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tensorflow

An Open Source Machine Learning Framework for Everyone

https://github.com/tensorflow/tensorflow

Science Score: 46.0%

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

  • ○
    CITATION.cff file
  • ○
    codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
  • ✓
    DOI references
    Found 3 DOI reference(s) in README
  • ✓
    Academic publication links
    Links to: zenodo.org
  • ✓
    Committers with academic emails
    126 of 4101 committers (3.1%) from academic institutions
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (11.9%) to scientific vocabulary

Keywords

deep-learning deep-neural-networks distributed machine-learning ml neural-network python tensorflow

Keywords from Contributors

distributed-training search-engine scalability advertising recommendation-engine jax tensor autograd transformers research
Last synced: 13 days ago · JSON representation

Repository

An Open Source Machine Learning Framework for Everyone

Basic Info
  • Host: GitHub
  • Owner: tensorflow
  • License: apache-2.0
  • Language: C++
  • Default Branch: master
  • Homepage: https://tensorflow.org
  • Size: 1.11 GB
Statistics
  • Stars: 191,438
  • Watchers: 7,454
  • Forks: 74,807
  • Open Issues: 1,527
  • Releases: 219
Topics
deep-learning deep-neural-networks distributed machine-learning ml neural-network python tensorflow
Created over 10 years ago · Last pushed 10 months ago
Metadata Files
Readme Contributing License Code of conduct Citation Codeowners Security Authors Zenodo

README.md

Python PyPI DOI CII Best Practices OpenSSF Scorecard Fuzzing Status Fuzzing Status OSSRank Contributor Covenant

Documentation | ------------------- | Documentation |

TensorFlow is an end-to-end open source platform for machine learning. It has a comprehensive, flexible ecosystem of tools, libraries, and community resources that lets researchers push the state-of-the-art in ML and developers easily build and deploy ML-powered applications.

TensorFlow was originally developed by researchers and engineers working within the Machine Intelligence team at Google Brain to conduct research in machine learning and neural networks. However, the framework is versatile enough to be used in other areas as well.

TensorFlow provides stable Python and C++ APIs, as well as a non-guaranteed backward compatible API for other languages.

Keep up-to-date with release announcements and security updates by subscribing to announce@tensorflow.org. See all the mailing lists.

Install

See the TensorFlow install guide for the pip package, to enable GPU support, use a Docker container, and build from source.

To install the current release, which includes support for CUDA-enabled GPU cards (Ubuntu and Windows):

pip install tensorflow

Other devices (DirectX and MacOS-metal) are supported using Device Plugins.

A smaller CPU-only TensorFlow package is also available:

pip install tensorflow-cpu

To update TensorFlow to the latest version, add the --upgrade flag to the commands above.

Nightly binaries are available for testing using the tf-nightly and tf-nightly-cpu packages on PyPI.

