IBM

Sarama is a Go library for Apache Kafka.

The package of IBM’s typeface, IBM Plex.

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...

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+...

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

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...

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

Translate APIs described by OpenAPI Specifications (OAS) into GraphQL

An open source framework for seq2seq models in PyTorch.

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...

IBM Open Source at GitHub

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

Dromedary: towards helpful, ethical and reliable LLMs.

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

Diffprivlib: The IBM Differential Privacy Library

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

Sample insurance application using Hyperledger Fabric

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

Code for EvolveGCN: Evolving Graph Convolutional Networks for Dynamic Graphs

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...

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

IBM Analog Hardware Acceleration Kit

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

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.

pretty README as service.

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

Python utility for tracking third party dependencies within a library

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

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...

Keep your MobX state in sync with react-router

Repository for MolFormer

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

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...

Zero and Few shot named entity & relationships recognition

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

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

IBM Homomorphic Encryption Toolkit For MacOS

Library for Semi-Automated Data Science

Randomly generates GraphQL queries from a GraphQL schema

A Kubernetes Admission Controller for verifying image trust.

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

Code for Federated Learning with Matched Averaging, ICLR 2020.

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

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

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

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

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

Foundation Model for Materials - FM4M

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

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

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

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...

Localize and identify multiple objects in a single image.

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

Create and Deploy a Blockchain Network using Hyperledger Fabric SDK Java

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

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...

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

Repo for the storing of code and examples from tutorials.

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

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.

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

Handwritten Korean Character Recognition with TensorFlow and Android

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...

Accessible, internationalized Vue calendar

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

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

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

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

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

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

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...

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

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.

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.

Reinforcement Learning Testbed for Power Consumption Optimization using EnergyPlus

🦄 Unitxt is a Python library for enterprise-grade evaluation of AI performance, offering the world's largest catalog of tools and data for end-to-end AI benchmarking

Samples code that uses QRadar API's

Develop a graph database app using JanusGraph

Large Model Support in Tensorflow

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

[ICLR 2025] General-purpose activation steering library

Source code for Machine Learning for Kids site

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...

Use the TPC-DS benchmark to test Spark SQL performance

A lightweight serverless platform that uses Web Browsers as execution engines

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

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

A TensorFlow.js Progressive Web App for Offline Visual Recognition

Code that implements efficient knowledge graph extraction from the textual descriptions

IBM watsonx.ai sample models, notebooks and apps.

The command line client for watsonx Orchestrate's agent builder experience.

A Code Pattern to teach how to run a COBOL program on Kubernetes

Self-Alignment with Principle-Following Reward Models

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

A Socket.IO client for C#

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...