International Business Machines ORG

Sarama is a Go library for Apache Kafka.

Sarama is a Go library maintained by IBM that lets Go applications send messages to, read from, and administer Apache Kafka, the high-speed messaging system used to stream data between services at scale.

The package of IBM’s typeface, IBM Plex.

IBM Plex is IBM's open-source corporate typeface family, available in Sans, Serif, Mono, and Math styles with support for Arabic, Chinese, Japanese, Korean, Cyrillic, and more, free for any use under the Open Font License.

An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with centralized discovery, guardrails and management. Optimizes Agent & Tool calling, and supports plugins.

Functional programming library for Go 1.24+, inspired by fp-ts. Uses generic type aliases for a clean, composable API. Provides Option, Either, Result, IO, IOResult, Reader, and ReaderIOResult monads, plus optics (Lens, Prism, Traversal) for immutable data manipulation. Supports Functor, Applicative, and Monad abstractions with do-notation-style

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AssetOpsBench - Industry 4.0: A unified benchmark and framework for building, orchestrating, and evaluating domain-specific AI agents for Industry 4.0 asset operations and maintenance, with 460+ scenarios, 5 specialist agents (IoT, FMSR, TSFM, Work Order,...), and multi-agent orchestration blueprints (MetaAgent, AgentHive) over MCP.

An open source framework for seq2seq models in PyTorch.

IBM Open Source at GitHub

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

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

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

Configurable and extensible validator/linter for OpenAPI documents

IBM Analog Hardware Acceleration Kit

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

Repository for MolFormer

A collection of Model Context Protocol (MCP) servers, clients and developer tools by IBM.

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.

Library for Semi-Automated Data Science

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

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

Foundation Model for Materials - FM4M

Prompt Declaration Language (PDL) is a declarative prompt programming language.

Localize and identify multiple objects in a single image.

TerraMind is the first any-to-any generative foundation model for Earth Observation, built by IBM and ESA.

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

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

Repo for the storing of code and examples from tutorials.

Assured confidential execution (ACE) implements VM-based trusted execution environment (TEE) for embedded RISC-V systems with focus on a formally verified and auditable firmware.

Source code for Machine Learning for Kids site

Configuration-based installation of OpenShift and Cloud Pak for Data/Integration/Watson AIOps/Business Automation on various private and public cloud infrastructure providers. Deployment attempts to achieve the end-state defined in the configuration. If something fails along the way, you only need to restart the process to continue the deployment.

macOS Utility to facilitate the mass migration of files/apps/preferences between devices.

IBM Cloud Paks are enterprise-grade containerized software by combining container images with enterprise capabilities for deployment in production use cases with integrations for management and lifecycle operations. Features such as pre-configured deployments based on product expertise, rolling upgrades, and management of production workloads.

This repository contains fun COBOL applications used in tutorials and code patterns on IBM Developer.

Open Source Java version of JSONata

AI Atlas Nexus: tooling to bring together resources related to governance of foundation models.

A IBM Developer code pattern for Watson Studio: forecast the stock market with Python Notebooks, SPSS Modeler, Data Refinery, and other Watson Studio tools.

Neuro-Symbolic AI Toolkit

Samples for using Code Engine

Sample playbooks utilizing Red Hat Ansible Certified Content for IBM Z

Multi-GNN architectures for Anti-Money Laundering.

Tool for checking whether a JSON schema is a subschema of another JSON schema.

IBM Aspera CLI

Cloudant backup and restore library and command-line utility

The data represents financial transactions -- bank transfers, purchases, credit card transactions, checks, etc. Most of the transactions are legitimate. A few represent money laundering. The data is in CSV format. The data is generated using a multi-agent virtual world model. All of the agents in the virtual world have actions governed by statistical distributions. Thus the model and data are NOT based on obfuscating or anonymizing real individuals. Everything is synthetic. More specifically the underlying model uses a virtual world of banks, individuals, and companies -- with individuals and companies buying items, and doing bank transfers to make payments, get supplies, pay salaries, etc. The underlying model has good and bad actors, with bad actors doing things like smuggling, extortion, illegal gambling, etc. The bad actors sometimes attempt to launder ill-gotten funds resulting in money-laundering transactions. NOTE : Although this repository is under the Apache-2.0 license, the actual data is released under the CDLA-Sharing-1.0 license.

Repo for vLLM Hook, an vLLM plug-in for programming internal states of models deployed on vLLM

Storage Scale Installation and Configuration

Data Analysis, Model Building and Deploying with WML on IBM Cloud Pak for Data

TrajCast: Force-Free MD Through Autoregressive Equivariant Networks

The helpful and handy location for finding and sharing example IBM Dependency Based Build (DBB) scripts and snippets.

Survey paper: From Static Templates to Dynamic Runtime Graphs: A Survey of Workflow Optimization for LLM Agents.