Try your first TensorFlow program

shell $ python

```python

import tensorflow as tf tf.add(1, 2).numpy() 3 hello = tf.constant('Hello, TensorFlow!') hello.numpy() b'Hello, TensorFlow!' ```

For more examples, see the TensorFlow Tutorials.

Contribution guidelines

If you want to contribute to TensorFlow, be sure to review the Contribution Guidelines. This project adheres to TensorFlow's Code of Conduct. By participating, you are expected to uphold this code.

We use GitHub Issues for tracking requests and bugs, please see TensorFlow Forum for general questions and discussion, and please direct specific questions to Stack Overflow.

The TensorFlow project strives to abide by generally accepted best practices in open-source software development.

Patching guidelines

Follow these steps to patch a specific version of TensorFlow, for example, to apply fixes to bugs or security vulnerabilities:

  • Clone the TensorFlow repository and switch to the appropriate branch for your desired versionfor example, r2.8 for version 2.8.
  • Apply the desired changes (i.e., cherry-pick them) and resolve any code conflicts.
  • Run TensorFlow tests and ensure they pass.
  • Build the TensorFlow pip package from source.

Continuous build status

You can find more community-supported platforms and configurations in the TensorFlow SIG Build Community Builds Table.

Official Builds

Build Type | Status | Artifacts ----------------------------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | --------- Linux CPU | Status | PyPI Linux GPU | Status | PyPI Linux XLA | Status | TBA macOS | Status | PyPI Windows CPU | Status | PyPI Windows GPU | Status | PyPI Android | Status | Download Raspberry Pi 0 and 1 | Status | Py3 Raspberry Pi 2 and 3 | Status | Py3

Resources

Learn more about the TensorFlow Community and how to Contribute.

Courses

License

Apache License 2.0

Owner

  • Name: tensorflow
  • Login: tensorflow
  • Kind: organization
  • Email: github-admin@tensorflow.org

Committers

Last synced: about 1 year ago

All Time
  • Total Commits: 166,342
  • Total Committers: 4,101
  • Avg Commits per committer: 40.561
  • Development Distribution Score (DDS): 0.729
Past Year
  • Commits: 15,382
  • Committers: 514
  • Avg Commits per committer: 29.926
  • Development Distribution Score (DDS): 0.661
Top Committers
Name Email Commits
A. Unique TensorFlower g****r@t****g 45,069
Eugene Zhulenev e****v@g****m 2,259
Adrian Kuegel a****l@g****m 1,543
Mihai Maruseac m****c@g****m 1,531
Peter Hawkins p****s@g****m 1,517
Yong Tang y****b@o****m 1,450
A. Unique TensorFlower n****y@t****g 1,340
Derek Murray m****y@g****m 1,201
George Karpenkov c****e@g****m 1,161
Gunhan Gulsoy g****n@g****m 1,142
Raman Sarokin s****n@g****m 1,131
Jacques Pienaar j****r@g****m 1,006
Benjamin Kramer k****b@g****m 932
Scott Zhu s****u@g****m 908
Mehdi Amini a****m@g****m 894
Justin Lebar j****r@g****m 889
River Riddle r****e@g****m 888
Sanjoy Das s****y@g****m 887
Benoit Steiner b****r@g****m 839
Alexander Belyaev p****n@g****m 809
Shanqing Cai c****s@g****m 753
Christian Sigg c****g@g****m 748
Dan Moldovan m****n@g****m 742
Allen Lavoie a****l@g****m 716
Smit Hinsu h****u@g****m 701
Johannes Reifferscheid j****s@g****m 699
Yang Chen y****n@g****m 671
Jiri Simsa j****a@g****m 669
David Dunleavy d****y@g****m 652
Amit Patankar a****r@g****m 640
and 4,071 more...
Committer Domains (Top 20 + Academic)
