IBM/kube101

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IBM/kube101

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Kubernetes 101 workshop (https://ibm.github.io/kube101/)

Introduction to Kubernetes

This repository contains introductory material for Kubernetes.

There is a presenter-run meetup, including automated scripts for running a demonstration of Kubernetes as provided by IBM Cloud Kubernetes Service. This should take from 45 minutes to an hour and a half based on the style of the presenter as well as audience participation.

There is a self-guided or host-guided workshop, with detailed explanations about the principles of operating an application in a Kubernetes environment. Including some time for setup, this should take between 2-4 hours.

sarama

Sarama is a Go library for Apache Kafka.

plex

The package of IBM’s typeface, IBM Plex.

css-gridish

Automatically build your grid design’s CSS Grid code, CSS Flexbox fallback code, Sketch artboards, and Chrome extension.

openapi-to-graphql

Translate APIs described by OpenAPI Specifications (OAS) into GraphQL

fp-go

functional programming library for golang

Project_CodeNet

This repository is to support contributions for tools for the Project CodeNet dataset hosted in DAX

fhe-toolkit-linux

IBM Fully Homomorphic Encryption Toolkit For Linux. This toolkit is a Linux based Docker container that demonstrates computing on encrypted data without decrypting it! The toolkit ships with two demos including a fully encrypted Machine Learning inference with a Neural Network and a Privacy-Preserving key-value search.

pytorch-seq2seq

An open source framework for seq2seq models in PyTorch.

ibm.github.io

IBM Open Source at GitHub

Dromedary

Dromedary: towards helpful, ethical and reliable LLMs.

MicroscoPy

An open-source, motorized, and modular microscope built using LEGO bricks, Arduino, Raspberry Pi and 3D printing.

MAX-Image-Resolution-Enhancer

Upscale an image by a factor of 4, while generating photo-realistic details.

differential-privacy-library

Diffprivlib: The IBM Differential Privacy Library

elasticsearch-spark-recommender

Use Jupyter Notebooks to demonstrate how to build a Recommender with Apache Spark & Elasticsearch

Jupyter Notebook

build-blockchain-insurance-app

Sample insurance application using Hyperledger Fabric

FfDL

Fabric for Deep Learning (FfDL, pronounced fiddle) is a Deep Learning Platform offering TensorFlow, Caffe, PyTorch etc. as a Service on Kubernetes

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".

cloud-native-starter

Cloud Native Starter for Java/Jakarta EE based Microservices on Kubernetes and Istio

openapi-validator

Configurable and extensible validator/linter for OpenAPI documents

federated-learning-lib

A library for federated learning (a distributed machine learning process) in an enterprise environment.

clai

Command Line Artificial Intelligence or CLAI is an open-sourced project from IBM Research aimed to bring the power of AI to the command line interface.

nicedoc.io

pretty README as service.

import-tracker

Python utility for tracking third party dependencies within a library

mac-ibm-enrollment-app

The Mac@IBM enrollment app makes setting up macOS with Jamf Pro more intuitive for users and easier for IT. The application offers IT admins the ability to gather additional information about their users during setup, allows users to customize their enrollment by selecting apps or bundles of apps to install during setup, and provides users with next steps when enrollment is complete.

mobx-react-router

Keep your MobX state in sync with react-router

EvolveGCN

Code for EvolveGCN: Evolving Graph Convolutional Networks for Dynamic Graphs

fhe-toolkit-macos

IBM Homomorphic Encryption Toolkit For MacOS

AutoMLPipeline.jl

A package that makes it trivial to create and evaluate machine learning pipeline architectures.

aihwkit

IBM Analog Hardware Acceleration Kit

Jupyter Notebook

graphql-query-generator

Randomly generates GraphQL queries from a GraphQL schema

zshot

Zero and Few shot named entity & relationships recognition

lale

Library for Semi-Automated Data Science

portieris

A Kubernetes Admission Controller for verifying image trust.

FedMA

Code for Federated Learning with Matched Averaging, ICLR 2020.

BluePic

WARNING: This repository is no longer maintained ⚠️ This repository will not be updated. The repository will be kept available in read-only mode.

evote

A voting application that leverages Hyperledger Fabric and the IBM Blockchain Platform to record and tally ballots.

TabFormer

Code & Data for "Tabular Transformers for Modeling Multivariate Time Series" (ICASSP, 2021)

powerai-counting-cars

Run a Jupyter Notebook to detect, track, and count cars in a video using Maximo Visual Insights (formerly PowerAI Vision) and OpenCV

Jupyter Notebook

blockchain-network-on-kubernetes

Demonstrates the steps involved in setting up your business network on Hyperledger Fabric using Kubernetes APIs on IBM Cloud Kubernetes Service.

charts

The IBM/charts repository provides helm charts for IBM and Third Party middleware.

IBM-Z-zOS

The helpful and handy location for finding and sharing z/OS files, which are not included in the product.

mac-ibm-notifications

macOS agent used to display custom notifications and alerts to the end user.

blockchain-application-using-fabric-java-sdk

Create and Deploy a Blockchain Network using Hyperledger Fabric SDK Java

MAX-Object-Detector

Localize and identify multiple objects in a single image.

design-kit

The IBM Design kit is a collection of tools aimed to help you design and prototype experiences faster, with confidence and thoughtfulness. This kit is based on the IBM Design System. Also, you may use this documentation to create add-on libraries to the IBM Design System or submit bugs to the current system.

