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Repositories

acme-freight: Acme Freight's Logistics Wizard application is composed of several microservices, including three Cloud Foundry applications, LoopBack, API Connect, and multiple OpenWhisk actions.
acme-freight-controller: null
acme-freight-erp: Acme Freight's ERP system uses LoopBack and API Connect to expose and manage access to enterprise resources.
acme-freight-mobile: null
acme-freight-recommendation: null
acme-freight-webui: null
activator-lagom-java-chirper: A Lagom Java template for Lightbend Activator showcasing a twitter-like application
adversarial-robustness-toolbox: This is a library dedicated to adversarial machine learning. Its purpose is to allow rapid crafting and analysis of attacks and defense methods for machine learning models. The Adversarial Robustness Toolbox provides an implementation for many state-of-the-art methods for attacking and defending classifiers. https://developer.ibm.com/code/open/projects/adversarial-robustness-toolbox/
air-traffic-control: Cloud-based Air Traffic Control using IBM Cloud with Raspberry Pi powered Ground Stations and Software Defined Radio(SDR) to receive ADS-B messages and publish MQTT messages. And an Augmented Reality based iOS app to visualize flights with Weather API integrated.
Akka-cluster-deploy-kubernetes: Deploy an AKKA cluster to kubernetes
akka-react-cloudant: A Soccer Dashboard created by scraping EPL website using Akka backend and ReactJS frontend and IBM Cloudant for object storage. IBM Cloud Foundry is used to host both frontend and backend app.
akka-stream-message-hub: Akka Streams Message Hub, an extension to Akka Streams Kafka, is an Akka Streams connector for IBM Message Hub. It is used for publishing and subscribing to Kafka topics as well as managing Message Hub instance.
alexa-skill-watson-conversation: Alexa Skill using OpenWhisk, IBM Watson Assistant and Weather Channel Data
android-kubernetes-blockchain: **work-in-progress**
ansible-kubernetes-ha-cluster: This repository provides Ansible Playbooks To setup Kubernetes HA on Redhat Enterprise Linux 7. The playbooks are mainly inspired by Kubeadm documentation and other ansible tentatives on github. The playbooks could be used separately or as one playbook for a fully fledged HA cluster.
ansible-role-infosvr: Ansible role for automating the deployment of IBM InfoSphere Information Server
ansible-role-infosvr-metadata-asset-manager: Ansible role for automating the deployment of metadata through Metadata Asset Manager bridges and brokers
ansible-role-infosvr-openigc: Ansible role for automating the deployment of OpenIGC objects into IBM Information Governance Catalog
Applications-on-CloudFoundry: **WORK IN PROGRESS**
ar-resume-with-visual-recognition: An augmented reality based r�sum� with Face recognition. The iOS app recognizes the face and presents you with the AR view that contains 3D mock face and details of your resume.
astronaut-q-and-a: A chatbot to answer questions about space, uses data from NASA.
authenticate-mobile-apps: null
automate-business-decisions-with-machine-learning: null
automated-monitoring-service-deployment-with-cuttle: WORK IN PROGRESS
banking-digitalization-using-hybrid-cloud-with-mainframes: The following journrey will introduce the available Banking APIs published on IBM Bluemix with logical business programs running on the IBM Z Mainframe through a simulated retail bank called MPLbank.
blockchain-application-using-fabric-java-sdk: This code pattern demonstrates to create, deploy and test a blockchain network using hyperledger fabric sdk java.
BlockchainEvents-CompositeJourney: Part 3 in a series of patterns showing the building blocks of a Blockchain application
Blockchain_for_TelcoRoaming: null
BlockchainNetwork-CompositeJourney: Part 1 in a series of patterns showing the building blocks of a Blockchain application
blockchain-network-on-kubernetes: Demonstrates the steps involved in setting up your business network on Hyperledger Fabric using Kubernetes APIs on IBM Cloud Container Service.
BlockchainPublicRegulationFabric-Food: A Public Regulation Fabric example in the Food Industry
BlockchainSmartContractTrading-CompositeJourney: One in a series of journeys showing the building blocks of a Blockchain application
BluePic: BluePic is a sample photo sharing application for iOS that shows you how to connect your mobile application with Kitura, Bluemix services, and OpenWhisk actions.
bots: all the bots for https://developer.ibm.com/code/exchanges/bots/
build-blockchain-insurance-app: Sample insurance application using Hyperledger Fabric
buildingimages: content creation around image building for containers
build-knowledge-base-with-domain-specific-documents: Create a knowledge base using domain specific documents and the mammoth python library
casis-satellite-tracker: null
CAST: CAST can enhance the system management of cluster-wide resources. It consists of the open source tools: cluster system management (CSM) and burst buffer.
cc-dbp: A dataset for knowledge base population research using Common Crawl and DBpedia.
cf-icd-plugin: cf-icd-plugin
charts: The IBM/charts repository provides helm charts for IBM and Third Party middleware.
chatbot-deployer: An IBM Cloud Devops Pipeline plugin for uploading a Watson Assistant workspace, specifically designed for the Bot Asset Exchange (https://developer.ibm.com/code/exchanges/bots/)
chiffre: A fault-injection framework using Chisel and FIRRTL
cities-from-space: null
Cloud-Native-Workloads-on-LinuxONE: In this code we will show how to run open source Cloud-Native workloads on Linux One. LinuxONE is built for open source.
