tnt

A lightweight library for PyTorch training tools and utilities

Science Score: 36.0%

This score indicates how likely this project is to be science-related based on various indicators:

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CITATION.cff file
✓
codemeta.json file
Found codemeta.json file
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.zenodo.json file
Found .zenodo.json file
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DOI references
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Academic publication links
✓
Committers with academic emails
6 of 145 committers (4.1%) from academic institutions
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Institutional organization owner
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JOSS paper metadata
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Scientific vocabulary similarity
Low similarity (11.3%) to scientific vocabulary

Keywords

deep-learning machine-learning neural-network python pytorch reinforcement-learning

Keywords from Contributors

autograd tensor audio speech transformer interpretable-ml interpretable-ai interpretability feature-importance feature-attribution

Last synced: 6 months ago · JSON representation

Repository

A lightweight library for PyTorch training tools and utilities

Basic Info

Host: GitHub
Owner: pytorch
License: other
Language: Python
Default Branch: master
Homepage: https://pytorch.org/tnt/
Size: 8.59 MB

Statistics

Stars: 1,707
Watchers: 43
Forks: 293
Open Issues: 96
Releases: 0

Topics

deep-learning machine-learning neural-network python pytorch reinforcement-learning

Created about 9 years ago · Last pushed 6 months ago

Metadata Files

Readme Contributing License Code of conduct

TNT

TNT is a library for PyTorch training tools and utilities.

Installation

TNT can be installed with pip:

buildoutcfg pip install torchtnt Or, alternatively, via conda:

buildoutcfg conda install -c conda-forge torchtnt

If you run into issues, make sure that Pytorch is installed first.

You can also install the latest version from master. Just run:

buildoutcfg pip install git+https://github.com/pytorch/tnt.git@master

To update to the latest version from master:

buildoutcfg pip install --upgrade git+https://github.com/pytorch/tnt.git@master

Owner

Name: pytorch
Login: pytorch
Kind: organization
Location: where the eigens are valued

Website: https://pytorch.org
Repositories: 83
Profile: https://github.com/pytorch

GitHub Events

Total

Issues event: 1
Watch event: 54
Issue comment event: 198
Push event: 111
Pull request review event: 3
Pull request review comment event: 1
Pull request event: 158
Fork event: 19
Create event: 2

Last Year

Issues event: 1
Watch event: 54
Issue comment event: 198
Push event: 111
Pull request review event: 3
Pull request review comment event: 1
Pull request event: 158
Fork event: 19
Create event: 2

Committers

Last synced: 10 months ago

All Time

Total Commits: 1,056
Total Committers: 145
Avg Commits per committer: 7.283
Development Distribution Score (DDS): 0.797

Past Year

Commits: 158
Committers: 27
Avg Commits per committer: 5.852
Development Distribution Score (DDS): 0.639

Top Committers

Name	Email	Commits
Jason Senthil	j**l@m**m	214
Danielle Pintz	d**z@m**m	169
Gal Rotem	g**m@m**m	94
Diego Urgell	d**l@m**m	83
Ananth Subramaniam	a**b@m**m	80
Danielle Pintz	d**z@f**m	50
Ananth Subramaniam	a**b@f**m	45
Sergey Zagoruyko	z**2@g**m	43
Xu Kui	x**i@s**m	14
Sasank Chilamkurthy	s**y@g**m	13
Edward Wang (EcoF)	h**k@f**m	12
Saurabh Mishra	m**h@m**m	12
Alan Du	a**u@m**m	8
generatedunixname89002005307016	g**6@m**m	7
Sasha Sax	a**x@s**u	7
Max deGroot	a**t@v**u	7
Nikhil Gupta	n**a@m**m	6
Lucas Pasqualin	l**n@m**m	6
Alex Sax	a**x@g**m	5
Fernando Hernandez	f**m@m**m	5
Facebook Community Bot	f****t	5
generatedunixname89002005307016	g**6@f**m	5
Danny Huang	d**g@m**m	4
Rohan Varma	r**1@m**m	4
Pyre Bot Jr		4
Ethan Henderson	e**n@m**m	4
Soumith Chintala	s**h@g**m	3
Victor Komarov	v**r@m**m	3
Will Frey	w**y@d**m	3
Lin Zhao	l**o@f**m	3
and 115 more...