AccDNN

A compiler from AI model to RTL (Verilog) accelerator in FPGA hardware with auto design space exploration.

deploy-ibm-cloud-private

Instructions and Code required to install IBM Cloud Private

audit-ci

Audit NPM, Yarn, PNPM, and Bun dependencies in continuous integration environments, preventing integration if vulnerabilities are found at or above a configurable threshold while ignoring allowlisted advisories

vue-a11y-calendar

Accessible, internationalized Vue calendar

UQ360

Uncertainty Quantification 360 (UQ360) is an extensible open-source toolkit that can help you estimate, communicate and use uncertainty in machine learning model predictions.

watson-banking-chatbot

A chatbot for banking that uses the Watson Assistant, Discovery, Natural Language Understanding and Tone Analyzer services.

ibm-generative-ai

IBM-Generative-AI is a Python library built on IBM's large language model REST interface to seamlessly integrate and extend this service in Python programs.

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.

transition-amr-parser

SoTA Abstract Meaning Representation (AMR) parsing with word-node alignments in Pytorch. Includes checkpoints and other tools such as statistical significance Smatch.

tensorflow-hangul-recognition

Handwritten Korean Character Recognition with TensorFlow and Android

molformer

Repository for MolFormer

Jupyter Notebook

BlockchainNetwork-CompositeJourney

Part 1 in a series of patterns showing the building blocks of a Blockchain application

LNN

A `Neural = Symbolic` framework for sound and complete weighted real-value logic

pytorchpipe

PyTorchPipe (PTP) is a component-oriented framework for rapid prototyping and training of computational pipelines combining vision and language

Graph2Seq

Graph2Seq is a simple code for building a graph-encoder and sequence-decoder for NLP and other AI/ML/DL tasks.

ModuleFormer

ModuleFormer is a MoE-based architecture that includes two different types of experts: stick-breaking attention heads and feedforward experts. We released a collection of ModuleFormer-based Language Models (MoLM) ranging in scale from 4 billion to 8 billion parameters.

data-prep-kit

Open source project for data preparation of LLM application builders

Jupyter Notebook

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.

janusgraph-utils

Develop a graph database app using JanusGraph

tensorflow-large-model-support

Large Model Support in Tensorflow

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.

adaptive-federated-learning

Code for paper "Adaptive Federated Learning in Resource Constrained Edge Computing Systems"

action-recognition-pytorch

This is the pytorch implementation of some representative action recognition approaches including I3D, S3D, TSN and TAM.

gantt-chart

IBM Gantt Chart Component, integrable in Vanilla, jQuery, or React Framework.

api-samples

Samples code that uses QRadar API's

cdfsl-benchmark

(ECCV 2020) Cross-Domain Few-Shot Learning Benchmarking System

CrossViT

Official implementation of CrossViT. https://arxiv.org/abs/2103.14899

rl-testbed-for-energyplus

Reinforcement Learning Testbed for Power Consumption Optimization using EnergyPlus

browser-functions

A lightweight serverless platform that uses Web Browsers as execution engines

pwa-lit-template

A template for building Progressive Web Applications using Lit and Vaadin Router.

fastfit

FastFit ⚡ When LLMs are Unfit Use FastFit ⚡ Fast and Effective Text Classification with Many Classes

AMLSim

The AMLSim project is intended to provide a multi-agent based simulator that generates synthetic banking transaction data together with a set of known money laundering patterns - mainly for the purpose of testing machine learning models and graph algorithms. We welcome you to enhance this effort since the data set related to money laundering is critical to advance detection capabilities of money laundering activities.

socket-io

A Socket.IO client for C#

tfjs-web-app

A TensorFlow.js Progressive Web App for Offline Visual Recognition

spark-tpc-ds-performance-test

Use the TPC-DS benchmark to test Spark SQL performance

simulai

A toolkit with data-driven pipelines for physics-informed machine learning.

watson-online-store

Learn how to use Watson Assistant and Watson Discovery. This application demonstrates a simple abstraction of a chatbot interacting with a Cloudant NoSQL database, using a Slack UI.

unitxt

🦄 Unitxt: a python library for getting data fired up and set for training and evaluation

istio101

Istio 101 workshop (https://ibm.github.io/istio101/)

Medical-Blockchain

A healthcare data management platform built on blockchain that stores medical data off-chain

terratorch

a Python toolkit for fine-tuning Geospatial Foundation Models (GFMs).

node-odbc

ODBC bindings for node

taxinomitis

Source code for Machine Learning for Kids site

watson-assistant-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.

tsfm

Foundation Models for Time Series

Jupyter Notebook

SALMON

Self-Alignment with Principle-Following Reward Models

ipfs-social-proof

IPFS Social Proof: A decentralized identity and social proof system

kgi-slot-filling

This is the code for our KILT leaderboard submissions (KGI + Re2G models).

etcd-java

Alternative etcd3 java client

regression-transformer

Regression Transformer (2023; Nature Machine Intelligence)

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.

probabilistic-federated-neural-matching

Bayesian Nonparametric Federated Learning of Neural Networks

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.

core-dump-handler

Save core dumps from a Kubernetes Service or RedHat OpenShift to an S3 protocol compatible object store

KubeflowDojo

Repository to hold code, instructions, demos and pointers to presentation assets for Kubeflow Dojo

Jupyter Notebook