cognitive-analytics-ecommerce-spss: null
CognitiveConcierge: A swift iOS app for recommending the best local restaurants with a swift with kitura backend API
CognitiveIoT: Transform your cognitive IoT solutions using the Data Science Experience to apply advanced machine learning and detect anomalies in real time on an IoT sensor data stream
cognitive-social-crm: An application that monitors a Twitter feed and determines customer sentiment using IBM Watson Assistant, Tone Analyzer, Natural Language Understanding, as well as CloudantDB
cognos-dashboard-demo: This is an Angular 5 and NodeJs demo application to demonstrate Cognos Dashboard Embedded, an IBM Cloud service that provides application developers with a way to add visualization and analytic capabilities to their application. Dev experience: https://ibm-cognos-dashboard-demo.ng.bluemix.net End-user experience: https://ibm-cognos-dashboard-demo.ng.bluemix.net/dashboard
comanche: comanche
container-journey-template: null
containers: container stuff / IBM Code
container-service-getting-started-wt: null
container-service-gitlab-sample: This project shows how a common multi-component application can be deployed on the Bluemix container service. Each component runs in a separate container or group of containers.
context-driven-personalization-websphere: null
conversation-simple-k8s: conversation-simple-k8s
cos-distcp: COSDistCp - Cloud Object Storage Distributed Copy
coursera: null
CreatingandDeployingBlockchainNetworkUsingHyperlederFabricNodeSDK: Create and deploy a blockchain network using Hyperledger Fabric SDK for Node.js
css-gridish: Automatically build your grid design?s CSS Grid code, CSS Flexbox fallback code, Sketch artboards, and Chrome extension.
customer-loyalty-program: A customer loyalty program with blockchain using Hyperledger Composer API
db2-event-store-clickstream: Sample notebooks demonstrate a use case of clickstream analysis with IBM Db2 Event Store using Scala APIs to ingest and analyze web event data.
db2-event-store-taxi-trips: Stream data from a Java program and use a Jupyter notebook to demonstrate charting of statistics based on historical and live events. IBM Db2 Event Store is used as the event database.
db2warehouse-tools: This code shows how IBM� Db2 Warehouse MPP cluster can be deployed and administrated by using IBM� Db2 Warehouse Orchestrator tool.
ddlmig: Db2 DDL migration and data migration through HPU
Decentralized-Energy-Composer: A decentralized energy network implementing Blockchain transactions using Hyperledger Composer
deep-learning-language-model: A Code Pattern focusing on how to train a machine learning language model while using Keras and Tensorflow
deepling: null
deploy-graph-db-container: Host a graph database such as OrientDB on IBM Container Service using Kubernetes APIs
deploy-ibm-cloud-private: Instructions and Code required to install IBM Cloud Private
deploy-react-kubernetes: Built for developers who are interested in learning how to deploy a React application on Kubernetes, this pattern uses the React and Redux framework and calls the OMDb API to look up movie information based on user input. This pattern can be built and run on both Docker and Kubernetes.
detect-timeseriesdata-change: This repository contains instructions for data retrieval and statistical analysis using R - Jupyter notebook to analyze and detect change-points in IoT sensor data. It also covers the data acquisition and storage of sensor data in database using node-red.
dmclient: IBM Cloud Hyper Protect DBaaS API Client
docker-dojo: null
drupal-nginx-php-kubernetes: Demonstration of a set of NGINX and PHP-FPM containers running Drupal deployed to Kubernetes on the IBM Container Service. This is a work in progress.
dsx-airline-traffic-delays: ***Work in progress***
dsx-twitter-auto-analysis: OBSOLETE: This repository is obsolete. Please refer to other code patterns such as https://github.com/ibm/cognitive-social-crm for a similar use case.
dWHoroscopeService: dWHoroscopeService
dWSimpleApp: dWSimpleApp
dWTVAdvancedApp: dWTVAdvancedApp
dWTVServerless: dWTVServerless
dWTVSimpleContainerApp: dWTVSimpleContainerApp
elasticsearch-spark-recommender: Use Jupyter Notebooks to demonstrate how to build a Recommender with Apache Spark & Elasticsearch
engineering-insights-composite-pattern: This composite pattern demonstrates a solution to a problem of Software Development domain using a combination of other individual code patterns.
etcd-java: Alternative etcd3 java client
expressjs-openwhisk: Apache OpenWhisk Web action redirecting request to Express.js applications
extract-features-for-ml-model-from-unstructured-data: null
FfDL: Fabric for Deep Learning (FfDL, pronounced fiddle) is a Deep Learning Platform offering TensorFlow, Caffe, PyTorch etc. as a Service on Kubernetes
financial-risk-management-using-machine-learning-on-mainframes: This journey accesses a Financial Risk Management API published on IBM Bluemix with Machine Learning on z/OS running on the mainframe through a simulated retail bank system called MPLbank.
firrtl-mode: Major mode for editing FIRRTL files in Emacs
flocker-driver: IBM Storage Plug-in for Flocker
FoodTrackerBackend: This tutorial teaches how to create a Kitura Swift backend for the FoodTracker iOS app tutorial from Apple. This project contains a version of the tutorial code that has been updated to use Codable rather than NSCoder.
fuse-webhdfs: Mount Knox-authenticated WebHDFS endpoint on your local directory
GameOn-Java-Microservices-on-Kubernetes: This code demonstrates deployment of a Microservices based application Game On! on to Kubernetes cluster. Game On! is a throwback text-based adventure built to help you explore microservice architectures and related concepts.
