qm

QMachine: A platform for World Wide Computing

v1.2.4 URL: https://unpkg.com/qm@1.2.4/lib/qm.js

crowdsourcing distributed computing QMachine volunteer computing World Wide Computing

teachable-machine.js

A robust and optimized JavaScript library for integrating Google's Teachable Machine models, supporting various image sources and providing efficient classification capabilities.

v2.0.2 URL: https://unpkg.com/teachable-machine.js@2.0.2/src/index.js

teachable machine tensorflow.js machine learning image classification ai javascript nodejs bunjs deep learning model inference computer vision neural networks web development backend frontend data science artificial intelligence model deployment image processing sharp got fs/promises base64 http local files prediction classification optimized efficient scalable robust api sdk utility library open source apache-2.0 nixaut mlops model serving inference engine javascript library teachablemachine image recognition pattern recognition data processing real-time inference server-side javascript edge computing model optimization performance accuracy developer tools code example tutorial getting started quick start model loading image decoding tensor operations dispose model memory management error handling async await es modules modern javascript best practices production ready cross-platform cloud deployment local execution model training custom models pre-trained models transfer learning computer vision tasks image analysis object detection image understanding machine intelligence intelligent applications smart systems automation data analysis predictive analytics model management resource management javascript ecosystem npm package bun package module typescript compatible type definitions declarations documentation examples use cases solution framework agnostic flexible extensible high performance low latency resource efficient production grade enterprise ready community driven active development stable release version control git github ci/cd testing unit tests integration tests e2e tests code quality linting formatting prettier eslint webpack rollup parcel bundler transpiler babel typescript flow static analysis code review contributions contributing guide issue tracker bug reports feature requests roadmap changelog release notes security audit vulnerability management compliance licensing legal terms of use privacy policy code of conduct community guidelines support faq troubleshooting debugging performance tuning optimization techniques memory optimization cpu optimization gpu acceleration webgl webgpu wasm webassembly browser compatibility server compatibility environment setup installation guide usage guide api reference class documentation method documentation parameter descriptions return values exceptions error codes best practices guide design patterns architectural patterns software engineering development workflow project structure file organization module system import export commonjs esm package manager npm yarn bun dependency management lock files semantic versioning release process continuous integration continuous delivery automated testing test driven development behavior driven development refactoring code maintenance technical debt code review process pull requests merge requests version control system git commands branching strategy release strategy hotfixes patches major releases minor releases patch releases deprecation policy backward compatibility forward compatibility migration guide upgrade guide downgrade guide breaking changes non-breaking changes new features bug fixes improvements refactorings documentation updates example updates test updates build system task runner scripting automation scripts deployment scripts configuration files environment variables secrets management credential management security best practices vulnerability scanning penetration testing security patches compliance standards data privacy gdpr ccpa hipaa iso 27001 soc 2 nist owasp threat modeling risk assessment incident response disaster recovery business continuity backup strategy recovery strategy monitoring logging alerting observability telemetry metrics tracing profiling performance monitoring error tracking uptime monitoring health checks load balancing auto-scaling containerization docker kubernetes serverless aws lambda azure functions google cloud functions cloud computing devops site reliability engineering sre platform engineering infrastructure as code terraform ansible puppet chef saltstack configuration management orchestration provisioning deployment automation release automation pipeline automation ci/cd pipelines jenkins gitlab ci github actions azure devops travis ci circleci bitbucket pipelines cloud build codefresh spinnaker argo cd flux cd gitops observability stack prometheus grafana elk stack splunk datadog new relic appdynamics dynatrace sumologic logz.io victorops pagerduty opsgenie alertmanager thanos cortex mimir loki tempo grafana cloud aws cloudwatch azure monitor google cloud monitoring open telemetry jaeger zipkin distributed tracing service mesh istio linkerd envoy api gateway nginx haproxy traefik kong tyk apigee aws api gateway azure api management google cloud api gateway message queue rabbitmq kafka activemq zeromq redis memcached database postgresql mysql mongodb cassandra couchbase dynamodb cosmosdb bigtable spanner cockroachdb yugabytedb timescaledb influxdb elasticsearch solr opensearch vector database pinecone weaviate qdrant milvus faiss chroma langchain llama index generative ai large language models llms transformers hugging face openai google ai anthropic cohere replicate runpod vast.ai gpu cloud ai infrastructure ml infrastructure data infrastructure data pipeline etl elt data warehousing data lake data lakehouse data mesh data fabric data governance data quality data security data privacy data catalog metadata management data lineage data observability data reliability data validation data transformation data loading data ingestion streaming data batch data real-time data event driven architecture microservices serverless architecture monolithic architecture distributed systems fault tolerance resilience scalability patterns design patterns architectural patterns software architecture system design solution architecture enterprise architecture technical leadership team management project management agile scrum kanban lean devops culture sre culture platform culture engineering excellence innovation research and development proof of concept prototype minimum viable product mvp product development software development life cycle sdlc requirements gathering design phase implementation phase testing phase deployment phase maintenance phase retirement phase post-mortem analysis root cause analysis problem solving decision making critical thinking analytical skills communication skills teamwork collaboration mentoring coaching leadership strategic planning tactical execution operational excellence process improvement automation efficiency productivity cost optimization resource allocation budget management vendor management stakeholder management risk management compliance management security management quality assurance testing strategies test automation test frameworks jest mocha chai cypress playwright selenium puppeteer web scraping data extraction web crawling api integration third party services external apis sdk development library development framework development tooling developer experience dx cli tools ide extensions plugins integrations ecosystem community open source contribution contributor guidelines code of conduct governance roadmap future plans vision mission values culture team building recruitment onboarding training skill development career growth performance reviews feedback recognition rewards compensation benefits work-life balance remote work hybrid work office culture diversity equity inclusion belonging psychological safety trust transparency accountability ownership autonomy mastery purpose motivation engagement satisfaction happiness well-being mental health physical health stress management burnout prevention resilience building personal development professional development learning growth mindset continuous learning lifelong learning knowledge sharing mentorship coaching peer learning community of practice guilds chapters forums meetups conferences workshops bootcamps online courses certifications degrees higher education research publications patents intellectual property innovation management product innovation process innovation business model innovation disruptive innovation sustaining innovation incremental innovation radical innovation open innovation co-creation crowdsourcing design thinking user experience design ux user interface design ui interaction design information architecture usability testing accessibility testing performance testing security testing load testing stress testing chaos engineering site reliability system reliability application reliability service reliability data reliability network reliability infrastructure reliability cloud reliability on-premise reliability hybrid cloud reliability multi-cloud reliability edge reliability iot reliability mobile reliability web reliability desktop reliability embedded reliability firmware reliability hardware reliability software reliability system resilience application 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fairness ai transparency ai accountability ai explainability xai interpretable ai trustworthy ai human-centered ai ai for good ai for social impact ai for sustainability ai for healthcare ai for finance ai for retail ai for manufacturing ai for automotive ai for education ai for entertainment ai for gaming ai for art ai for music ai for writing ai for coding ai for design ai for marketing ai for sales ai for customer service ai for hr ai for legal ai for research ai for science ai for engineering ai for operations ai for supply chain ai for logistics ai for agriculture ai for energy ai for environment ai for smart cities ai for smart homes ai for robotics ai for drones ai for autonomous vehicles ai for space exploration ai for cybersecurity ai for fraud detection ai for risk management ai for compliance ai for governance ai for audit ai for forensics ai for investigations ai for intelligence ai for defense ai for national security ai for public safety ai for emergency services ai for disaster management ai for humanitarian aid ai for social good ai for economic development ai for poverty reduction ai for education access ai for healthcare access ai for financial inclusion ai for digital literacy ai for digital transformation ai for business transformation ai for organizational transformation ai for societal transformation ai for global challenges ai for sustainable development goals ai for un goals ai for climate action ai for biodiversity ai for clean energy ai for clean water ai for sanitation ai for zero hunger ai for good health and well-being ai for quality education ai for gender equality ai for clean water and sanitation ai for affordable and clean energy ai for decent work and economic growth ai for industry, innovation and infrastructure ai for reduced inequalities ai for sustainable cities and communities ai for responsible consumption and production ai for climate action ai for life below water ai for life on land ai for peace, justice and strong institutions ai for partnerships for the goals

mturk-url-parser

A utility to read the url params sent to an ExternalQuestion page on mTurk

v0.0.1 URL: https://unpkg.com/mturk-url-parser@0.0.1/index.js

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mTurk m-turk mechanical turk crowdsource crowdsourcing utility url

mturk-utils

Utility functions to ease development of ExternalQuestion based tasks run on mTurk

v0.0.3 URL: https://unpkg.com/mturk-utils@0.0.3/index.js

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mTurk m-turk mechanical turk crowdsource crowdsourcing utility url

react-mturk

Low-level React components designed to be used for an ExternalQuestion task on mTurk

v0.0.6 URL: https://unpkg.com/react-mturk@0.0.6/index.js

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mTurk m-turk mechanical turk react interface crowdsource crowdsourcing