ludwig

computer-vision data-centric data-science deep deep-learning deeplearning fine-tuning learning llama llama2 llm llm-training machine-learning machinelearning mistral ml natural-language natural-language-processing neural-network pytorch

Score: 22.903183312238152

Last synced: about 8 hours ago
JSON representation

Repository metadata:

Low-code framework for building custom LLMs, neural networks, and other AI models

Host: GitHub
URL: https://github.com/ludwig-ai/ludwig
Owner: ludwig-ai
License: apache-2.0
Created: 2018-12-27T23:58:12.000Z (over 7 years ago)
Default Branch: main
Last Pushed: 2026-08-10T21:27:44.000Z (2 days ago)
Last Synced: 2026-08-10T21:33:25.107Z (2 days ago)
Topics: computer-vision, data-centric, data-science, deep, deep-learning, deeplearning, fine-tuning, learning, llama, llama2, llm, llm-training, machine-learning, machinelearning, mistral, ml, natural-language, natural-language-processing, neural-network, pytorch
Language: Python
Homepage: http://ludwig.ai
Size: 34.1 MB
Stars: 11,748
Watchers: 183
Forks: 1,218
Open Issues: 2
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
- Code of conduct: CODE_OF_CONDUCT.md
- Codeowners: CODEOWNERS
- Security: SECURITY.md
- Notice: NOTICE

Owner metadata:

Name: Ludwig
Login: ludwig-ai
Email:
Kind: organization
Description: Ludwig is a toolbox that allows to train and test deep learning models without the need to write code. It is an incubation level project in LF AI Foundation.
Website: https://ludwig.ai
Location: San Francisco, CA
Twitter:
Company:
Icon url: https://avatars.githubusercontent.com/u/65477820?v=4
Repositories: 6
Last Synced at: 2024-04-28T02:53:53.026Z
Profile URL: https://github.com/ludwig-ai

GitHub Events

Total

Create event: 60
Delete event: 143
Fork event: 38
Issue comment event: 91
Issues event: 223
Pull request event: 104
Push event: 231
Release event: 2
Watch event: 491
Total: 1383

Last Year

Create event: 60
Delete event: 143
Fork event: 4
Issue comment event: 47
Issues event: 22
Pull request event: 43
Push event: 211
Release event: 2
Watch event: 85
Total: 617

Committers metadata

Last synced: 1 day ago

Total Commits: 3,893
Total Committers: 157
Avg Commits per committer: 24.796
Development Distribution Score (DDS): 0.693

Commits in past year: 259
Committers in past year: 2
Avg Commits per committer in past year: 129.5
Development Distribution Score (DDS) in past year: 0.019

Name	Email	Commits
w4nderlust	w**t@g**m	1196
Jim Thompson	j**2@g**m	522
Travis Addair	t**r@g**m	465
Arnav Garg	1****1	240
Justin	j**o@g**m	210
Geoffrey Angus	g**y@p**m	120
connor-mccorm	9****m	83
Daniel Treiman	d**n@g**m	82
Kabir Brar	k**r@b**g	73
Sai Sumanth Miryala	s**a@u**m	70
abidwael	1****l	68
Joppe Geluykens	j**e@p**m	59
ydudin3	3****3	55
Jeff Kinnison	j****n	53
amholler	8****r	47
Carlo Grisetti	c**i@g**m	42
Alex Sherstinsky	a****y	41
pre-commit-ci[bot]	6****]	38
Kaushik Bokka	k**a@g**m	37
hungcs	8****s	36
Shreya Rajpal	S****R	27
Infernaught	7****t	25
ANarayan	g**s@g**m	23
Jeffrey Tang	8****g	21
patrickvonplaten	p**n@g**m	14
Doug Blank	d**k@g**m	13
Boris Dayma	b**a@g**m	10
Julian	b****c	10
Magdy Saleh	1****h	8
Chris Van Pelt	v**t@g**m	7
and 127 more...

Issue and Pull Request metadata

Last synced: 2 days ago

Total issues: 345
Total pull requests: 682
Average time to close issues: about 2 years
Average time to close pull requests: 4 months
Total issue authors: 176
Total pull request authors: 59
Average comments per issue: 2.96
Average comments per pull request: 1.33
Merged pull request: 449
Bot issues: 0
Bot pull requests: 6

Past year issues: 6
Past year pull requests: 8
Past year average time to close issues: 10 days
Past year average time to close pull requests: 5 days
Past year issue authors: 3
Past year pull request authors: 3
Past year average comments per issue: 4.67
Past year average comments per pull request: 0.63
Past year merged pull request: 6
Past year bot issues: 0
Past year bot pull requests: 4

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/ludwig-ai/ludwig

Top Issue Authors

arnavgarg1 (26)
tgaddair (22)
justinxzhao (15)
geoffreyangus (13)
ShreyaR (8)
mhabedank (7)
ksbrar (6)
Jeffwan (6)
jimthompson5802 (5)
SumanthDatta-Kony (5)
saad-palapa (5)
MarselScheer (4)
vinven7 (4)
Peetee06 (3)
pushkarraj (3)

Top Pull Request Authors

arnavgarg1 (163)
alexsherstinsky (79)
tgaddair (59)
justinxzhao (57)
jeffkinnison (47)
geoffreyangus (40)
Infernaught (37)
abidwael (28)
ksbrar (16)
hungcs (9)
ethanreidel (9)
connor-mccorm (8)
mhabedank (8)
ShreyaR (7)
dennisrall (7)

Top Issue Labels

feature (74)
bug (48)
help wanted (25)
waiting for answer (22)
looking into it (16)
llm (14)
discussion (12)
dependency (9)
productivity and code quality (5)
tests (5)
release-0.6 (5)
dependencies (4)
ray (3)
easy (3)
nice to have (2)
messaging (1)
documentation (1)
invalid (1)

Top Pull Request Labels

bug (3)
waiting for answer (1)
release-0.8 (1)
autocreated (1)
release-0.7 (1)

Package metadata

Total packages: 6
Total downloads:
- pypi: 3,086 last-month
Total docker downloads: 1,575
Total dependent packages: 1 (may contain duplicates)
Total dependent repositories: 119 (may contain duplicates)
Total versions: 310
Total maintainers: 5
Total advisories: 2

pypi.org: ludwig

Declarative machine learning: End-to-end machine learning pipelines using data-driven configurations.

Homepage: https://github.com/ludwig-ai/ludwig
Documentation: https://ludwig.ai
Licenses: Apache-2.0
Latest release: 0.17.8 (published 17 days ago)
Last Synced: 2026-08-11T22:03:50.959Z (1 day ago)
Versions: 77
Dependent Packages: 1
Dependent Repositories: 119
Downloads: 3,086 Last month
Docker Downloads: 1,575
Rankings:
- Stargazers count: 0.252%
- Forks count: 1.252%
- Dependent repos count: 1.374%
- Docker downloads count: 2.254%
- Average: 2.288%
- Downloads: 3.802%
- Dependent packages count: 4.798%
Maintainers (5)
Advisories:
- Ludwig framework is vulnerable to insecure deserialization in its model serving component
- Ludwig framework is vulnerable to insecure deserialization through its predict() method.

proxy.golang.org: github.com/ludwig-ai/ludwig/ludwig/profiling

Homepage: https://github.com/ludwig-ai/ludwig
Documentation: https://pkg.go.dev/github.com/ludwig-ai/ludwig/ludwig/profiling#section-documentation
Licenses: Apache-2.0
Latest release: v0.5.4-0.20221220054142-f651017e527d (published over 3 years ago)
Last Synced: 2026-08-11T22:03:49.157Z (1 day ago)
Versions: 5
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Forks count: 0.578%
- Stargazers count: 0.615%
- Average: 4.385%
- Dependent packages count: 6.999%
- Dependent repos count: 9.346%

proxy.golang.org: github.com/ludwig-ai/ludwig/dataset_profile

Homepage: https://github.com/ludwig-ai/ludwig
Documentation: https://pkg.go.dev/github.com/ludwig-ai/ludwig/dataset_profile#section-documentation
Licenses: Apache-2.0
Latest release: v0.0.0-20221212095559-37e6cf381bc0 (published over 3 years ago)
Last Synced: 2026-08-11T22:03:50.935Z (1 day ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Forks count: 0.578%
- Stargazers count: 0.615%
- Average: 4.385%
- Dependent packages count: 6.999%
- Dependent repos count: 9.346%