gdpr-fingerprint-pii: Use Watson Natural Language Understanding and Watson Knowledge Studio to fingerprint personal data from unstructured documents
GetStartedJava: null
github-project-automation-with-openwhisk: null
github-traffic-stats-collector: WORK IN PROGRESS
global-citizen: null
graph-db-insights: Get insights from OrientDB database using PyOrient through IBM Watson Studio
greeting-cloudant-spring: Spring + Cloudant = :heart:
guestbook: null
guide-conveyor-simulator: Create a basic conveyor belt with an IoT device that sends monitoring data to Watson IoT Platform on IBM Cloud
Hackernews-NLU: Use Swift to interpret unstructured data from Hacker News
hdl-tools: Facilitates building open source tools for working with hardware description languages (HDLs)
helm101: null
home-assistant: null
hubot-cloudant-brain: null
Hybrid-Cloud-Applications-and-Services: A hybrid cloud model blends elements of both the private and the public cloud. In the simplest terms, the hybrid model is primarily a private cloud that allows an organization to tap into a public cloud when and where it makes sense. This code shows you how to expose your on-premise applications and services to public cloud, and vice versa.
hyperledger-fabric-evm-demo: hyperledger-fabric-evm-demo
hyperledger-fabric-on-linux-one: Install and Use on Hyperledger Fabric on LinuxONE Community Cloud
ibm-cloud-devops: ibm-cloud-devops
ibm-cloud-functions-action-trigger-rule: Simple demo showing Apache OpenWhisk actions, triggers, and rules with IBM Cloud Functions.
ibm-cloud-functions-cloudant-trigger: IBM Cloud Functions building block - Cloudant Trigger - This project provides a starting point for handling events from Cloudant with IBM Cloud Functions powered by Apache OpenWhisk.
ibm-cloud-functions-conversational-scenarios: **WORK IN PROGRESS** IBM Cloud Functions building block - Conversational Scenarios - This project provides a starting point for conversational bots with IBM Cloud Functions powered by Apache OpenWhisk.
ibm-cloud-functions-data-processing-cloudant: Create a serverless, event-driven application with Apache OpenWhisk on IBM Cloud Functions that executes code in response to database changes from Apache CouchDB or IBM Cloudant.
ibm-cloud-functions-data-processing-cognitive: **WORK IN PROGRESS** IBM Cloud Functions building block - Cognitive Data Processing - This project provides a starting point for processing cognitive data with IBM Cloud Functions powered by Apache OpenWhisk.
ibm-cloud-functions-data-processing-message-hub: Create a serverless, event-driven application with Apache OpenWhisk on IBM Cloud Functions that executes code in response to messages or to handle streams of data records from Apache Kafka or IBM Message Hub.
ibm-cloud-functions-iot-ready: **WORK IN PROGRESS** IBM Cloud Functions building block - IoT Ready - This project provides a starting point for creating IoT reading handlers with IBM Cloud Functions powered by Apache OpenWhisk.
ibm-cloud-functions-message-hub-trigger: IBM Cloud Functions building block - Message Hub Trigger - This project provides a starting point for handling events from Message Hub with IBM Cloud Functions powered by Apache OpenWhisk.
ibm-cloud-functions-mobile-backend: **WORK IN PROGRESS** IBM Cloud Functions building block - Mobile Backend - This project provides a starting point for implementing a mobile backend with IBM Cloud Functions powered by Apache OpenWhisk.
ibm-cloud-functions-polyglot-development: Simple demo showing how to write actions in different languages with IBM Cloud Functions. Created for the "Build a cloud native app with Apache OpenWhisk" webinar.
ibm-cloud-functions-refarch-data-processing-cloudant: An IBM Cloud Functions serverless reference architecture for executing code in response to database changes.
ibm-cloud-functions-refarch-data-processing-cognitive: ***WORK IN PROGRESS*** Create a serverless, event-driven application with Apache OpenWhisk on IBM Cloud Functions that executes code in response to ...
ibm-cloud-functions-refarch-data-processing-message-hub: An IBM Cloud Functions serverless reference architecture for responding to messages or handling streams of data records.
ibm-cloud-functions-refarch-distributed-processing: ***WORK IN PROGRESS*** Create a serverless, event-driven application with Apache OpenWhisk on IBM Cloud Functions that executes code in response to ...
ibm-cloud-functions-refarch-map-reduce: ***WORK IN PROGRESS*** Create a serverless, event-driven application with Apache OpenWhisk on IBM Cloud Functions that executes code in response to ...
ibm-cloud-functions-refarch-mobile-backend: ***WORK IN PROGRESS*** Create a serverless, event-driven application with Apache OpenWhisk on IBM Cloud Functions that executes code in response to ...
ibm-cloud-functions-refarch-model-scoring: ***WORK IN PROGRESS*** Create a serverless, event-driven application with Apache OpenWhisk on IBM Cloud Functions that executes code in response to ...
ibm-cloud-functions-refarch-monte-carlo-simulation: ***WORK IN PROGRESS*** Create a serverless, event-driven application with Apache OpenWhisk on IBM Cloud Functions that executes code in response to ...
ibm-cloud-functions-refarch-serverless-apis: ***WORK IN PROGRESS*** Create a serverless, event-driven architecture with IBM Cloud Functions to execute code in response to demand from HTTP REST API calls.
ibm-cloud-functions-refarch-template: ***WORK IN PROGRESS*** Create a serverless, event-driven application with Apache OpenWhisk on IBM Cloud Functions that executes code in response to ...
ibm-cloud-functions-refarch-video-transcoding: **WORK IN PROGRESS** Create a serverless, event-driven application with Apache OpenWhisk on IBM Cloud Functions that executes code in response to ...
ibm-cloud-functions-refarch-web-application: ***WORK IN PROGRESS*** Create a serverless, event-driven application with Apache OpenWhisk on IBM Cloud Functions that executes code in response to ...
ibm-cloud-functions-refarch-web-application-express: ***WORK IN PROGRESS*** Create a serverless, event-driven application with Apache OpenWhisk on IBM Cloud Functions that executes code in response to ...
ibm-cloud-functions-rest-api-trigger: IBM Cloud Functions building block - HTTP REST Trigger - This project provides a starting point for handling events from REST API calls with IBM Cloud Functions powered by Apache OpenWhisk.