In-Context Explainability 360 toolkit

PyTorch Implementation of the CVPR'22 Paper "Constrained Few-shot Class-incremental Learning"

IBM Z Open Editor: File issues here!

Cloudant SDK for Python

Neuro-Symbolic Reinforcement Learning: Logical Optimal Action (LOA), a novel RL with Logical Neural Network (LNN) on text-based games

Labs for the different capabilities in IBM Cloud Pak for Business Automation

zAppBuild is a generic build solution for building z/OS applications using Apache Groovy build scripts and IBM Dependency Based Build (DBB) APIs.

AI Robustness Evaluation System

A repository for finding and sharing example IBM Z Open Automation Utilities (ZOAU) scripts and snippets.

Comprehensive LLM Error Analysis and Reporting

A framework for designing, executing and analysing experiment campaigns

Project AI Services will help deploy e2e AI use cases that solve business problems for Power Users.

Scalable HW-Aware Training for Analog In-Memory Computing

FailureSensorIQ, a dataset and benchmark to probe LLMs’ reasoning and comprehension of sensor–failure relationships in industrial systems.

This repository contains Jupyter Notebooks and Python sample programs that illustrate how to use the APIs in the ibm_db library

Framework for deploying configurable AI agents with real-time streaming and tool execution.

AutoML system for building trustworthy peptide bioactivity predictors

template repo with recommended content for projects under the IBM org

🔭 Dependency Management for IBM i projects

implementation of an anonymous identity stack for blockchain systems

ibm-cos-sdk-java

Developer contributions for Ansible Automation on Power (HMC)

The go-sdk-core repository contains core functionality required by Go code generated by the IBM OpenAPI SDK Generator.

Github Template that uses Spring Boot with Java a BFF or Microservice API with Open API Specification

For promotion of Cloud pak for data install and CLI artifacts. Please only use IBM channels for support & feedback

Cloud Resource Provisioning framework for IBM Storage Scale (or gpfs)

Expressive Reasoning Graph Store (ERGS) is an OWL reasoner and an RDF triple store built on top of a Property Graph architecture.

TDD-Bench-Verified is a new benchmark for generating test cases for test-driven development (TDD)

📂 IBM i Project Explorer for VS Code

Cloudant SDK for Node.js

A collection of Universal connector plug-ins for IBM Guardium Data Protection and IBM Guardium Insights. A universal connector allows Guardium customers to digest data activity events from various data sources and to quickly develop such a plug-in, if required.

Cloudant SDK for Java

Demo application for IBM Bob. A complete full-stack application for booking interplanetary space travel

This is a base-react agent for AssetOpsBench

WARNING: This repository is no longer maintained ⚠️ This repository will not be updated. The repository will be kept available in read-only mode. A Node app that use Watson Visual Recognition, Speech to Text, Natural Language Understanding, and Tone Analyzer to enrich media files.

Code for I-RAVEN-X generation and experiments

Automate customizing Image Template

Native macOS application that assists with the Jamf Pro OTA enrollment experience

og

Library that provide a wrapper for JDBC (Blocking API) with reactive components (Project Reactor) using Java Persistent API (Hibernate).

IBM Bob is an AI SDLC (Software Development Lifecycle) partner that augments your existing workflows and helps you work confidently with real codebases.

The python-sdk-core repository contains core functionality required by Python code generated by the IBM OpenAPI SDK Generator.

Cloudant SDK for Go

Flash-GMM, a memory-efficient GPU kernel that unlocks GMM soft clustering at billion-scale

The node-sdk-core repository contains core functionality required by code generated by the IBM OpenAPI SDK Generator.

Go client library for IBM Cloud Platform Services

Core functionality required by Java code generated by the IBM Cloud OpenAPI SDK Generator (openapi-sdkgen)

Operator to install IBM Common Services

IBM GGUF-encoded AI models and conversion scripts

Custom KeyStore implementations for Master Keys

Code for reproducing paper describing methods for representing peptides

This is an MkDocs web site to open source the documentation for IBM Maximo Hands On Labs. This will enable multiple contributors including partners and customer to help submit issues and maintain the documentation of the Hands On Lab

This repo will host download references for mainframe users

This project makes use of Java and C/C++. This project will create OpenJCEPlus and OpenJCEPlusFIPS cryptographic providers which are implementations of the Java™ Cryptography Extensions (JCE) APIs. The actual cryptographic code will come from the OpenCryptographyKitC project which is based on OpenSSL.

Python client library for IBM Cloud Platform Services

No description.

Independent evaluation set construction for trustworthy ML models in biochemistry

VSCode extension for CLLE language support

DiGiT is a framework that enables different algorithms and models to be used to generate synthetic data.

Samples, tutorials and other information about Concert

Java SDK for IBM Cloud Platform Services

A tool to post-process json trace files for IBM-AIU performance analysis. It enhances the traces with additional statistics extracted from the trace data itself and (optionally) by combining it with additional output from running a workload.

