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Explore curated collections of applications, components and tools, organized by common topics and real-world use cases contributed by our community.

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iris-GenLab

Application support Machine Learning, LLM, NLP, PALM and OpenAI

Muhammad Waseem
Docker
Python
IPM
AI
5.0 (1)06 Aug, 2026 942

workshop-iris-dicom-interop

🧪 Hands-on DICOM integration examples using InterSystems IRIS for Health and dcm4che simulator. Store, query, retrieve, and manage WorkLists with Docker.

A
Alberto Fuentes
Docker
5.0 (1)06 Aug, 2026 792

InterSystems Ideas Waiting to be Implemented

Add support for Markdown in class documentation

Allow for Markdown to be used in class documentation for easier formatting. This includes the Class Reference Page that should support it, as well as the documentation preview in VS Code.

S
by Stefan Cronje

12

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3

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iris-agentic-dev

MCP server connecting GitHub Copilot, Claude Code, and other AI coding assistants directly to a live IRIS instance for ObjectScript development.

Thomas Dyar
Docker
Python
AI
5.0 (2)04 Aug, 2026 315

excel-py-iris

Use Python to read Excel workbook into IRIS global.

O
Oliver Wilms
Docker
Python
IPM
5.0 (1)03 Aug, 2026 56 1

iris-DataViz

Exploratory Data Analysis with Visualization Application

Muhammad Waseem
Docker
Python
IPM
5.0 (1)03 Aug, 2026 398 5

fast-JSON-formatting-Cache

fast JSON formating for Caché / Ensemble

Robert Cemper
Docker
5.0 (1)03 Aug, 2026 499 40

iris-energy-isodata

Access energy data of Major ISOs in the United States

Muhammad Waseem
Docker
Python
5.0 (1)02 Aug, 2026 578 21

gaia-iml

Gaia DR3 Variable Star Detection — IntegratedML + AI Hub entry (custom GBT IRISModel, PREDICT(), +6 bonus pts)

Thomas Dyar
Docker
Python
IPM
AI
ML
ML
5.0 (2)29 Jul, 2026 131

fhir-frontend-react-lovable

Lovable react frontend for FHIR

Evgeny Shvarov
Docker
IPM
AI
0.0 (0)27 Jul, 2026 476 46

challenge_1_submission

Gaia challenge submission

G
Georgia Dimaki
Docker
Python
5.0 (2)27 Jul, 2026 70

🔭 Gaia DR3 Flux Analyzer — ObjectScript Edition

Gaia DR3 epoch photometry flux variation analyzer implemented in InterSystems ObjectScript.

B
Brad Nissenbaum
Docker
Python
5.0 (1)26 Jul, 2026 81

isc-coding-challenge-benchmark-prezip

Benchmark submission with unzip in Docker

R
Reet Kothari
3.5 (3)26 Jul, 2026 131

i14y-aid

helper utility to deal with interoperability transaction

Evgeny Shvarov
Docker
Python
IPM
5.0 (1)26 Jul, 2026 114 25

gaia-the-fast-and-the-short

Scanning GAIA data

T
Tani Frankel
Docker
Python
5.0 (1)26 Jul, 2026 225

gaia-terse

Gaia DR3 variable star detection — minimal-code entry: one line of logic, 580 characters of embedded Python

Thomas Dyar
Docker
IPM
5.0 (1)26 Jul, 2026 55

gaia-fast

Gaia DR3 Variable Star Detection — speed entry (isal + ProcessPoolExecutor, ~1s)

Thomas Dyar
Docker
Python
IPM
5.0 (1)26 Jul, 2026 113

intersystems-challenge-GAIA-C

InterSystems Employee Programming Challenge #1. Identifies variable astronomical objects in Gaia DR3 epoch photometry data using IRIS Embedded Python with a C shared library for maximum throughput.

M
Marcelo Dotti
Docker
Python
5.0 (1)25 Jul, 2026 68

lumeon-submission

Gaia variability in IRIS embedded Python, mapped as a sky

Z
Zelong Wang
Docker
Python
AI
5.0 (1)25 Jul, 2026 74

gaia-codegolf

Minimal-code solution to the challenge: identify Gaia DR3 sources whose BP or RP flux changed by more than 100% over the observation period and write the result CSV. Optimized for fewest lines of code (see the sibling repo gaia-benchmark for the speed-optimized, parallel variant).

S
Suprateem Banerjee
Docker
5.0 (1)24 Jul, 2026 168

gaia-benchmark

Speed-optimized solution to the challenge: identify Gaia DR3 sources whose BP or RP flux changed by more than 100% over the observation period and write the result CSV. Optimized for shortest execution time via parallel parsing, ≈1.3 seconds (see the sibling repo gaia-codegolf for the minimal-code variant).

S
Suprateem Banerjee
Docker
Python
5.0 (1)24 Jul, 2026 111

🐍 Gaia DR3 Flux Analyzer — Embedded Python Edition

Gaia DR3 epoch photometry flux variation analyzer implemented with InterSystems IRIS Embedded Python.

B
Brad Nissenbaum
Docker
Python
5.0 (1)24 Jul, 2026 48

iris-i14y-explorer-ui

A ui layer for interoperability explainer

Evgeny Shvarov
IPM
5.0 (1)24 Jul, 2026 69 17

Gaia_Challenge_One_Line_SQL_Objectscript

One line of ObjectScript identifies Gaia DR3 variable stars!!

Xiaoyun Wu
Docker
Python
5.0 (1)24 Jul, 2026 80

gaia-planetarium

A Planetarium Web app built on InterSystems IRIS using Flask, Pyprod and Embedded Python, and data from the Gaia and Hipparcos datasets

G
Gabriel Ing
Docker
Python
5.0 (1)24 Jul, 2026 120

InterSystems Gaia Contest - Codegolf

InterSystems Employee Programming Challenge #1

M
Manel Trèmols
Docker
5.0 (1)24 Jul, 2026 295

Gaia_Challenge_SQL_Golf_AI_Game

SQL Golf: Can You Beat Par and Find 57,099 Stars?

Xiaoyun Wu
Docker
Python
AI
2.5 (2)23 Jul, 2026 141

intersystems-challenge-GAIA

InterSystems Employee Programming Challenge #1 — processes 20 gzip-compressed Gaia DR3 EpochPhotometry files to identify astronomical objects whose BP or RP flux changed by more than 100%, using IRIS ObjectScript + Polars (Python) for high-performance parallel processing.

M
Marcelo Dotti
Docker
Python
5.0 (1)22 Jul, 2026 71

Gaia Flux Variability

InterSystems Employee Programming Challenge #1 — Gaia DR3 photometric variability analysis.

M
Munraj Bal
Docker
Python
4.5 (1)22 Jul, 2026 207

ISC-Programming-Challenge1 - NumPy solution

extract csv.gz to Numpy vectors and do vectorized caculation

J
Jianbiao Liu
Docker
Python
AI
5.0 (1)22 Jul, 2026 59

isc-coding-challenge-benchmark

A benchmark submission for the ISC Programming Challenge

R
Reet Kothari
Docker
5.0 (1)21 Jul, 2026 92