google.com: 1070 intel.com: 94 nvidia.com: 69 arm.com: 50 qq.com: 37 amd.com: 25 us.ibm.com: 20 ibm.com: 17 microsoft.com: 16 163.com: 13 huawei.com: 11 naver.com: 11 amazon.com: 10 126.com: 10 graphcore.ai: 9 bytedance.com: 9 me.com: 8 gmx.de: 7 tencent.com: 6 polymagelabs.com: 6 dfki.de: 5 gatech.edu: 5 mit.edu: 5 kth.se: 4 pku.edu.cn: 4 ieee.org: 3 student.ethz.ch: 3 epfl.ch: 2 gmu.edu: 2 ntu.edu.tw: 2 iith.ac.in: 2 sjtu.edu.cn: 2 utexas.edu: 2 alum.mit.edu: 2 uw.edu: 2 cern.ch: 2 inria.fr: 2 stanford.edu: 2 rutgers.edu: 2 nyu.edu: 2 tum.de: 2 buaa.edu.cn: 1 ucl.ac.uk: 1 purdue.edu: 1 eee.upd.edu.ph: 1 stud.ntnu.no: 1 u.nus.edu: 1 jhu.edu: 1 student.tudelft.nl: 1 nevada.unr.edu: 1 duke.edu: 1 students.iiserpune.ac.in: 1 surrey.ac.uk: 1 illinois.edu: 1 bmsce.ac.in: 1 goa.bits-pilani.ac.in: 1 iisc.ac.in: 1 tu-dresden.de: 1 ucsd.edu: 1 nsec.ac.in: 1 iml.fraunhofer.de: 1 cs.cornell.edu: 1 up.edu.ph: 1 tu-dortmund.de: 1 ornl.gov: 1 soton.ac.uk: 1 uni-mainz.de: 1 coep.ac.in: 1 gold.ac.uk: 1 njit.edu: 1 metu.edu.tr: 1 columbia.edu: 1 alumni.harvard.edu: 1 uci.edu: 1 gapp.nthu.edu.tw: 1 bjfu.edu.cn: 1 ku.edu.tr: 1 student.kit.edu: 1 cs.cmu.edu: 1 scu.edu: 1 drexel.edu: 1 eecs.berkeley.edu: 1 alumni.stanford.edu: 1 trinity.edu: 1 uni-duesseldorf.de: 1 ais.uni-bonn.de: 1 cse.iitm.ac.in: 1 cs.utexas.edu: 1 appstate.edu: 1 cs.washington.edu: 1 cornell.edu: 1 polytechnique.edu: 1 klis.tsukuba.ac.jp: 1 ee.columbia.edu: 1 berkeley.edu: 1 umn.edu: 1 anl.gov: 1 bt.iitr.ac.in: 1 srmap.edu.in: 1 iiitmanipur.ac.in: 1 wisc.edu: 1 student.tue.nl: 1 u.rochester.edu: 1 ualberta.ca: 1 imperial.ac.uk: 1 iastate.edu: 1 vt.edu: 1 xs.ustb.edu.cn: 1 bu.edu: 1

Issues and Pull Requests

Last synced: 10 months ago

All Time
  • Total issues: 5,268
  • Total pull requests: 47,536
  • Average time to close issues: over 1 year
  • Average time to close pull requests: 21 days
  • Total issue authors: 3,009
  • Total pull request authors: 549
  • Average comments per issue: 5.23
  • Average comments per pull request: 0.2
  • Merged pull requests: 15,440
  • Bot issues: 252
  • Bot pull requests: 45,595
Past Year
  • Issues: 1,891
  • Pull requests: 31,284
  • Average time to close issues: 8 days
  • Average time to close pull requests: 16 days
  • Issue authors: 749
  • Pull request authors: 262
  • Average comments per issue: 1.22
  • Average comments per pull request: 0.08
  • Merged pull requests: 10,082
  • Bot issues: 146
  • Bot pull requests: 30,432
View more stats
Top Authors
Issue Authors
  • copybara-service[bot] (244)
  • ghost (126)
  • ba05251670 (63)
  • valenpsiholog (62)
  • x0w3n (47)
  • xl1043237213 (46)
  • LongZE666 (45)
  • tudkhadiksds (30)
  • dmc1778 (27)
  • fotiksori (27)
  • farmicjifer (26)
  • JohnyWalter6699 (24)
  • somacsilaio (24)
  • djxnqp (24)
  • cheyennee (23)
Pull Request Authors
  • copybara-service[bot] (45,488)
  • dependabot[bot] (107)
  • tensorflow-jenkins (88)
  • SuryanarayanaY (77)
  • gaikwadrahul8 (52)
  • Venkat6871 (47)
  • elfringham (39)
  • LakshmiKalaKadali (39)
  • rtg0795 (38)
  • Tai78641 (23)
  • Tessil (22)
  • wonjeon (22)
  • chunhsue (20)
  • mdfaijul (19)
  • gzmkl (16)
Top Labels
Issue Labels
stat:awaiting response (2,496) stale (2,203) type:bug (1,704) stat:awaiting tensorflower (808) comp:lite (659) TFLiteConverter (654) comp:ops (623) type:build/install (586) type:feature (524) type:support (478) comp:keras (326) TF 2.15 (221) TF 2.16 (218) subtype: ubuntu/linux (215) type:performance (202) comp:apis (197) TF 2.11 (196) TF 2.9 (175) comp:gpu (165) stat:contribution welcome (164) TF 2.12 (164) 2.17 (161) TF 2.10 (149) TF 2.8 (140) subtype:windows (139) comp:xla (132) TF2.14 (128) type:others (128) TF 2.13 (127) TF 2.4 (116)
Pull Request Labels
ready to pull (837) awaiting review (667) size:XS (592) size:S (463) comp:lite (296) size:M (272) stale (207) comp:core (167) size:L (152) stat:awaiting response (122) dependencies (106) prtype:bugfix (98) size:XL (95) comp:lite-tosa (66) kokoro:force-run (61) comp:ops (58) python (54) docker (53) comp:mkl (51) comp:xla (51) invalid (50) cla: yes (40) comp:grappler (25) github_actions (23) type:bug (17) comp:gpu (16) comp:keras (14) TFLiteConverter (14) comp:data (11) stat:awaiting tensorflower (8)

Packages

  • Total packages: 74
  • Total downloads:
    • pypi 24,532,693 last-month
    • conda 9,450,561 total
  • Total docker downloads: 1,190,009,145
  • Total dependent packages: 3,298