This repository contains best-practice, solution assets, blueprints, scripts, and tools for the user-community that is using Storage Protect suites of products. Use this repository to collaborate with developer, partner & the larger community - involved in solutioning / working with the IBM Storage Protect & IBM Storage Defender suite of products.

READI

Go client library for IBM Cloud VPC

IBM z/OS core collection via FTP

This git repo will host the playbooks for collecting performance metrics for a Kubernetes persistent storage for IBM Cloud Paks

GraFiTe is a platform to track and manage domain-specific model issues for continuous LLM evaluation.

Ansible collection for IBM Storage Protect

ContextForge Plugin Extensability Framework Plugins

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Sample Z application showing how to work with mainframe software.

GitHub Action to install the IBM Cloud CLI and authenticate with IBM Cloud

Resource Measurement Facility for z/OS

Node.js client library for IBM Cloud Platform Services

This is a tool to analyse IBM Javacore files and provide the report used to analyse hang/outage and performance issues.

The plugin to build and deploy CICS bundles in a Gradle build.

API Connect metrics exporter

Attack Simulation Platform (ASP) for detection testing

The watsonx.ai Java SDK is an open-source library that simplifies the integration of IBM watsonx.ai APIs into Java applications. It supports chat completions, streaming, tool calling, embeddings, text classification, text extraction, text detection, reranking, and time-series forecasting.

Golang SDK for IBM Cloud Secrets Manager

IBM Z and Cloud Modernization Stack Operator for IBM Z Open Automation Utilities

Go client library for IBM Cloud Continuous Delivery

This project provides a benchmark suite for evaluating the abilities of various models to perform tasks over tabular data, such as finding similar tables/columns/rows, perform entity matching, or clustering entities.

An AI agent that improves cyber resiliency

Node.js SDK for IBM Cloud Secrets Manager

Credential systems providers for use with IBM Cloud Secrets Manager

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Operator used to install the common webui service

File Manager Extension for Zowe Explorer adds additional functionality to the popular VS Code extension, Zowe Explorer. This extension allows users to interact with IBM File Manager for z/OS.

Fault Analyzer Extension for Zowe Explorer adds additional functionality to the popular VS Code extension, Zowe Explorer. This extension allows users to interact with IBM Fault Analyzer for z/OS.

Code for IBM Business Automation Manager Open Editions (BAMOE) Accelerators

Github Actions on Power and Z LXD Image Builder

A utility for installing extremal versions of dependencies for more robust testing

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Java SDK for IBM Cloud Secrets Manager

Automation to support additional workers on the Red Hat OpenShift Container Platform compute plane on IBM Power Virtual Servers

Automation to support Tang Infrastructure on IBM Power Servers

Power Device Plugin to add protected devices into a non-privileged container.

This repository aids the debug of scheduling on OpenShift clusters with Power workers.

Power Dynamic Resource Driver provides access to Power Architecture features

Python SDK for IBM Cloud Secrets Manager

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multi modal and event driven agent explorations

Maven super-POM for all Magkit Magnolia modules

Magkit: a toolkit of modules for the Magnolia CMS https://docs.magnolia-cms.com/

qauvern

Code accompanying a research paper.

Guardium common terraform modules

Datastore enabled auditing configuration terraform module

Guardium Middleware Helper Terraform Provider

The upgrade_precheck tool is a standalone utility tool for Storage Scale System

Repo for IBM Event Automation documentation.

Automation to support the Red Hat OpenShift Container Platform on Power with additional compute on IBM Cloud VPC

No description.

Demeter is a framework for the rapid and efficient deployment of large-scale clusters of virtual servers with generic configurations

Hephaestus is a lightweight and flexible framework for the deployment and management of bare-metal nodes with customizable OS images.

Select-T partners and clients enablement materials.

Node SDK for IBM Cloud Code Engine

IBM webMethods Helm Charts

Intro into IBM Bob Workshop

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Python client library for IBM Cloud Continuous Delivery

This repository contains public samples of REXX executables which can be used to invoke ICSF callable services.

Ruby SDK for IBM Cloud App Configuration service.

IBM Bob: Level 3

IBM Compiled Code Coverage VS Code extension

A unified distribution for IBM AI Science models, handling dependency alignment and integration with vLLM.

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Using Arrow Flight with Spark Java applications in IBM Cloud

Smith

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EP11 Code Samples

Helm charts for Guardium components

ML4EO-workshop-2026

CopyKat

Rust SDK for IBM Cloud App Configuration service

Magkit tools for the Magnolia CMS

This is for GCM Bootcamp

Library to aid in writing JUnit tests for the Magkit Magnolia modules

llm-inference-rca-controller

NOI Policy and Event Visualization and Deployment

Java client library for IBM Cloud Continuous Delivery

Java SDK for IBM Data Product Hub Service.

Patch delivery repo for IBM Software Hub