Committer Domains (Top 20 + Academic)

meta.com: 73 fb.com: 32 sensetime.com: 1 stanford.edu: 1 vanderbilt.edu: 1 digitalreasoning.com: 1 imagen.ai: 1 163.com: 1 dia.co: 1 spamgourmet.com: 1 waya.ai: 1 posteo.de: 1 tum.de: 1 student.uva.nl: 1 pennmedicine.upenn.edu: 1 samestep.com: 1 iith.ac.in: 1

Issues and Pull Requests

Last synced: 6 months ago

All Time

Total issues: 14
Total pull requests: 961
Average time to close issues: 3 months
Average time to close pull requests: 3 days
Total issue authors: 12
Total pull request authors: 76
Average comments per issue: 0.86
Average comments per pull request: 2.53
Merged pull requests: 0
Bot issues: 0
Bot pull requests: 0

Past Year

Issues: 2
Pull requests: 228
Average time to close issues: N/A
Average time to close pull requests: 3 days
Issue authors: 2
Pull request authors: 28
Average comments per issue: 0.0
Average comments per pull request: 2.71
Merged pull requests: 0
Bot issues: 0
Bot pull requests: 0

View more stats

Top Authors

Issue Authors

sarthakpati (2)
haarisr (2)
rayg1234 (1)
ksachdeva (1)
quancs (1)
yiminglin-ai (1)
galrotem (1)
rohan-varma (1)
alanhdu (1)
nubertj (1)
djl70 (1)
diego-urgell (1)

Pull Request Authors

JKSenthil (307)
diego-urgell (167)
galrotem (128)
daniellepintz (106)
ananthsub (34)
saumishr (31)
LucasLLC (17)
alanhdu (16)
connernilsen (10)
schwarzmx (9)
gunchu (8)
vbourgin (6)
ethan626 (5)
rohan-varma (5)
dahsh (5)

Top Labels

Issue Labels

cla signed (1) fb-exported (1)

Pull Request Labels

cla signed (877) fb-exported (845) Reverted (1)

Packages

Total packages: 5
Total downloads:
- pypi 318,287 last-month
Total docker downloads: 13,604

Total dependent packages: 5
(may contain duplicates)
Total dependent repositories: 292
(may contain duplicates)
Total versions: 610
Total maintainers: 4

pypi.org: torchnet

an abstraction to train neural networks

Homepage: https://github.com/pytorch/tnt/
Documentation: https://torchnet.readthedocs.io/
License: BSD
Latest release: 0.0.4
published over 7 years ago

Versions: 3
Dependent Packages: 1
Dependent Repositories: 284
Downloads: 4,010 Last month
Docker Downloads: 13,548

Rankings

Dependent repos count: 0.9%

Docker downloads count: 1.4%

Stargazers count: 1.7%

Average: 2.3%

Dependent packages count: 3.2%

Forks count: 3.3%

Downloads: 3.4%

Maintainers (1)

Pytorch

Last synced: 6 months ago

pypi.org: torchtnt

A lightweight library for PyTorch training tools and utilities

Homepage: https://github.com/pytorch/tnt
Documentation: https://torchtnt.readthedocs.io/
License: BSD-3
Latest release: 0.2.4
published almost 2 years ago

Versions: 13
Dependent Packages: 2
Dependent Repositories: 5
Downloads: 313,577 Last month
Docker Downloads: 56

