https://github.com/asyml/forte

Forte is a flexible and powerful ML workflow builder. This is part of the CASL project: http://casl-project.ai/
https://github.com/asyml/forte

Keywords

data-processing deep-learning information-retrieval machine-learning natural-language natural-language-processing pipeline python text-data

Keywords from Contributors

text-generation bert gpt-2 xlnet casl-project dialog-systems roberta texar texar-pytorch spacy

Last synced: 11 months ago
JSON representation

Acceptance Criteria

Revelant topics? true
External users? true
Open source license? true
Active? true
Fork? false

Repository metadata

Forte is a flexible and powerful ML workflow builder. This is part of the CASL project: http://casl-project.ai/

Host: GitHub
URL: https://github.com/asyml/forte
Owner: asyml
License: apache-2.0
Created: 2019-08-09T18:12:12.000Z (over 5 years ago)
Default Branch: master
Last Pushed: 2024-02-05T17:54:48.000Z (over 1 year ago)
Last Synced: 2024-05-30T23:52:00.236Z (11 months ago)
Topics: data-processing, deep-learning, information-retrieval, machine-learning, natural-language, natural-language-processing, pipeline, python, text-data
Language: Python
Homepage:
Size: 17.8 MB
Stars: 236
Watchers: 19
Forks: 60
Open Issues: 105
Releases: 0
Metadata Files:
- Readme: README.md
- Changelog: HISTORY.rst
- Contributing: CONTRIBUTING.md
- License: LICENSE
- Code of conduct: CODE_OF_CONDUCT.md
- Citation: citation

Owner metadata

Name: ASYML
Login: asyml
Email:
Kind: organization
Description: Machine Learning as Machine Assembly, part of the CASL project https://www.casl-project.ai/
Website: asyml.io
Location:
Twitter:
Company:
Icon url: https://avatars.githubusercontent.com/u/42220794?v=4
Repositories: 9
Last ynced at: 2023-03-04T01:34:13.571Z
Profile URL: https://github.com/asyml

GitHub Events

Total

Create event: 77
Commit comment event: 13
Release event: 16
Delete event: 63
Member event: 23
Pull request event: 948
Fork event: 74
Issues event: 661
Watch event: 241
Issue comment event: 970
Public event: 1
Push event: 894
Gollum event: 14
Pull request review comment event: 3133
Pull request review event: 2539

Last Year

Create event: 3
Delete event: 1
Fork event: 4
Issue comment event: 19
Issues event: 6
Pull request event: 18
Pull request review comment event: 6
Pull request review event: 11
Push event: 4
Watch event: 20

Committers metadata

Last synced: about 1 year ago

Total Commits: 1,028
Total Committers: 53
Avg Commits per committer: 19.396
Development Distribution Score (DDS): 0.725

Commits in past year: 4
Committers in past year: 3
Avg Commits per committer in past year: 1.333
Development Distribution Score (DDS) in past year: 0.5

Name	Email	Commits
Hector	h**r@g**m	283
Wei Wei	w**i@p**m	98
hector.liu	h**u@p**m	97
yuhaoLucas	4**3@q**m	66
AvinashBukkittu	a**1@g**m	46
feipenghe	h**e@g**m	41
mylibrar	5****r	39
Pengzhi Gao	p**o@p**m	35
qinzzz	w**7@1**m	35
Allen Shi	h**i@p**m	33
Jiaqiang Ruan	j**6@g**m	26
Mansi Gupta	m**0@g**m	25
jrxk	x**f@g**m	16
Pushkar-Bhuse	4****e	15
Suqi Sun	s**n@m**l	12
Zecong Hu	z**u@p**m	11
wanglec	4****c	11
Piyush Yadav	p**y@g**m	10
Mansi Gupta	m**a@p**m	10
qinzzz	3****z	8
YanwenLin	y**l@a**u	8
jennyzhang-petuum	7****m	8
Zhanyuan Zhang	3****b	7
jieralice13	j**n@g**m	7
feipenghe	h**e@u**u	7
Atif Ahmed	a**3@g**m	7
Yanwen(Jason) Lin	3****l	6
cz9779	c**9@o**m	6
J007X	9****X	5
jzpang	j**3@g**m	4
and 23 more...

Committer domains:

Issue and Pull Request metadata

Last synced: 12 months ago

Total issues: 55
Total pull requests: 49
Average time to close issues: about 1 month
Average time to close pull requests: about 2 months
Total issue authors: 10
Total pull request authors: 13
Average comments per issue: 0.8
Average comments per pull request: 1.98
Merged pull request: 33
Bot issues: 0
Bot pull requests: 3

Past year issues: 1
Past year pull requests: 2
Past year average time to close issues: about 9 hours
Past year average time to close pull requests: N/A
Past year issue authors: 1
Past year pull request authors: 1
Past year average comments per issue: 4.0
Past year average comments per pull request: 0.0
Past year merged pull request: 0
Past year bot issues: 0
Past year bot pull requests: 2