    (may contain duplicates)
  • Total dependent repositories: 103,148
    (may contain duplicates)
  • Total versions: 9,460
  • Total maintainers: 32
  • Total advisories: 110
pypi.org: tensorflow

TensorFlow is an open source machine learning framework for everyone.

  • Versions: 154
  • Dependent Packages: 2,172
  • Dependent Repositories: 73,755
  • Downloads: 21,880,506 Last month
  • Docker Downloads: 1,113,359,952
Rankings
Stargazers count: 0.0%
Forks count: 0.0%
Dependent packages count: 0.0%
Dependent repos count: 0.0%
Downloads: 0.1%
Average: 0.1%
Docker downloads count: 0.3%
Maintainers (3)
tf-nightly mihaimaruseac rostam
Advisories (100)
Last synced: 4 months ago
cocoapods.org: TensorFlowLiteSwift

TensorFlow Lite for Swift

  • Versions: 1,309
  • Dependent Packages: 41
  • Dependent Repositories: 593
  • Docker Downloads: 12
Rankings
Stargazers count: 0.0%
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Average: 0.1%
Dependent repos count: 0.2%
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Maintainers (1)
tensorflow-cocoapods-authors@google.com
Last synced: about 1 year ago
cocoapods.org: TensorFlowLiteObjC

TensorFlow Lite for Objective-C

  • Versions: 1,259
  • Dependent Packages: 11
  • Dependent Repositories: 382
Rankings
Stargazers count: 0.0%
Forks count: 0.0%
Average: 0.3%
Dependent repos count: 0.3%
Dependent packages count: 0.8%
Maintainers (1)
tensorflow-cocoapods-authors@google.com
Last synced: over 1 year ago
pypi.org: tensorflow-cpu

TensorFlow is an open source machine learning framework for everyone.

  • Versions: 100
  • Dependent Packages: 88
  • Dependent Repositories: 2,483
  • Downloads: 1,716,275 Last month
  • Docker Downloads: 75,680,027
Rankings
Dependent repos count: 0.2%
Dependent packages count: 0.2%
Average: 0.3%
Downloads: 0.4%
Docker downloads count: 0.4%
Maintainers (3)
tf-nightly mihaimaruseac rostam
Advisories (100)
Last synced: 13 days ago
pypi.org: tensorflow-gpu

Removed: please install "tensorflow" instead.

  • Versions: 97
  • Dependent Packages: 155
  • Dependent Repositories: 11,499
  • Downloads: 33,019 Last month
  • Docker Downloads: 665,307
Rankings
Dependent repos count: 0.1%
Dependent packages count: 0.1%
Average: 0.4%
Downloads: 0.6%
Docker downloads count: 0.8%
Maintainers (3)
tf-nightly mihaimaruseac rostam
Advisories (100)
Last synced: 13 days ago
conda-forge.org: tensorflow

TensorFlow offers multiple levels of abstraction so you can choose the right one for your needs. Build and train models by using the high-level Keras API, which makes getting started with TensorFlow and machine learning easy.

  • Versions: 35
  • Dependent Packages: 114
  • Dependent Repositories: 703
  • Downloads: 2,713,411 Total
Rankings
Forks count: 0.0%
Stargazers count: 0.0%
Average: 0.4%
Dependent packages count: 0.7%
Dependent repos count: 1.0%
Last synced: 3 months ago
repo1.maven.org: org.tensorflow:tensorflow-lite

A library helps deploy machine learning models on mobile devices

  • Versions: 29
  • Dependent Packages: 44
  • Dependent Repositories: 2,338
Rankings
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Dependent repos count: 0.2%
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Dependent packages count: 1.5%
Last synced: 13 days ago
proxy.golang.org: github.com/tensorflow/tensorflow
  • Versions: 214
  • Dependent Packages: 85
  • Dependent Repositories: 98
  • Docker Downloads: 3,274
Rankings
Forks count: 0.0%
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Average: 0.5%
Dependent packages count: 0.5%
Dependent repos count: 0.6%
Docker downloads count: 1.1%
Last synced: 14 days ago
pypi.org: tensorflow-macos

TensorFlow is an open source machine learning framework for everyone.

  • Versions: 26
  • Dependent Packages: 130
  • Dependent Repositories: 2,634
  • Downloads: 72,298 Last month
  • Docker Downloads: 23,864
Rankings
Dependent packages count: 0.2%