ibm-cloud-functions-scheduled-tasks: IBM Cloud Functions building block - Scheduled Tasks - This project provides a starting point for cron or batch jobs with IBM Cloud Functions powered by Apache OpenWhisk.
ibm-cloud-functions-serverless-apis: Create a serverless, event-driven application with Apache OpenWhisk on IBM Cloud Functions that executes code in response to HTTP REST API calls.
ibm-cloud-functions-serverless-iot-openfridge: Improving customer service with IoT diagnostics and serverless, event-driven analytics. Highlights the Watson IoT Platform and Apache OpenWhisk powered by IBM Cloud Functions.
ibm-cloud-functions-serverless-ocr-openchecks: Serverless bank check deposit processing with object storage and optical character recognition using Apache OpenWhisk powered by IBM Cloud Functions. See the Tech Talk replay for a demo.
ibmcloud-object-storage-plugin: IBM Cloud Object Storage plugin is a Kubernetes volume plugin that enables Kubernetes pods to access IBM Cloud Object Storage buckets. The plugin has two components: a dynamic provisioner and a FlexVolume driver for mounting the buckets using s3fs-fuse on a worker node.
ibm-code-om: null
ibm-cos-sdk-java: ibm-cos-sdk-java
ibm-cos-sdk-js: ibm-cos-sdk-js
ibm-cos-sdk-python: ibm-cos-sdk-python
ibm-cos-sdk-python-core: ibm-cos-sdk-python-core
ibm-cos-sdk-python-s3transfer: ibm-cos-sdk-python-s3transfer
IBM-function-webapp: Utilize IBM Cloud Functions with OAuth 2.0 to enable authentication and authorization
ibm.github.io: Portal for IBM open source at GitHub
ibmgraphblas: ibmgraphblas
ibm-research-labs.github.io: ibm-research-labs.github.io page
IBM-runbook-automation-collaboration: null
IBM-Z-zOS: The helpful and handy location for finding and sharing z/OS files, which are not included in the product.
ICp-banking-microservices: ICp Banking Microservices with LinuxONE Community Cloud
idmt: IBM Data Movement Tool
IFT-Developer-Zone: IFT-Developer-Zone
igc-x-json_schema: An OpenIGC bundle (and associated utilities) for handling JSON Schemas
image-analysis-iot-alert: Using IBM Cloud Functions to process unstructured data for the Watson IoT Platform
image-recognition-and-information-extraction-from-image-documents: WORK IN PROGRESS: Image Recognition and Information Extraction from Image Documents using Keras and Watson NLU
increase-retail-revenues-leveraging-hybrid-cloud-on-mainframes: To showcase the business challenges that a typical retail company might be experiencing, we share a case study about a fictitious retail company, and how they leverage IBM Z
incubator: One repo to rule them all, One repo to find them, One repo to bring them all, And in the devops bind them.
indoor-map-iphone-app: null
innovate-digital-bank: This repository contains instructions to build a digital bank composed of a set of microservices that communicate with each other. Using Nodejs, Express, MongoDB and deployed to a Kubernetes cluster on IBM Cloud.
Integrate-Investment-Portfolio: Integrate Investment Portfolio service with your brokerage account
InteractingWithABlockchainNetwork: null
InterpretableDTIP: InterpretableDTIP
intro-to-docker-lab: null
invoke-icf: invoke-icf
Ionic-MFP-App: This repository contains instructions to develop a secure, enterprise-grade Ionic/Cordova based hybrid mobile app that connects to CouchDB/Cloudant and ObjectStorage via IBM Mobile Foundation service.
ios-mapkit-indoor-map: Create an Indoor Map with Heat Maps in iOS using Cloud Foundry and MongoDB
IoT-AssetTracking-Perishable-Network-Blockchain: Use an IoT Asset Tracking device to record environmental sensor conditions to a Hyperledger Blockchain Perishable Network
iot-device-trend-analysis: Setup and create a web application to visualize IoT device data
iot-edge-predictive-models-dsx: Advanced analytics can be applied in various areas of IoT like "Change Point detection using IoT Sensor data" and "Predictive Analytics using IoT Sensor data". Once a Descriptive or Prescriptive model outcome is arrived, it needs to be translated into action. This journey demonstrates how such a communication to the Edge layer can be implemented.
iot-predictive-analytics: Method for Predicting failures in Equipment using Sensor data. Sensors mounted on devices like IoT devices, Automated manufacturing like Robot arms, Process monitoring and Control equipment etc., collect and transmit data on a continuous basis which is Time stamped.
IoTWatsonTrainingandPredictionApp: Speeding up the VR Identification process using the IoT Platform
iron: Isolating Resource Overhead from Networking
istio101: Istio 101 content
istio-intro: getting to know istio meetup content
janusgraph-utils: Develop a graph database app using JanusGraph
java-async-util: Java utilities for working with CompletionStages
java-microprofile-config: Demonstrates the features of the Eclipse MicroProfile Config API
Java-MicroProfile-on-Kubernetes: This application demonstrates the deployment of a Java based microservices application using Microprofile on Kubernetes Cluster. MicroProfile is a baseline platform definition that optimizes Enterprise Java for a microservices architecture and delivers application portability across multiple MicroProfile runtimes
k8s-custom-scheduler: k8s-custom-scheduler
k8s-service-accounts: Sample configuration for creating service accounts in Kubernetes
kafka-streaming-click-analysis: Use Kafka and Apache Spark streaming to perform click stream analytics
keras-binary-classifier: A sequential CNN binary image classifier written in Keras
kube101: Kubernetes 101 content
kubecoin: A wellness / blockchain app running on IBM Cloud
kubecoin-dashboard: Dashboard for Kubecoin ...
