deliberate-lab
Platform for running online research experiments on human + LLM group dynamics.
Science Score: 44.0%
This score indicates how likely this project is to be science-related based on various indicators:
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✓CITATION.cff file
Found CITATION.cff file -
✓codemeta.json file
Found codemeta.json file -
✓.zenodo.json file
Found .zenodo.json file -
○DOI references
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○Academic publication links
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○Academic email domains
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○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (12.0%) to scientific vocabulary
Repository
Platform for running online research experiments on human + LLM group dynamics.
Basic Info
- Host: GitHub
- Owner: PAIR-code
- License: apache-2.0
- Language: TypeScript
- Default Branch: main
- Homepage: https://pair-code.github.io/deliberate-lab/
- Size: 43.1 MB
Statistics
- Stars: 26
- Watchers: 6
- Forks: 14
- Open Issues: 53
- Releases: 0
Metadata Files
README.md
Deliberate Lab
🕊️ Deliberate Lab is a platform for running online research experiments on human + LLM group dynamics.

Citation
📝 If you use Deliberate Lab in your work, please include the following software citation:
@software{Tsai_Deliberate_Lab_Open-Source_2025,
author = {Tsai, Vivian and Qian, Crystal and Behr, Michael and Deliberate Lab community contributors},
month = mar,
title = {{Deliberate Lab: Open-Source Platform for LLM-Powered Social Science}},
url = {https://github.com/PAIR-code/deliberate-lab},
version = {2025-03-24},
year = {2025}
}
See also CITATION.cff for citation file or "Cite this repository" in the GitHub sidebar for APA format.
License and Disclaimer
All software is licensed under the Apache License, Version 2.0 (Apache 2.0). You may not use this file except in compliance with the Apache 2.0 license. You may obtain a copy of the Apache 2.0 license at: https://www.apache.org/licenses/LICENSE-2.0.
Unless required by applicable law or agreed to in writing, all software and materials distributed here under the Apache 2.0 licenses are distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the licenses for the specific language governing permissions and limitations under those licenses.
This is not an official Google product.
Deliberate Lab is a research project under active development by a small team. If you have suggestions or feedback, feel free to submit an issue.
Copyright 2024 DeepMind Technologies Limited.
Owner
- Name: PAIR code
- Login: PAIR-code
- Kind: organization
- Website: https://pair.withgoogle.com
- Repositories: 36
- Profile: https://github.com/PAIR-code
Code repositories for projects from the People+AI Research (PAIR) Initiative
Citation (CITATION.cff)
cff-version: 1.2.0 message: "If you use the Deliberate Lab platform in your work, please cite it as below." authors: - family-names: "Tsai" given-names: "Vivian" - family-names: "Qian" given-names: "Crystal" - family-names: "Behr" given-names: "Michael" - family-names: "Deliberate Lab community contributors" title: "Deliberate Lab: Open-Source Platform for LLM-Powered Social Science" version: 2025-03-24 date-released: 2025-03-24 url: "https://github.com/PAIR-code/deliberate-lab"
Issues and Pull Requests
Last synced: 7 months ago
All Time
- Total issues: 107
- Total pull requests: 225
- Average time to close issues: 3 months
- Average time to close pull requests: 5 days
- Total issue authors: 5
- Total pull request authors: 11
- Average comments per issue: 0.27
- Average comments per pull request: 0.44
- Merged pull requests: 157
- Bot issues: 0
- Bot pull requests: 19
Past Year
- Issues: 101
- Pull requests: 225
- Average time to close issues: 2 months
- Average time to close pull requests: 5 days
- Issue authors: 5
- Pull request authors: 11
- Average comments per issue: 0.21
- Average comments per pull request: 0.44
- Merged pull requests: 157
- Bot issues: 0
- Bot pull requests: 19
Top Authors
Issue Authors
- cjqian (120)
- vivtsai (64)
- raindrift (6)
- dimits-ts (6)
- mkbehr (4)
Pull Request Authors
- vivtsai (100)