Dependent repos count: 0.2%
Average: 0.7%
Downloads: 0.9%
Docker downloads count: 1.5%
Maintainers (5)
tf-nightly kulinseth jhavukainen dingshuhan skotapati
Last synced: 13 days ago
repo1.maven.org: org.tensorflow:proto

Java API for TensorFlow protocol buffers.

  • Versions: 46
  • Dependent Packages: 111
  • Dependent Repositories: 485
  • Docker Downloads: 127,947
Rankings
Forks count: 0.0%
Stargazers count: 0.0%
Dependent repos count: 0.6%
Dependent packages count: 0.7%
Average: 0.8%
Docker downloads count: 2.6%
Last synced: 13 days ago
pypi.org: tf-nightly

TensorFlow is an open source machine learning framework for everyone.

  • Versions: 1,132
  • Dependent Packages: 35
  • Dependent Repositories: 728
  • Downloads: 186,317 Last month
  • Docker Downloads: 30
Rankings
Dependent packages count: 0.3%
Dependent repos count: 0.5%
Downloads: 0.6%
Average: 0.9%
Docker downloads count: 2.2%
Maintainers (5)
tf-nightly mihaimaruseac rishikasinha rostam mhudgins
Last synced: about 1 month ago
repo1.maven.org: org.tensorflow:tensorflow

TensorFlow for Java: A software library for machine intelligence.

  • Versions: 49
  • Dependent Packages: 85
  • Dependent Repositories: 403
  • Docker Downloads: 6,404
Rankings
Forks count: 0.0%
Stargazers count: 0.0%
Dependent repos count: 0.7%
Dependent packages count: 0.9%
Average: 1.0%
Docker downloads count: 3.7%
Last synced: 13 days ago
pypi.org: tensorflow-intel

TensorFlow is an open source machine learning framework for everyone.

  • Versions: 41
  • Dependent Packages: 29
  • Dependent Repositories: 571
  • Downloads: 239,661 Last month
  • Docker Downloads: 127
Rankings
Downloads: 0.4%
Dependent repos count: 0.6%
Dependent packages count: 0.9%
Average: 1.1%
Docker downloads count: 2.6%
Maintainers (2)
ejan karenwu
Advisories (1)
Last synced: 14 days ago
repo1.maven.org: org.tensorflow:libtensorflow

Pure-Java code for the TensorFlow machine intelligence library.

  • Versions: 49
  • Dependent Packages: 46
  • Dependent Repositories: 77
  • Docker Downloads: 123,994
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Average: 1.3%
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Dependent repos count: 2.3%
Docker downloads count: 2.6%
Last synced: 13 days ago
repo1.maven.org: org.tensorflow:tensorflow-lite-gpu

A library helps deploy machine learning models on mobile devices

  • Versions: 22
  • Dependent Packages: 12
  • Dependent Repositories: 1,629
Rankings
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Last synced: 13 days ago
pypi.org: tensorflow-cpu-aws

TensorFlow is an open source machine learning framework for everyone.

  • Versions: 27
  • Dependent Packages: 12
  • Dependent Repositories: 35
  • Downloads: 190,084 Last month
  • Docker Downloads: 350
Rankings
Downloads: 0.7%
Dependent packages count: 1.4%
Average: 1.6%
Docker downloads count: 1.8%
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Maintainers (1)
aws-tf-arm-builds
Last synced: 13 days ago
pypi.org: intel-tensorflow

TensorFlow is an open source machine learning framework for everyone.

  • Versions: 26
  • Dependent Packages: 7
  • Dependent Repositories: 55
  • Downloads: 2,118 Last month
  • Docker Downloads: 10,781
Rankings
Dependent packages count: 1.2%
Docker downloads count: 1.7%
Average: 1.8%
Dependent repos count: 2.0%
Downloads: 2.2%
Maintainers (2)
IntelAI nervanasys
Advisories (1)
Last synced: 13 days ago
conda-forge.org: tensorflow-base

TensorFlow offers multiple levels of abstraction so you can choose the right one for your needs. Build and train models by using the high-level Keras API, which makes getting started with TensorFlow and machine learning easy.

  • Versions: 15
  • Dependent Packages: 10
  • Dependent Repositories: 317
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Dependent repos count: 1.7%
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Dependent packages count: 5.9%