proxy.golang.org: github.com/ludwig-ai/ludwig/ludwig/profiling/go

Homepage: https://github.com/ludwig-ai/ludwig
Documentation: https://pkg.go.dev/github.com/ludwig-ai/ludwig/ludwig/profiling/go#section-documentation
Licenses: Apache-2.0
Latest release: v0.5.4-0.20221212101555-65e38058af5f (published over 3 years ago)
Last Synced: 2026-08-11T22:03:51.156Z (1 day ago)
Versions: 166
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Forks count: 0.579%
- Stargazers count: 0.615%
- Average: 4.385%
- Dependent packages count: 6.999%
- Dependent repos count: 9.346%

proxy.golang.org: github.com/ludwig-ai/ludwig

Homepage: https://github.com/ludwig-ai/ludwig
Documentation: https://pkg.go.dev/github.com/ludwig-ai/ludwig#section-documentation
Licenses: Apache-2.0
Latest release: v0.17.8 (published 17 days ago)
Last Synced: 2026-08-11T22:03:51.134Z (1 day ago)
Versions: 60
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Forks count: 0.579%
- Stargazers count: 0.616%
- Average: 4.385%
- Dependent packages count: 6.999%
- Dependent repos count: 9.346%

proxy.golang.org: github.com/ludwig-ai/ludwig/dp

Homepage: https://github.com/ludwig-ai/ludwig
Documentation: https://pkg.go.dev/github.com/ludwig-ai/ludwig/dp#section-documentation
Licenses: Apache-2.0
Latest release: v0.0.0-20221208172310-cf1034b64976 (published over 3 years ago)
Last Synced: 2026-08-11T22:03:52.246Z (1 day ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Forks count: 0.579%
- Stargazers count: 0.616%
- Average: 4.385%
- Dependent packages count: 6.999%
- Dependent repos count: 9.346%

Dependencies

.github/workflows/docker.yml actions

actions/checkout v2 composite
aws-actions/configure-aws-credentials v1 composite
crazy-max/ghaction-docker-meta v2 composite
docker/build-push-action v2 composite
docker/login-action v1 composite
docker/setup-buildx-action v1 composite
docker/setup-qemu-action v1 composite
machulav/ec2-github-runner v2.3.2 composite

.github/workflows/pytest.yml actions

actions/cache v2 composite
actions/checkout v2 composite
actions/setup-python v2 composite
actions/upload-artifact v2 composite
fclairamb/minio-github-actions * docker

.github/workflows/pytest_slow.yml actions

actions/cache v2 composite
actions/checkout v2 composite
actions/setup-python v2 composite
actions/upload-artifact v2 composite
aws-actions/configure-aws-credentials v1 composite
machulav/ec2-github-runner v2.3.2 composite

.github/workflows/test-results.yml actions

EnricoMi/publish-unit-test-result-action v1 composite

.github/workflows/upload-pypi.yml actions

actions/checkout v2 composite
actions/setup-python v2 composite

.devcontainer/Dockerfile docker

ludwigai/ludwig-ray master build

docker/ludwig/Dockerfile docker

python 3.8.13-slim build

docker/ludwig-gpu/Dockerfile docker

pytorch/pytorch 2.0.0-cuda11.7-cudnn8-devel build

docker/ludwig-ray/Dockerfile docker

rayproject/ray 2.3.1-py38 build

docker/ludwig-ray-gpu/Dockerfile docker

rayproject/ray 2.3.1-py38-cu118 build

tests/docker-compose.yml docker

minio/minio latest

pyproject.toml pypi

examples/serve/prometheus_monitoring/docker-compose.yml docker

grafana/grafana latest
ludwigai/ludwig latest
prom/prometheus latest

.github/workflows/schema.yml actions

actions/checkout v4 composite
actions/setup-python v5 composite
cpina/github-action-push-to-another-repository v1.7.2 composite

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