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

Top Issue Authors

hepengfe (18)
mylibrar (12)
hunterhector (11)
J007X (6)
Pushkar-Bhuse (3)
bhaskar2443053 (1)
giveme2min (1)
nikhilranjan7 (1)
qinzzz (1)
wanglec (1)

Top Pull Request Authors

hepengfe (14)
hunterhector (8)
J007X (6)
Pushkar-Bhuse (6)
mylibrar (4)
dependabot[bot] (3)
batermj (2)
Piyush13y (1)
Xuezhi-Liang (1)
nikhilranjan7 (1)
qinzzz (1)
TrellixVulnTeam (1)
bhaskar2443053 (1)

Top Issue Labels

data_efficiency (19)
topic:cv (15)
topic: ontology (8)
topic: data (6)
topic: examples (2)
priority: medium (1)
topic: infra (1)
topic: interface (1)
topic: docs (1)
test_cases (1)
topic:audio (1)
enhancement (1)
priority: low (1)
question (1)

Top Pull Request Labels

topic: data (7)
topic:cv (7)
data_efficiency (4)
topic: ontology (3)
dependencies (3)
topic: examples (2)
topic: docs (1)

Package metadata

Total packages: 1
Total downloads:
- pypi: 173 last-month
Total dependent packages: 0
Total dependent repositories: 6
Total versions: 13
Total maintainers: 1

pypi.org: forte

Forte is extensible framework for building composable and modularized NLP workflows.

Homepage: https://github.com/asyml/forte
Documentation: https://forte.readthedocs.io/
Licenses: Apache License Version 2.0
Latest release: 0.2.0 (published about 3 years ago)
Last Synced: 2024-05-29T11:01:04.799Z (12 months ago)
Versions: 13
Dependent Packages: 0
Dependent Repositories: 6
Downloads: 173 Last month
Rankings:
- Stargazers count: 4.414%
- Forks count: 5.396%
- Dependent repos count: 6.038%
- Average: 8.355%
- Dependent packages count: 10.002%
- Downloads: 15.925%
Maintainers (1)
- hunterhector

Dependencies

.github/workflows/main.yml actions

actions/cache v3 composite
actions/cache v2 composite
actions/checkout v3 composite
actions/checkout v2 composite
actions/setup-python v4 composite
actions/setup-python v2 composite
mxschmitt/action-tmate v3 composite
peter-evans/repository-dispatch v1 composite

.github/workflows/pypi.yml actions

actions/checkout v2 composite
actions/setup-python v2 composite
pypa/gh-action-pypi-publish release/v1 composite

.github/workflows/testpypi.yml actions

actions/checkout v2 composite
actions/setup-python v2 composite
pypa/gh-action-pypi-publish release/v1 composite

docs/requirements.txt pypi

Pygments >=2.1.1
asyml_utilities *
elasticsearch ==7.5.1
faiss-cpu >=1.6.1
fastapi ==0.65.2
funcsigs *
jinja2 <=3.0.3
jsonpickle >=1.4
jsonschema >=3.0.2
mypy_extensions *
myst-parser >=0.14.0
nbautoexport ==0.4.0
nbsphinx ==0.8.8
nltk ==3.6.6
pyyaml >=5.4
sortedcontainers >=2.1.0
sphinx <4
sphinx-comments *
sphinx-rtd-theme >=0.5.0
sphinx_autodoc_typehints *
sphinxcontrib-spelling *
testbook *
texar-pytorch >=0.1.2
transformers >=3.1
typed_ast >=1.5.0
typed_astunparse *
typing >=3.7.4
typing-inspect >=0.6.0
uvicorn ==0.14.0

examples/audio/requirements.txt pypi

sounddevice >=0.4.4
soundfile >=0.10.3
transformers >=4.15.0

examples/content_rewriter/requirements.txt pypi

h5py *
munkres *
nltk *
numpy *
pyxdameraulevenshtein *
scikit-learn *

examples/twitter_sentiment_analysis/requirements.txt pypi

forte.tweepy *
forte.vader *
torch >=1.5.0

requirements.txt pypi

asyml-utilities *
dataclasses *
enum34 *
funcsigs ==1.0.2
importlib-resources ==5.1.4
jsonpickle >=1.4
jsonschema >=3.0.2
mypy_extensions *
numpy >=1.16
packaging *
pyyaml >=5.4
smart-open ==1.8.4
sortedcontainers >=2.1.0
typed_ast >=1.5.0
typed_astunparse *
typing-inspect >=0.6.0

setup.py pypi

asyml-utilities *
dataclasses *
enum34 ==1.1.10
funcsigs >=1.0.2
importlib-resources >=5.1.4
jsonpickle >=1.4
jsonschema >=3.0.2
numpy >=1.16.6
pyyaml >=5.4
smart-open >=1.8.4
sortedcontainers >=2.1.0
typed_ast >=1.5.0
typed_astunparse >=2.1.4
typing >=3.7.4
typing-inspect >=0.6.0

examples/clinical_pipeline/requirements.txt pypi

pyproject.toml pypi

Score: 14.995131241725849

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