Last synced: 3 months ago
proxy.golang.org: github.com/tensorflow/tensorflow/tensorflow/go

Package tensorflow is a Go binding to TensorFlow. The API is subject to change and may break at any time. TensorFlow (www.tensorflow.org) is an open source software library for numerical computation using data flow graphs. This package provides functionality to build and execute such graphs and depends on TensorFlow being available. For installation instructions see https://github.com/tensorflow/tensorflow/blob/master/tensorflow/go/README.md

  • Versions: 51
  • Dependent Packages: 1
  • Dependent Repositories: 3
Rankings
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Last synced: 14 days ago
repo1.maven.org: org.tensorflow:libtensorflow_jni

Platform-dependent native code for the TensorFlow Java library.

  • Versions: 49
  • Dependent Packages: 10
  • Dependent Repositories: 34
  • Docker Downloads: 4,922
Rankings
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Last synced: 14 days ago
pypi.org: tf-nightly-gpu

Removed: please install "tf-nightly" instead.

  • Versions: 434
  • Dependent Packages: 3
  • Dependent Repositories: 229
  • Downloads: 452 Last month
  • Docker Downloads: 52
Rankings
Dependent repos count: 1.0%
Docker downloads count: 1.4%
Dependent packages count: 2.4%
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Downloads: 6.4%
Maintainers (3)
tf-nightly mihaimaruseac rostam
Last synced: 14 days ago
pypi.org: tensorflow-rocm

TensorFlow is an open source machine learning framework for everyone.

  • Versions: 84
  • Dependent Packages: 5
  • Dependent Repositories: 21
  • Downloads: 2,292 Last month
  • Docker Downloads: 212
Rankings
Dependent packages count: 1.9%
Docker downloads count: 2.5%
Average: 2.9%
Dependent repos count: 3.2%
Downloads: 4.0%
Maintainers (3)
JasonF-amd rsanthanam-amd sunway513
Last synced: 14 days ago
pypi.org: tensorflow-aarch64

TensorFlow is an open source machine learning framework for everyone.

  • Versions: 51
  • Dependent Packages: 9
  • Dependent Repositories: 15
  • Downloads: 169,765 Last month
  • Docker Downloads: 1,741
Rankings
Dependent packages count: 1.1%
Average: 2.9%
Docker downloads count: 3.2%
Downloads: 3.5%
Dependent repos count: 3.7%
Maintainers (2)
tirdtoon agoodbody_linaro
Last synced: 14 days ago
repo1.maven.org: org.tensorflow:libtensorflow_jni_gpu

Platform-dependent native code with GPU (CUDA) support for the TensorFlow Java library.

  • Versions: 32
  • Dependent Packages: 10
  • Dependent Repositories: 25
  • Docker Downloads: 25
Rankings
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Average: 3.4%
Dependent repos count: 4.7%
Dependent packages count: 6.1%
Docker downloads count: 6.2%
Last synced: 14 days ago
conda-forge.org: tensorflow-estimator

TensorFlow offers multiple levels of abstraction so you can choose the right one for your needs. Build and train models by using the high-level Keras API, which makes getting started with TensorFlow and machine learning easy.

  • Versions: 14
  • Dependent Packages: 4
  • Dependent Repositories: 301
  • Downloads: 2,240,671 Total
Rankings
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Dependent repos count: 1.8%
Average: 3.6%
Dependent packages count: 12.5%
Last synced: 3 months ago
anaconda.org: tensorflow

TensorFlow offers multiple levels of abstraction so you can choose the right one for your needs. Build and train models by using the high-level Keras API, which makes getting started with TensorFlow and machine learning easy.

  • Versions: 30
  • Dependent Packages: 5
  • Dependent Repositories: 703
  • Downloads: 793,816 Total
Rankings
Stargazers count: 0.0%
Forks count: 0.0%
Average: 3.6%
Dependent repos count: 5.7%
Dependent packages count: 8.8%
Last synced: 3 months ago
repo1.maven.org: org.tensorflow:tensorflow-lite-api

A library helps deploy machine learning models on mobile devices

