https://github.com/google/dopamine

ai google ml rl tensorflow

Score: 29.095065586595595

Last synced: 1 day ago
JSON representation

Repository metadata:

Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

Host: GitHub
URL: https://github.com/google/dopamine
Owner: google
License: apache-2.0
Created: 2018-07-26T09:58:36.000Z (over 8 years ago)
Default Branch: master
Last Pushed: 2026-03-24T18:11:40.000Z (7 months ago)
Last Synced: 2026-10-27T09:26:33.766Z (7 days ago)
Topics: ai, google, ml, rl, tensorflow
Language: Jupyter Notebook
Homepage: https://github.com/google/dopamine
Size: 27.5 MB
Stars: 10,930
Watchers: 408
Forks: 1,388
Open Issues: 112
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
- Authors: AUTHORS
- Agents: docs/agents.md

Owner metadata:

Name: Google
Login: google
Email: opensource@google.com
Kind: organization
Description: Google ❤️ Open Source
Website: https://opensource.google/
Location: United States of America
Twitter: GoogleOSS
Company:
Icon url: https://avatars.githubusercontent.com/u/1342004?v=4
Repositories: 2905
Last Synced at: 2026-10-26T19:01:22.654Z
Profile URL: https://github.com/google

GitHub Events

Total

Fork event: 42
Issue comment event: 13
Issues event: 7
Pull request event: 3
Pull request review event: 1
Push event: 11
Watch event: 313
Total: 390

Last Year

Fork event: 8
Pull request event: 1
Push event: 6
Watch event: 28
Total: 43

Committers metadata

Last synced: 2 days ago

Total Commits: 359
Total Committers: 16
Avg Commits per committer: 22.438
Development Distribution Score (DDS): 0.557

Commits in past year: 13
Committers in past year: 3
Avg Commits per committer in past year: 4.333
Development Distribution Score (DDS) in past year: 0.462

Name	Email	Commits
Pablo Samuel Castro	p**c@g**m	159
Dopamine Team	n**y@g**m	60
Alexandre Vassalotti	a**i@g**m	49
Rishabh Agarwal	r**l@g**m	26
Joshua Greaves	j**s@g**m	24
Utku Evci	e**u@g**m	9
Marc G. Bellemare	b**e@g**m	8
Johan Obando Ceron	o**n@g**m	7
Subhodeep Moitra	s**a@g**m	5
Baruch Tabanpour	b**a@g**m	4
Jing Conan Wang	j**g@g**m	2
Ted Willke	t**e@i**m	2
Olivier Teboul	o**t@g**m	1
Chih-wei Hsu	c**u@g**m	1
William Fedus	l**s@g**m	1
Marlos C. Machado	m**m@g**m	1

Issue and Pull Request metadata

Last synced: 2 days ago

Total issues: 93
Total pull requests: 39
Average time to close issues: 3 months
Average time to close pull requests: about 1 year
Total issue authors: 72
Total pull request authors: 32
Average comments per issue: 2.85
Average comments per pull request: 1.49
Merged pull request: 0
Bot issues: 0
Bot pull requests: 3

Past year issues: 2
Past year pull requests: 3
Past year average time to close issues: N/A
Past year average time to close pull requests: about 1 month
Past year issue authors: 2
Past year pull request authors: 3
Past year average comments per issue: 1.5
Past year average comments per pull request: 0.67
Past year merged pull request: 0
Past year bot issues: 0
Past year bot pull requests: 0

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/google/dopamine

Top Issue Authors

RylanSchaeffer (5)
GoingMyWay (4)
sunchipsster1 (3)
rfali (3)
FelipeMartins96 (3)
satst27 (2)
sunhao12121 (2)
pseudo-rnd-thoughts (2)
xinghua-qu (2)
amrzv (2)
ZifanWu (2)
theovincent (2)
bryanyuan1 (2)
lkostis (1)
JiahaoYao (1)

Top Pull Request Authors

dependabot[bot] (3)
modanesh (3)
mingless (2)
erick-hash (2)
Yaskm08 (2)
crobarcro (1)
JasonYeYuhe (1)
Mattia-Colbertaldo (1)
mklissa (1)
ddlau (1)
MaxASchwarzer (1)
SwanseaLeo (1)
NaiveRed (1)
JesseFarebro (1)
athulkannan2000 (1)

Top Issue Labels

Top Pull Request Labels

cla: yes (21)
dependencies (3)
cla: no (2)

Package metadata

Total packages: 1
Total downloads:
- pypi: 42,672 last-month
Total docker downloads: 24,427,969
Total dependent packages: 4
Total dependent repositories: 733
Total versions: 38
Total maintainers: 1

pypi.org: dopamine-rl

Dopamine: A framework for flexible Reinforcement Learning research

Homepage: https://github.com/google/dopamine
Documentation: https://github.com/google/dopamine
Licenses: Apache 2.0
Latest release: 4.1.2 (published about 2 years ago)
Last Synced: 2026-10-31T17:00:34.501Z (2 days ago)
Versions: 38
Dependent Packages: 4
Dependent Repositories: 733
Downloads: 42,672 Last month
Docker Downloads: 24,427,969
Rankings:
- Stargazers count: 0.246%
- Dependent repos count: 0.45%
- Docker downloads count: 0.688%
- Average: 1.086%
- Forks count: 1.123%
- Downloads: 1.631%
- Dependent packages count: 2.377%
Maintainers (1)
- dopamine

Dependencies

dopamine/labs/tandem_dqn/requirements.txt pypi

absl-py *
atari-py *
dopamine-rl *
gin-config *
gym *
numpy *
tensorflow *

requirements.txt pypi

Keras-Preprocessing >=1.1.2
Markdown >=3.2.2
Pillow >=7.2.0
Werkzeug >=1.0.1
absl-py >=0.9.0
astunparse >=1.6.3
atari-py >=0.2.6
cachetools >=4.1.1
certifi >=2020.6.20
chardet >=3.0.4
cloudpickle >=1.3.0
cycler >=0.10.0
flax >=0.3.3
future >=0.18.2
gast >=0.3.3
gin-config >=0.3.0
google-auth >=1.19.2
google-auth-oauthlib >=0.4.1
google-pasta >=0.2.0
grpcio >=1.30.0
gym >=0.17.2
h5py >=2.10.0
idna >=2.10
jax >=0.2.12
jaxlib >=0.1.65
kiwisolver >=1.2.0
matplotlib >=3.3.0
msgpack >=1.0.0
numpy >=1.18.5
oauthlib >=3.1.0
opencv-python >=4.3.0.36
opt-einsum >=3.3.0
pandas >=1.0.5
protobuf >=3.12.2
pyasn1 >=0.4.8
pyasn1-modules >=0.2.8
pygame >=1.9.6
pyglet >=1.5.0
pyparsing >=2.4.7
python-dateutil >=2.8.1
pytz >=2020.1
requests >=2.24.0
requests-oauthlib >=1.3.0
rsa >=4.6
scipy >=1.4.1
setuptools >=49.2.01
six >=1.15.0
tensorboard *
tensorboard-plugin-wit *
tensorflow *
tensorflow-estimator *
tensorflow-probability >=0.13.0
termcolor >=1.1.0
tf-slim >=1.1.0
urllib3 >=1.25.10
wrapt >=1.12.1

setup.py pypi

absl-py *
gin-config *
gym *
opencv-python *
tensorflow *

docker/atari/Dockerfile docker

${base_image} latest build

docker/core/Dockerfile docker

nvidia/cuda ${cuda_docker_tag} build

docker/mujoco/Dockerfile docker

${base_image} latest build

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