Rankings

Stargazers count: 1.7%

Dependent packages count: 2.1%

Docker downloads count: 2.8%

Forks count: 3.3%

Average: 3.6%

Downloads: 4.8%

Dependent repos count: 6.7%

Maintainers (2)

facebook daniellepintz

Last synced: 6 months ago

pypi.org: torchtnt-nightly

A lightweight library for PyTorch training tools and utilities

Homepage: https://github.com/pytorch/tnt
Documentation: https://torchtnt-nightly.readthedocs.io/
License: BSD-3
Latest release: 2024.8.1
published over 1 year ago

Versions: 584
Dependent Packages: 2
Dependent Repositories: 1
Downloads: 657 Last month

Rankings

Stargazers count: 1.7%

Forks count: 3.3%

Downloads: 3.8%

Dependent packages count: 7.3%

Average: 7.6%

Dependent repos count: 22.1%

Maintainers (2)

facebook daniellepintz

Last synced: 6 months ago

proxy.golang.org: github.com/pytorch/tnt

Documentation: https://pkg.go.dev/github.com/pytorch/tnt#section-documentation
License: other
Latest release: v0.0.5
published over 6 years ago

Versions: 2
Dependent Packages: 0
Dependent Repositories: 0

Rankings

Dependent packages count: 7.0%

Average: 8.2%

Dependent repos count: 9.3%

Last synced: 6 months ago

pypi.org: tnt

A toolkit for training

Homepage: https://github.com/pytorch/tnt
Documentation: https://tnt.readthedocs.io/
License: other
Latest release: 0.0.1
published over 3 years ago

Versions: 8
Dependent Packages: 0
Dependent Repositories: 2
Downloads: 43 Last month

Rankings

Stargazers count: 1.7%

Forks count: 3.3%

Dependent packages count: 7.3%

Dependent repos count: 11.8%

Average: 12.5%

Downloads: 38.3%

Maintainers (1)

edward-io

Last synced: 6 months ago

Dependencies

dev-requirements.txt pypi

pytest * development
pytest-cov * development

docs/requirements.txt pypi

sphinx *

requirements.txt pypi

fsspec *
numpy *
psutil *
setuptools *
tensorboard *
torch *
typing_extensions *

.github/workflows/build_docs.yaml actions

JamesIves/github-pages-deploy-action v4.4.1 composite
actions/checkout v2 composite
conda-incubator/setup-miniconda v2 composite

.github/workflows/nightly_build_cpu.yaml actions

actions/checkout v2 composite
conda-incubator/setup-miniconda v2 composite

.github/workflows/pre_commit.yaml actions

actions/checkout v3 composite
actions/setup-python v3 composite
pre-commit/action v3.0.0 composite

.github/workflows/release_build.yaml actions

JamesIves/github-pages-deploy-action v4.4.1 composite
actions/checkout v2 composite
conda-incubator/setup-miniconda v2 composite

.github/workflows/test.yaml actions

actions/checkout v2 composite
codecov/codecov-action v2 composite
conda-incubator/setup-miniconda v2 composite

examples/mnist/requirements.txt pypi

torch *
torcheval *
torchtnt *
torchvision *

examples/torchrec/requirements.txt pypi

torch *
torcheval *
torchrec *
torchtnt *

pyproject.toml pypi

setup.py pypi

tnt

Science Score: 36.0%

Keywords

Keywords from Contributors

Repository

Basic Info

Statistics

Topics

Metadata Files

README.md

TNT

Installation

Owner

GitHub Events

Total

Last Year

Committers

All Time

Past Year

Top Committers

Committer Domains (Top 20 + Academic)

Issues and Pull Requests

All Time

Past Year

Top Authors

Issue Authors

Pull Request Authors

Top Labels

Issue Labels

Pull Request Labels

Packages

pypi.org: torchnet

Rankings

Maintainers (1)

pypi.org: torchtnt

Rankings

Maintainers (2)

pypi.org: torchtnt-nightly

Rankings

Maintainers (2)

proxy.golang.org: github.com/pytorch/tnt

Rankings

pypi.org: tnt

Rankings

Maintainers (1)

Dependencies