Discover IBM/unitxt Open Source project

functional programming library for golang

1,609

fp-go

1,550

Project_CodeNet

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

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.

1,537

fhe-toolkit-linux

C++

1,436

pytorch-seq2seq

An open source framework for seq2seq models in PyTorch.

IBM Open Source at GitHub

1,431

ibm.github.io

Dromedary: towards helpful, ethical and reliable LLMs.

1,106

Dromedary

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

1,104

MicroscoPy

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

1,102

MAX-Image-Resolution-Enhancer

Diffprivlib: The IBM Differential Privacy Library

863

differential-privacy-library

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

819

elasticsearch-spark-recommender

Sample insurance application using Hyperledger Fabric

806

build-blockchain-insurance-app

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

719

FfDL

676

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 for Java/Jakarta EE based Microservices on Kubernetes and Istio

548

cloud-native-starter

Configurable and extensible validator/linter for OpenAPI documents

516

openapi-validator

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

496

federated-learning-lib

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.

495

clai

pretty README as service.

476

nicedoc.io

Python utility for tracking third party dependencies within a library

473

import-tracker

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.

457

mac-ibm-enrollment-app

Swift

455

mobx-react-router

Keep your MobX state in sync with react-router

Code for EvolveGCN: Evolving Graph Convolutional Networks for Dynamic Graphs

440

EvolveGCN

IBM Homomorphic Encryption Toolkit For MacOS

384

fhe-toolkit-macos

C++

358

AutoMLPipeline.jl

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

HTML

355

aihwkit

IBM Analog Hardware Acceleration Kit

Randomly generates GraphQL queries from a GraphQL schema

352

graphql-query-generator

Zero and Few shot named entity & relationships recognition

337

zshot

Library for Semi-Automated Data Science

336

lale

A Kubernetes Admission Controller for verifying image trust.

333

portieris

330

FedMA

Code for Federated Learning with Matched Averaging, ICLR 2020.

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

326

BluePic

Swift

325

evote

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

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

320

TabFormer

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

319

powerai-counting-cars

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

317

blockchain-network-on-kubernetes

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

305

charts

Smarty

297

IBM-Z-zOS

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

REXX

296

mac-ibm-notifications

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

Swift

294

blockchain-application-using-fabric-java-sdk

Create and Deploy a Blockchain Network using Hyperledger Fabric SDK Java

Java

290

MAX-Object-Detector

Localize and identify multiple objects in a single image.

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.

286

design-kit

272

AccDNN

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

Verilog

270

deploy-ibm-cloud-private

Instructions and Code required to install IBM Cloud Private

HCL

263

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

Accessible, internationalized Vue calendar

261

vue-a11y-calendar

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

253

UQ360

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

252

watson-banking-chatbot

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.

250

ibm-generative-ai

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.

246

Kubernetes-container-service-GitLab-sample

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

243

transition-amr-parser

Handwritten Korean Character Recognition with TensorFlow and Android

241

tensorflow-hangul-recognition

232

molformer

Repository for MolFormer

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

228

BlockchainNetwork-CompositeJourney

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

227

LNN

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

225

pytorchpipe

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

223

Graph2Seq

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.

219

ModuleFormer

Open source project for data preparation of LLM application builders

219

data-prep-kit

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.

217

Scalable-WordPress-deployment-on-Kubernetes

Develop a graph database app using JanusGraph

214

janusgraph-utils

Java

207

tensorflow-large-model-support

Large Model Support in Tensorflow

201

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.

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

195

adaptive-federated-learning

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

193

action-recognition-pytorch

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

193

gantt-chart

Samples code that uses QRadar API's

193

api-samples

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

192

cdfsl-benchmark

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

190

kube101

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

181

CrossViT

Reinforcement Learning Testbed for Power Consumption Optimization using EnergyPlus

180

rl-testbed-for-energyplus

A lightweight serverless platform that uses Web Browsers as execution engines

180

browser-functions

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

180

pwa-lit-template

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

178

fastfit

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.

174

AMLSim

A Socket.IO client for C#

170

socket-io

169

tfjs-web-app

A TensorFlow.js Progressive Web App for Offline Visual Recognition

Use the TPC-DS benchmark to test Spark SQL performance

164

spark-tpc-ds-performance-test

TSQL

160

simulai

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

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.

157

watson-online-store

HTML

156

istio101

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

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

154

Medical-Blockchain

Vue

150

terratorch

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

148

node-odbc

ODBC bindings for node

Source code for Machine Learning for Kids site

146

taxinomitis

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.

143

watson-assistant-slots-intro

Foundation Models for Time Series

143

tsfm

Self-Alignment with Principle-Following Reward Models

143

SALMON

IPFS Social Proof: A decentralized identity and social proof system

142

ipfs-social-proof

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

142

kgi-slot-filling

Alternative etcd3 java client

141

etcd-java

Java

141

regression-transformer

Regression Transformer (2023; Nature Machine Intelligence)

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.

140

deploy-react-kubernetes

Bayesian Nonparametric Federated Learning of Neural Networks

139

probabilistic-federated-neural-matching

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.

137

innovate-digital-bank

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

137

core-dump-handler

Rust

136

100

KubeflowDojo

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