  • Versions: 13
  • Dependent Packages: 7
  • Dependent Repositories: 7
Rankings
Forks count: 0.0%
Stargazers count: 0.0%
Average: 4.4%
Dependent packages count: 8.4%
Dependent repos count: 9.3%
Last synced: 14 days ago
repo1.maven.org: org.tensorflow:tensorflow-android

Parent POM for the artifacts for TensorFlow for Java

  • Versions: 34
  • Dependent Packages: 3
  • Dependent Repositories: 181
Rankings
Forks count: 0.0%
Stargazers count: 0.0%
Dependent repos count: 1.3%
Average: 4.7%
Dependent packages count: 17.6%
Last synced: 14 days ago
proxy.golang.org: github.com/Tensorflow/tensorflow
  • Versions: 214
  • Dependent Packages: 0
  • Dependent Repositories: 0
Rankings
Dependent packages count: 4.8%
Average: 4.9%
Dependent repos count: 5.1%
Last synced: 14 days ago
proxy.golang.org: github.com/TensorFlow/tensorflow
  • Versions: 214
  • Dependent Packages: 0
  • Dependent Repositories: 0
Rankings
Dependent packages count: 4.9%
Average: 5.0%
Dependent repos count: 5.2%
Last synced: 14 days ago
pypi.org: tf-nightly-intel

TensorFlow is an open source machine learning framework for everyone.

  • Versions: 725
  • Dependent Packages: 5
  • Dependent Repositories: 2
  • Downloads: 19,651 Last month
Rankings
Dependent packages count: 1.6%
Downloads: 2.1%
Average: 5.1%
Dependent repos count: 11.6%
Maintainers (1)
IntelAI
Last synced: 3 months ago
pypi.org: tf-nightly-cpu

TensorFlow is an open source machine learning framework for everyone.

  • Versions: 1,134
  • Dependent Packages: 2
  • Dependent Repositories: 2
  • Downloads: 11,603 Last month
  • Docker Downloads: 107
Rankings
Downloads: 1.9%
Docker downloads count: 2.6%
Dependent packages count: 4.8%
Average: 5.2%
Dependent repos count: 11.5%
Maintainers (3)
tf-nightly mihaimaruseac rostam
Last synced: about 1 month ago
conda-forge.org: tensorflow-gpu

TensorFlow offers multiple levels of abstraction so you can choose the right one for your needs. Build and train models by using the high-level Keras API, which makes getting started with TensorFlow and machine learning easy.

  • Versions: 7
  • Dependent Packages: 2
  • Dependent Repositories: 181
  • Downloads: 577,977 Total
Rankings
Forks count: 0.0%
Stargazers count: 0.0%
Dependent repos count: 2.6%
Average: 5.5%
Dependent packages count: 19.6%
Last synced: 3 months ago
repo1.maven.org: org.tensorflow:tensorflow-lite-select-tf-ops

A library helps deploy machine learning models on mobile devices

  • Versions: 14
  • Dependent Packages: 1
  • Dependent Repositories: 386
Rankings
Forks count: 0.0%
Stargazers count: 0.0%
Dependent repos count: 0.7%
Average: 8.4%
Dependent packages count: 33.0%
Last synced: 14 days ago
pypi.org: tf-nightly-macos

TensorFlow is an open source machine learning framework for everyone.

  • Versions: 212
  • Dependent Packages: 3
  • Dependent Repositories: 1
  • Downloads: 317 Last month
Rankings
Dependent packages count: 2.4%
Downloads: 3.5%
Average: 9.1%
Dependent repos count: 21.5%
Maintainers (3)
kulinseth dingshuhan skotapati
Last synced: 14 days ago
pypi.org: tf-nightly-cpu-aws

TensorFlow is an open source machine learning framework for everyone.

  • Versions: 388
  • Dependent Packages: 5
  • Dependent Repositories: 1
  • Downloads: 1,089 Last month
Rankings
Dependent packages count: 1.6%
Downloads: 4.5%
Average: 9.2%
Dependent repos count: 21.6%
Maintainers (1)
aws-tf-arm-builds
Last synced: 14 days ago
proxy.golang.org: gopkg.in/tensorflow/tensorflow.v1
  • Versions: 74
  • Dependent Packages: 0
  • Dependent Repositories: 0
Rankings
Dependent packages count: 9.5%
Average: 10.1%
Dependent repos count: 10.7%
Last synced: 13 days ago
anaconda.org: tensorflow-base

TensorFlow offers multiple levels of abstraction so you can choose the right one for your needs. Build and train models by using the high-level Keras API, which makes getting started with TensorFlow and machine learning easy.

  • Versions: 30
  • