hour:'19',week:'MON-FRI',},},],});LicenseThis project is licensed under the Apache-2.0 License.
Package: gammarer.aws-ecs-fargate-task-termination-detection-event-rule
AWS ECS Fargate task termination detection notification event ruleThis an AWS ECS Fargate task termination detection Event Rule.InstallTypeScriptnpminstall@gammarer/aws-ecs-fargate-task-termination-detection-event-rule# oryarnadd@gammarer/aws-ecs-fargate-task-termination-detection-event-rulePythonpipinstallgammarer.aws-ecs-fargate-task-termination-detection-event-ruleJavaAdd the following to pom.xml:<dependency><groupId>com.gammarer</groupId><artifactId>aws-ecs-fargate-task-termination-detection-event-rule</artifactId></dependency>Exampleimport{EcsFargateTaskTerminationDetectionEventRule}from'@gammarer/aws-ecs-fargate-task-termination-detection-event-rule';constclusterArn='arn:aws:ecs:us-east-1:123456789012:cluster/example-app-cluster';construle=newEcsFargateTaskTerminationDetectionEventRule(stack,'EcsFargateTaskTerminationDetectionEventRule',{ruleName:'example-event-rule',description:'example event rule.',clusterArn,});
Package: gammarer.aws-frontend-web-app-deploy-stack
AWS Frontend Web App Deploy StackThis is an AWS CDK Construct to make deploying a Frontend Web App (SPA) deploy to S3 behind CloudFront.InstallTypeScriptnpminstall@gammarer/aws-frontend-web-app-deploy-stack# oryarnadd@gammarer/aws-frontend-web-app-deploy-stackPythonpipinstallgammarer.aws-frontend-web-app-deploy-stackC# / .NETdotnetaddpackageGammarer.CDK.AWS.FrontendWebAppDeployStackJavaAdd the following to pom.xml:<dependency><groupId>com.gammarer</groupId><artifactId>aws-frontend-web-app-deploy-stack</artifactId></dependency>Exampleimport{FrontendWebAppDeployStack}from'@gammarer/aws-frontend-web-app-deploy-stack';newFrontendWebAppDeployStack(app,'FrontendWebAppDeployStack',{env:{account:'012345678901',region:'us-east-1'},domainName:'example.com',hostedZoneId:'Z0000000000000000000Q',originBucketName:'frontend-web-app-example-origin-bucket',//newcreateinthisstackdeploySourceAssetPath:'website/',logBucketArn:'arn:aws:s3:::frontend-web-app-example-access-log-bucket',//alreadycreated});LicenseThis project is licensed under the Apache-2.0 License.
Package: gammarer.aws-rds-database-running-scheduler
AWS RDS Database Running SchedulerThis is an AWS CDK Construct to make RDS Database running schedule (only running while working hours(start/stop)).FixedRDS Aurora ClusterRDS InstanceResourcesThis construct creating resource list.EventBridge Scheduler execution roleEventBridge SchedulerInstallTypeScriptnpminstall@gammarer/aws-rds-database-running-scheduler# oryarnadd@gammarer/aws-rds-database-running-schedulerPythonpipinstallgammarer.aws-rds-database-running-schedulerC# / .NETdotnetaddpackageGammarer.CDK.AWS.RdsDatabaseRunningSchedulerJavaAdd the following to pom.xml:<dependency><groupId>com.gammarer</groupId><artifactId>aws-rds-database-running-scheduler</artifactId></dependency>Exampleimport{RdsDatabaseRunningScheduler,DatabaseType}from'@gammarer/aws-rds-database-running-scheduler';newRdsDatabaseRunningScheduler(stack,'RdsDatabaseRunningScheduler',{targets:[{type:DatabaseType.CLUSTER,identifiers:['db-cluster-1a'],startSchedule:{timezone:'UTC',},stopSchedule:{timezone:'UTC',},},{type:DatabaseType.INSTANCE,identifiers:['db-instance-1a'],startSchedule:{timezone:'UTC',},stopSchedule:{timezone:'UTC',},},],});)LicenseThis project is licensed under the Apache-2.0 License.
Package: gammarer.aws-secure-bucket
AWS Secure BucketThis is a Simple S3 Secure Bucket.Bucket Access Control is PrivatePublic Read Access is falseEnforce SSLAll Block public accessRequire encryptionInstallTypeScriptnpminstall@gammarer/aws-secure-bucket# oryarnadd@gammarer/aws-secure-bucketPythonpipinstallgammarer.aws-secure-bucketC# / .NetdotnetaddpackageGammarer.CDK.AWS.SecureBucketJavaAdd the following to pom.xml:<dependency><groupId>com.gammarer</groupId><artifactId>aws-secure-bucket</artifactId></dependency>ExampleTypeScriptimport{SecureBucket}from'@gammarer/aws-secure-bucket';constbucket=newSecureBucket(stack,'SecureBucket',{bucketName:'example-secure-bucket',});
Package: gammarer.aws-secure-cloudfront-origin-bucket
AWS Secure CloudFront Origin Bucket (for CDK v2)An AWS CDK construct library to create secure S3 buckets for CloudFront origin.InstallTypeScriptnpminstall@gammarer/aws-secure-cloudfront-origin-bucket# oryarnadd@gammarer/aws-secure-cloudfront-origin-bucketPythonpipinstallgammarer.aws-secure-cloudfront-origin-bucketC# / .NETdotnetaddpackageGammarer.CDK.AWS.SecureCloudFrontOriginBucketJavaAdd the following to pom.xml:<dependency><groupId>com.gammarer</groupId><artifactId>aws-secure-cloudfront-origin-bucket</artifactId></dependency>Exampleimport{SecureCloudFrontOriginBucket}from'@gammarer/aws-secure-cloudfront-origin-bucket';constoai=newcloudfront.OriginAccessIdentity(stack,'OriginAccessIdentity');newSecureCloudFrontOriginBucket(stack,'SecureCloudFrontOriginBucket',{bucketName:'example-origin-bucket',cloudFrontOriginAccessIdentityS3CanonicalUserId:oai.cloudFrontOriginAccessIdentityS3CanonicalUserId,});LicenseThis project is licensed under the Apache-2.0 License.