- cjqian (46)
- dependabot[bot] (40)
- mkbehr (36)
- rasmi (30)
- raindrift (13)
- KeHang-Zhu (5)
- dimits-ts (3)
- benjamin-manning (3)
- Aa-g-i (2)
- AAgainAgain (1)
- LeoLaugier (1)
Top Labels
Issue Labels
Pull Request Labels
Dependencies
- 662 dependencies
- @types/uuid ^9.0.8 development
- @typescript-eslint/eslint-plugin ^5.12.0 development
- @typescript-eslint/parser ^5.12.0 development
- eslint ^8.9.0 development
- eslint-config-google ^0.14.0 development
- eslint-plugin-import ^2.25.4 development
- firebase-functions-test ^3.1.0 development
- typescript ^4.9.0 development
- @sinclair/typebox ^0.32.20
- firebase-admin ^11.8.0
- firebase-functions ^4.9.0
- unique-names-generator ^4.7.1
- uuid ^9.0.1
- @fastify/busboy 2.1.1
- @firebase/analytics 0.10.2
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- @firebase/app 0.10.2
- @firebase/app-check 0.8.3
- @firebase/app-check-compat 0.3.10
- @firebase/app-check-interop-types 0.3.1
- @firebase/app-check-types 0.5.1
- @firebase/app-compat 0.2.32
- @firebase/app-types 0.9.1
- @firebase/auth 1.7.2
- @firebase/auth-compat 0.5.7
- @firebase/auth-interop-types 0.2.2
- @firebase/auth-types 0.12.1
- @firebase/component 0.6.6
- @firebase/database 1.0.4
- @firebase/database-compat 1.0.4
- @firebase/database-types 1.0.2
- @firebase/firestore 4.6.1
- @firebase/firestore-compat 0.3.30
- @firebase/firestore-types 3.0.1
- @firebase/functions 0.11.4
- @firebase/functions-compat 0.3.10
- @firebase/functions-types 0.6.1
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- @firebase/installations-types 0.5.1
- @firebase/logger 0.4.1
- @firebase/messaging 0.12.8
- @firebase/messaging-compat 0.2.8
- @firebase/messaging-interop-types 0.2.1
- @firebase/performance 0.6.6
- @firebase/performance-compat 0.2.6
- @firebase/performance-types 0.2.1
- @firebase/remote-config 0.4.6
- @firebase/remote-config-compat 0.2.6
- @firebase/remote-config-types 0.3.1
- @firebase/storage 0.12.4
- @firebase/storage-compat 0.3.7
- @firebase/storage-types 0.8.1
- @firebase/util 1.9.5
- @firebase/webchannel-wrapper 0.10.6
- @grpc/grpc-js 1.9.14
- @grpc/proto-loader 0.7.13
- @protobufjs/aspromise 1.1.2
- @protobufjs/base64 1.1.2
- @protobufjs/codegen 2.0.4
- @protobufjs/eventemitter 1.1.0
- @protobufjs/fetch 1.1.0
- @protobufjs/float 1.0.2
- @protobufjs/inquire 1.1.0
- @protobufjs/path 1.1.2
- @protobufjs/pool 1.1.0
- @protobufjs/utf8 1.1.0
- @types/node 20.12.8
- ansi-regex 5.0.1
- ansi-styles 4.3.0
- cliui 8.0.1
- color-convert 2.0.1
- color-name 1.1.4
- emoji-regex 8.0.0
- escalade 3.1.2
- faye-websocket 0.11.4
- firebase 10.11.1
- get-caller-file 2.0.5
- http-parser-js 0.5.8
- idb 7.1.1
- is-fullwidth-code-point 3.0.0
- lodash.camelcase 4.3.0
- long 5.2.3
- protobufjs 7.2.6
- require-directory 2.1.1
- safe-buffer 5.2.1
- string-width 4.2.3
- strip-ansi 6.0.1
- tslib 2.6.2
- undici 5.28.4
- undici-types 5.26.5
- websocket-driver 0.7.4
- websocket-extensions 0.1.4
- wrap-ansi 7.0.0
- y18n 5.0.8
- yargs 17.7.2
- yargs-parser 21.1.1
- 698 dependencies
- @swc/register ^0.1.10 development
- @types/gtag.js ^0.0.20 development
- @types/sanitize-html ^2.11.0 development
- @types/uuid ^9.0.8 development
- @typescript-eslint/eslint-plugin ^7.11.0 development
- copy-webpack-plugin ^12.0.2 development
- eslint ^8.56.0 development
- git-revision-webpack-plugin ^5.0.0 development
- html-webpack-plugin ^5.6.0 development
- process ^0.11.10 development
- sass ^1.74.1 development
- sass-loader ^14.1.1 development
- ts-lit-plugin ^2.0.2 development
- ts-loader ^9.5.1 development
- typescript ^5.4.4 development
- webpack ^5.95.0 development
- webpack-cli ^5.1.4 development
- webpack-dev-server ^5.0.4 development
- @adobe/lit-mobx ^2.2.2
- @deliberation-lab/utils file:../utils
- @google/generative-ai ^0.13.0
- @material/web ^1.5.0
- @types/router5 ^5.0.0
- buffer ^6.0.3
- crypto-browserify ^3.12.0
- css-loader ^7.0.0
- firebase ^10.12.2
- lit ^3.1.2
- lit-element ^4.0.4
- micromark ^4.0.0
- micromark-extension-gfm ^3.0.0
- mobx ^6.12.3
- router5 ^8.0.1
- router5-plugin-browser ^8.0.1
- sanitize-html ^2.13.0
- stream-browserify ^3.0.0
- style-loader ^3.3.4
- tslib ^2.6.2
- uuid ^9.0.1
- vm-browserify ^1.1.2