Kubernetes-container-service-GitLab-sample: This code shows how a common multi-component GitLab can be deployed on Kubernetes cluster. Each component (NGINX, Ruby on Rails, Redis, PostgreSQL, and more) runs in a separate container or group of containers.
kubernetes-mongoose: Create a Node.js map server app using Mongoose for MongoDB and Express for APIs
Lagom-Liberty-Kubernetes: null
Lagom-object-storage: null
lagraph: lagraph
language-translation-ui: This repostiroy was originally forked from https://github.com/watson-developer-cloud/speech-to-text-nodejs
Leveraging-cache-and-MessagingQueue-to-scale-BlockchainNetwork: Configure Redis and RabbitMQ cluster to control the flow of incoming request to blockchain network
liberty-outage-reporter: Get started with Liberty on Bluemix with this basic outage reporting app.
loadtesting-the-Blockchain-Network: Run a java program to load test a blockchain network.
logmet-client-njs: logmet-client-njs
loopback-demo-zos: Create Rewards Program APIs and deploy on z/OS.
loopback-in-five: Set up a REST API in 5 minutes with Loopback
manage-control-device-node-red: Create, connect and simulate devices with Watson Data Platform and Node-Red
MAX: null
MAX-Adversarial-Cryptography: null
MAX-Breast-cancer-tumor-classifier: Breast cancer tumor classifier
MAX-Fast-Neural-Style-Transfer: Perceptual Losses for Real-Time Style Transfer and Super-Resolution
MAX-Image-Caption-Generator: IBM Code Model Asset Exchange: Show and Tell Image Caption Generator
MAX-Image-Caption-Generator-Web-App: Use a deep learning model to filter images in a web application
MaximoCOBieParser: MaximoCOBieParser
MaximoForgeViewerPlugin: MaximoForgeViewerPlugin
MAX-Inception-ResNet-v2: Keras offers many imagenet models, this one has the highest accuracy
MAX-News-Text-Generator: Language Model on One Billion Word Benchmark
MAX-Object-Detector: Capable of localizing and identifying multiple objects in a single image.
MAX-Places365-CNN: Image classifier for physical places/locations, based on the Places365-CNN Model
MAX-ResNet-50: Identity Mappings in Deep Residual Networks
MAX-Review-Text-Generator: A language generation model, pre trained on the Yelp review dataset.
MAX-Spatial-Transformer-Network: null
MAX-Sports-Video-Classifier: Classify sport videos
MAX-VGG-Face-CNN-descriptor: VGG Face CNN descriptor
MAX-Video-Prediction: null
mean-starter: null
message-catalog-manager: message-catalog-manager
metrics-collector-client-java: Java version of the Metrics tracker
metrics-collector-client-kubernetes: Kubernetes Job for the metrics tracker
metrics-collector-client-node: Node module for the deployment tracker
metrics-collector-client-python: Python version of the deployment tracker
metrics-collector-client-swift: Swift client for the Deployment Tracker
metrics-collector-service: Tracks deployments of sample applications to IBM Bluemix
MFP-Auth-LDAP: null
MFP-JSONStore-OfflineSync: null
microprobe: null
microprofile-meeting: null
microprofile-meeting-concurrency: null
microprofile-meeting-persistence: null
microprofile-meeting-websockets: null
Microservices-deployment-with-PaaS-Containers-and-Serverless-Platforms: PaaS platforms like Cloud Foundry, container orchestrators like Kubernetes, Serverless platforms like OpenWhisk and Service-mesh like Istio are all great technologies to deploy and manage your microservices on. In this code we look at deployment experience the different platforms provide, and what do we gain and loose by choosing one vs another.
microservices-traffic-management-using-istio: Istio is an open platform that provides a uniform way to connect, manage, and secure microservices. In this code we show how we can enable your microservices with advanced traffic management, routing and tracing capabilities leveraging Istio
Microservices-with-JHipster-and-Spring-Boot: **WORK IN PROGRESS**
mobile-app-with-microservices: null
mobile-app-with-watson-content-hub: null
model-evaluation-workbench: null
Model-Training-and-Serving-using-WML: Train and serve your Models using Watson Machine Learning
monitoring_ui: null
motion: Reusable functions for IBM's motion standards.
ndapi-sdk-java: Client SDK (Java) for Network Data API
ndapi-sdk-javascript: Client SDK (JavaScript) for Network Data API (https://ndapi.res.ibm.com)
nlc-icd10-classifier: A simple web app that shows how Watson's Natural Language Classifier (NLC) can classify ICD-10 code. The app is written in Python using the Flask framework and leverages the Watson Developer Cloud Python SDK
nodebook-code-pattern: Run Node.js code in Python notebooks
node-i18n-utilities: node-i18n-utilities
node-ibmapm: ibmapm is the Node.js data collector which helps you manage the performance and availability of your Bluemix and local Node.js applications. By using the data collector, you are provided with visibility and control of your applications, ensuring optimal performance and efficient use of resources. You can reduce and prevent application crashes and slowdowns around the clock, as the data collector assists you in detecting, diagnosing and isolating performance issues.
node-ibmapm-embed: The Node.js data collector can provide you with visibility and control of your Node.js applications, and help you ensure optimal performance and efficient use of resources.
node-igc-extensions: Re-usable functions for extending IBM Information Governance Catalog (i.e. OpenIGC)
node-igc-rest: Re-usable functions for interacting with IBM Information Governance Catalog's REST API
node-infosvr-commons: Re-usable functions and utilities for interacting with IBM Information Server.
node-log4js-logmet-appender: node-log4js-logmet-appender
node-log4js-qradar-syslog-appender: Node.js Log4js syslog appender for QRadar
node-nano-doc-updater: Node.js Nano Doc Updater
node-qradar-audit-logs-middleware: node-audit-logs-middleware
node-red-contrib-ibm-igc: Node-RED nodes for integrating with IBM Information Governance Catalog ("IGC")
node-red-dsx-workflow: This journey helps to build a complete end-to-end analytics solution using IBM Watson Studio. This repository contains instructions to create a custom web interface to trigger the execution of Python code in Jupyter Notebook and visualise the response from Jupyter Notebook on IBM Watson Studio.
node-swagger-ui-middleware: Node.js Swagger UI middleware
ny-power: null
ObjectizedTextInput: ObjectizedTextInput
og: og
openacc-openmp-tutorial: This is an advanced tutorial to OpenACC and OpenMP.
open-source-service-lifecycle-mgmt: open-source-service-lifecycle-mgmt
OpenWhiskChatAssistant: null
openwhisk-getting-started-template: OpenWhisk building block - Template for new sample applications - This project provides sample code for creating an application with Apache OpenWhisk on IBM Bluemix.
OpenWhisk-on-Kubernetes: This code demonstrates the deployment of OpenWhisk on Kubernetes cluster from Bluemix container service
osslm-ansible-resource-manager: osslm-ansible-adaptor
osslm-docker-adaptor: osslm-docker-adaptor
osslm-OpenSourceMANO-adaptor: null
osslm-ucd-adaptor: osslm-ucd-adaptor
otc-pagerduty-broker: OTC Pager Duty Broker
otc-saucelabs-broker: OTC Sauce Labs Broker
otc-slack-broker: OTC Slack Broker
owplan: Plan your next conference schedule with an OpenWhisk recommendation bot: Conference Plan Bot
pattern-images: null
perfect-chisel: Chisel artifacts developed under IBM's involvement with the DARPA PERFECT program
personal-wealth-portfolio-mgt-bot: Code for a Cognitive IBM Pattern that uses the Financial APIs (Investment Portfolio & Simulated Instrumented Analytics) on IBM Cloud. This application demonstrates using multiple interfaces (Twilio & WebUI) with Watson Assistant interacting with a Cloudant NoSQL database.
pino-couch: ? Load pino logs into CouchDB
pixiedust-facebook-analysis: A Jupyter notebook that uses the Watson Visual Recognition, Natural Language Understanding and Tone Analyzer services to enrich Facebook Analytics and uses PixieDust to explore and visualize the results in Watson Studio
pixiedust-traffic-analysis: A Jupyter notebook using PixieDust and PixieApps to visualize San Francisco traffic accidents in Watson Studio.
plex: The package of IBM?s typeface, IBM Plex.
PodcastDownloader: A simple app, to provide a easy and reliable way of download podcasts.
Portfolio-compute: Analyze an existing Investment Portfolio using IBM Cloud services
Portfolio-Optimize: Learn how to build a socially responsible portfolio
portieris: A Kubernetes Admission Controller for verifying image trust with Notary.
powerai-collision-near-miss: null
powerai-counting-cars: Run a Jupyter Notebook to detect, track, and count cars in a video using PowerAI Vision and OpenCV
powerai-counting-crates: null
powerai-market-sentiment: Built for developers familiar with IBM Power systems that are looking to leverage IBM's new PowerAI offering for machine learning.
powerai-transfer-learning: Image recognition training with TensorFlow Inception and transfer learning
powerai-vision-object-detection: Use deep learning to create a model and a REST endpoint to allow your app to detect, locate and count your product on store shelves
powervc-pluggable-storage: powervc-pluggable-storage
predict-flight-delay-using-r4ml: null
Predictive-Industrial-Visual-Analysis: Predictive Industrial Visual Analysis using Watson Visual Recognition, IBM Cloud Functions and Cloudant database
Predictive-Market-Stress-Testing: Code for a pattern that uses the Financial APIs (Investment Portfolio, Predictive Market Scenario and Simulated Instrumented Analytics) on IBM Cloud. This application uses these services to generate stress test on investment holdings.
predictive-market-using-arria: Compute a stress test using the Predictive Market Scenario service and Simulated Instrument Analytics service on a set of investments maintained in the Investment Portfolio service, and then narrate the results using the Arria NLG service.
predictive-model-on-watson-ml: Create and deploy a predictive model using Watson Studio and Watson Machine Learning
predict-opioid-prescribers: A pattern focusing on how to use scikit learn and python in Watson Studio to predict opioid prescribers based off of a 2014 kaggle dataset.
procurement-analysis-with-wks: ***WORK IN PROGRESS***
projections: TypeScript library for sparse and dense high-dimensional space projections.
pulse-iot-wml-mobile-health: MyPulse - IoT Watson Machine Learning Web Based Mobile Health Application
pytorch-cifar10-in-ibm-cloud: Train CIFAR10 with PyTorch using IBM Watson Studio -- The code is forked from kuangliu (https://github.com/kuangliu/pytorch-cifar) and adapted for submitting the model to IBM Watson Machine Learning on Watson Studio for training. It is meant to get you quick-started. We hope you have some fun running your first models in IBM Cloud
pytorch-seq2seq: pytorch-seq2seq is a framework for sequence-to-sequence (seq2seq) models in PyTorch.
pyxcli: IBM Python XCLI Client
query-knowledge-base-with-domain-specific-documents: null
r4ml-on-watson-studio: null
rainbow: Use Watson Visual Recognition and Core ML to create a Kitura-based iOS game that has a user search for a predetermined list of objects
reactive-code-workshop: Think 2018 Reactive Code workshop
real-time-payments: Code for a Developer Journey that uses the Financial APIs on Bluemix. This application uses this service to send and request payments.
resilient-java-microservices-with-istio: In this code we demonstrate how to build, deploy, connect resilient Java microservices leveraging Istio service mesh. We show how to configure and use circuit breakers, timeouts/retries, rate limits and other advanced resiliency features from Istio without changing the application code.
Restful-APIs-using-zOS-Connect: In this code we show how to create efficient and scalable RESTful APIs for mobile and cloud applications securely from your business critical applications residing on the mainframe using z/OS Connect
R-IBMDB: null
rocc-software: C/Assembly macros for talking with Rocket Custom Coprocessors (RoCCs)
rotisserie: automagically view the most interesting PlayerUnknown's Battlegrounds streams on Twitch.
run-campaigns-target-customers: Integrate Watson Studio and Watson Campaign Automation to tailor your target audience for effective campaigns
sample-resource-service-brokers: This repository provides sample Open Service Broker (OSB) service brokers for providers to use when integrating services with IBM Cloud.
Scalable-Cassandra-deployment-on-Kubernetes: In this code we provide a full roadmap the deployment of a multi-node scalable Cassandra cluster on Kubernetes. Cassandra understands that it is running within a cluster manager, and uses this cluster management infrastructure to help implement the application. Kubernetes concepts like Replication Controller, StatefulSets etc. are leveraged to deploy either non-persistent or persistent Cassandra clusters on Kubernetes cluster.
Scalable-OrientDB-deployment-on-Kubernetes: null
Scalable-WordPress-deployment-on-Kubernetes: This code showcases the full power of Kubernetes clusters and shows how can we deploy the world's most popular website framework on top of world's most popular container orchestration platform.
secret-map-dashboard: **work in progress**
secure-perimeter: This repo has terraform templates for IBM Cloud customers to create a Secure Perimeter for their workload in the IBM Cloud using a Virtual Router Appliance (a.k.a. Vyatta).
Semantic-Search-for-Sustainable-Development-: Semantic Search for Sustainable Development is experimental code for searching documents for text that "semantically" corresponds to any of the UN's Sustainable development goals/targets. For example, it can be used to mine the national development plan documents of a country and identify pieces of text that correspond to any of the SDGs in order to verify alignment of the plan with the SDGs.
serverless-home-automation: Voice-controlled Home Automation Using IBM Watson Services & IBM Cloud Functions
serverless-language-translation: Create a communications channel using serverless technology to allow clients who speak different languages to seamlessly communicate with each other, built on Watson services.
serverless-twitter-insights: WORK IN PROGRESS
sgx-trust-management: sgx-trust-management
simpool: Simpool is a set of simple pooled memory allocators
slack-poll-app: A self-hosted slack polling app using Cloudant as storage, with support for deploying to IBM Cloud.
slack-watson-bot: Sample Bots for Slack and Facebook Messenger using IBM Watson and Botkit
sms-analysis-with-wks: Analyzing SMS offers for domain specific entities using Watson Knowledge Studio and Watson's Natural Language Understanding
SparkMultiuserBenchmark: Spark Multiuser Benchmark
Spark-on-zOS: In this journey we demonstrate running an analytics application using Spark on z/OS. Apache Spark on z/OS is in-place, optimized abstraction and real-time analysis of structured and unstructured enterprise data
spark-sgx-gateway: spark-sgx-gateway
sparksql-for-hbase: Learn how to use Spark SQL and HSpark connector package to create / query data tables that reside in HBase region servers
spark-tpc-ds-performance-test: Use the TPC-DS benchmark to test Spark SQL performance
spring-boot-continuous-delivery: In this project we demonstrate how to deploy a simple Spring Boot application to Bluemix. Additionally, we demonstrate the basic files needed to deploy a project to Bluemix with a configured toolchain, pipeline, and service integrations.
spring-boot-continuous-delivery-admin: This repository contains a supporting microservices used to demonstrate a single toolchain deploying multiple GitHub repositories.
spring-boot-microservices-on-kubernetes: In this code we demonstrate how a simple Spring Boot application can be deployed on top of Kubernetes. This application, Office Space, mimicks the fictitious app idea from Michael Bolton in the movie "Office Space".
spring-cloud-kubernetes-with-istio: null
starcraft2-replay-analysis: A jupyter notebook that provides analysis for StarCraft 2 replays
stix-shifter: This project consists of an open source library allowing software to connect to data repositories using STIX Patterning, and return results as STIX Observations.
stop-malicious-http-traffic-with-Istio: Identify and react to ill intended http traffic
sugarcrm-lotusnotes-connector: The code is connecting LotusNotes with SugarCRM to provide basic functionality for seller to manage some work on CRM system. The license under Apache v2 and a DCO for any simple bug fix/minor enhancement that may be contributed.
svccat: null
svn-connector-for-storediq: null
swift-bluemix-dev-cli: Create a React-based web application in less than 10 minutes
swift-enterprise-demo: Showcase enterprise capabilities for Swift apps and micro-services.
swift-install: null
swift-kitura-helloworld: Kitura hands-on demo - Simple tutorial for getting started developing server-side Swift applications.
swift-sandbox: Tutorial for the Swift Package Catalog and Swift Sandbox
SystemML_Usage: Demonstrate how to perform a Machine Learning exercise using Apache SystemML
tensorflow-hangul-recognition: Handwritten Korean Character Recognition with TensorFlow and Android
tensorflow-kubernetes-art-classification: Train a TensorFlow model on Kubernetes to recognize art culture based on the collection from the Metropolitan Museum of Art
tjbot-sports-buddy: A Node application that can be run locally or on a Raspberry Pi powered TJBot. Use the SportsBuddy to chat about your favorite MLB team and receive news and standings using Twilio.
ToDoBackend: This tutorial teaches how to create a Kitura backend for the Todo-Backend project, which provides tests and a web client for a "To Do List" application.
todo-list-fabric: A to-do list application using Hyperledger Fabric (0.6) as a data source.
todo-list-fabricV1: A todo list application using Hyperledger Fabric V1 as a data source
ttyspy: secure terminal logging
type-checker: Check if all of your typography complies with IBM Type. Just press CTRL + T
ubiquity: Ubiquity
ubiquity-docker-plugin: Ubiquity Docker Plugin
ubiquity-k8s: Ubiquity Kubernetes
unity-sdk: Use only for vr-speech-sandbox-cardboard. This is not the Official Watson unity-sdk! For official sdk use: https://github.com/watson-developer-cloud/unity-sdk
Using-IOT-toProcess-BlockchainAnalytics: IoT and Blockchain combined. IoT with different uses.
velocity: IBM UrbanCode Velocity
virtualhelpdesk: null
visualize-food-insecurity: Use Watson Analytics and Pixie Dust to visualize US Food Insecurity
visual-recognition-for-cozmo-with-tensorflow: Visual Recognition for Anki Cozmo with TensorFlow
vr-speech-sandbox-cardboard: A sample application that demonstrates how to integrate voice commands and speech recognition into a virtual reality experience.
vr-speech-sandbox-rift: A sample application that demonstrates how to integrate voice commands and speech recognition into a virtual reality experience. https://developer.ibm.com/code/journey/create-a-virtual-reality-speech-sandbox/
vr-speech-sandbox-vive: A sample application that demonstrates how to integrate voice commands and speech recognition into a virtual reality experience.
vue-a11y-calendar: Accessible, internationalized Vue calendar
watson-and-salesforce: In this code pattern we provide a full roadmap for how to sign up with the salesforce platform and access Watson APIs via the Watson Salesforce SDK.
watson-assistant-workbench: Framework for maintaining Watson Assistant data in github repository with bundle of tools for generating, testing and uploading. Travis: https://travis-ci.com/IBM/watson-assistant-workbench. Artifactory: https://na.artifactory.swg-devops.com/artifactory/webapp/#/artifacts/browse/tree/General/iot-waw-trevis-generic-local.
watson-banking-chatbot: A chatbot for banking that uses the Watson Assistant, Discovery, Natural Language Understanding and Tone Analyzer services.
watson-calorie-counter: A mobile app that uses Watson Visual Recognition to provide nutritional analysis of captured food images.
watson-conversation-slots-intro: A Chatbot for ordering a pizza that demonstrates how using the IBM Watson Assistant Slots feature, one can fill out an order, form, or profile.
watson-discovery-analyze-data-breaches: A Node.js application that demonstrates how to Import, Enrich, and see Insights about data using Watson Discovery.
watson-discovery-food-reviews: Combine Watson Knowledge Studio and Watson Discovery to discover customer sentiment from product reviews
watson-discovery-news: A Node.js web app that uses the Watson Discovery News service to query and view the latest trending news items.
watson-discovery-news-alerting: Monitor a product's marketplace life-cycle using Watson's Discovery service to intelligently alert when a product's stance in the marketplace has changed. Receive periodic updates via email related to a product or brand and how they're perceived in the News.
watson-discovery-ui: Develop a fully featured Node.js web app built on the Watson Discovery Service
watson-document-classifier: Augment IBM Watson Natural Language Understanding APIs with a configurable mechanism for text classification, uses Watson Studio.
watson-document-co-relation: Correlate text content across documents using Watson NLU, Python NLTK and Watson Studio.
watson-hamilton-lyrics-analysis: Psychology in song lyrics from the Hamilton musical
watsonml-booklet-data: booklet data for the watson-ml-app
watson-multimedia-analyzer: A Node app that use Watson Visual Recognition, Speech to Text, Natural Language Understanding, and Tone Analyzer to enrich media files.
watson-nao-robot: Use a robot to answer queries on financial data by integrating with the IBM Watson Assistant service and IBM Watson Studio
watson-news-intelligence-starter-kit: This Code Pattern demonstrates how to query news content to understand what people are saying or feeling about important topics.
watson-nlu-dbpedia-app: watson-nlu-dbpedia-app
watson-online-store: Code for Cognitive Developer Journey that uses Watson Assistant and Watson Discovery. This application demonstrates a simple abstraction of a chatbot interacting with a Cloudant NoSQL database, using a Slack UI.
watson-second-opinion: Get a second opinion on Amazon products by analyzing product reviews with Watson Discovery
watson-stock-advisor: Create a web app for monitoring sentiment, price, and news for individual listed stocks, using IBM Watson Discovery and CloudantDB as well as Nodejs and Alpha Vantage.
watson-vehicle-damage-analyzer: A server and mobile app to send pictures of vehicle damage to IBM Watson Visual Recognition for classification
watson-waste-sorter: Create an iOS phone application that sorts waste into three categories (landfill, recycling, compost) using a Watson Visual Recognition custom classifier
wc-devops-utilities: null
wc-helmchart: null
wcs-ocaml: Watson Conversation Service OCaml SDK
websphere-api-connect: null
xlc-community-edition-dockerfile: Dockerfile for XLC Community Edition
xlf-community-edition-dockerfile: xlf-community-edition-dockerfile
zOS-Application-Discovery-and-Delivery-Intelligence: null
zos-node-accessor: z/OS Node Accessor - A Node module to help Node.JS developers interacting with z/OS easily.

This work is supported by the National Institutes of Health's National Center for Advancing Translational Sciences, Grant Number U24TR002306. This work is solely the responsibility of the creators and does not necessarily represent the official views of the National Institutes of Health.