Package: gammarer.aws-secure-flow-log-bucket
AWS Secure Flow Log BucketSpecific AWS VPC FlowLog BucketInstallTypeScriptnpminstall@gammarer/aws-secure-flow-log-bucket# oryarnadd@gammarer/aws-secure-flow-log-bucketPythonpipinstallgammarer.aws-secure-flow-log-bucketC# / .NETdotnetaddpackageGammarer.CDK.AWS.SecureFlowLogBucketJavaAdd the following to pom.xml:<dependency><groupId>com.gammarer</groupId><artifactId>aws-secure-flow-log-bucket</artifactId></dependency>ExampleTypeScriptnpminstall@gammarer/aws-secure-flow-log-bucketimport{SecureFlowLogBucket}from'@gammarer/aws-secure-flow-log-bucket';constbucket=newSecureFlowLogBucket(stack,'SecureFlowLogBucket',{keyPrefixes:['example-prefix-a','example-prefix-b',],});LicenseThis project is licensed under the Apache-2.0 License.
Package: gammarer.aws-secure-frontend-web-app-cloudfront-distribution
AWS Secure Frontend Web App CloudFront Distribution (for AWS CDK v2)AWS CloudFront distribution for frontend web app (spa) optimized.InstallTypeScriptnpminstall@gammarer/aws-secure-frontend-web-app-cloudfront-distribution# oryarnadd@gammarer/aws-secure-frontend-web-app-cloudfront-distributionPythonpipinstallgammarer.aws-secure-frontend-web-app-cloudfront-distributionC# / .NETdotnetaddpackageGammarer.CDK.AWS.SecureFrontendWebAppCloudFrontDistributionJavaAdd the following to pom.xml:<dependency><groupId>com.gammarer</groupId><artifactId>aws-secure-frontend-web-app-cloudfront-distribution</artifactId></dependency>Exampleimport{SecureFrontendWebAppCloudFrontDistribution}from'@gammarer/aws-secure-frontend-web-app-cloudfront-distribution';newSecureFrontendWebAppCloudFrontDistribution(stack,'SecureFrontendWebAppCloudFrontDistribution',{comment:'frontend web app distribution.',//optionalaccessLogBucket:news3.Bucket(stack,'LogBucket'),//optionalcertificate:newacm.Certificate(stack,'Certificate',{domainName:'example.com',}),distributionDomainName:'example.com',originAccessIdentity:newcloudfront.OriginAccessIdentity(stack,'OriginAccessIdentity'),originBucket:news3.Bucket(stack,'OriginBucket'),});
Package: gammarer.aws-secure-log-bucket
AWS Secure Log Bucketsecure multiple transition phases in a single lifecycle policy bucket.Lifecycle ruleThe storage class will be changed with the following lifecycle configuration.Storage ClassDefaul transition after daysINFREQUENT_ACCESS60 daysINTELLIGENT_TIERING120 daysGLACIER180 daysDEEP_ARCHIVE360 daysInstallTypeScriptnpminstall@gammarer/aws-secure-log-bucket# oryarnadd@gammarer/aws-secure-log-bucketPythonpipinstallgammarer.aws-secure-log-bucketC# / .NETdotnetaddpackageGammarer.CDK.AWS.SecureLogBucketJavaAdd the following to pom.xml:<dependency><groupId>com.gammarer</groupId><artifactId>aws-secure-log-bucket</artifactId></dependency>Exampleimport{SecureLogBucket}from'@gammarer/aws-secure-log-bucket';newSecureLogBucket(stack,'SecureLogBucket');LicenseThis project is licensed under the Apache-2.0 License.
Package: gammarer.aws-secure-vpc-bucket
AWS Secure VPC BucketAccess from specific VPC Endpoint only BucketInstallTypeScriptnpminstall@gammarer/aws-secure-vpc-bucket# oryarnadd@gammarer/aws-secure-vpc-bucketPythonpipinstallgammarer.aws-secure-vpc-bucketC# / .NETdotnetaddpackageGammarer.CDK.AWS.SecureVpcBucketJavaAdd the following to pom.xml:<dependency><groupId>com.gammarer</groupId><artifactId>aws-secure-vpc-bucket</artifactId></dependency>Exampleimport{SecureSpecificVpcOnlyBucket}from'@gammarer/aws-secure-vpc-bucket';newSecureVpcBucket(stack,'SecureVpcBucket',{bucketName:'example-origin-bucket',vpcEndpointId:'vpce-0xxxxxxxxxxxxxxxx',//allreadycreatedvpcendpointid});LicenseThis project is licensed under the Apache-2.0 License.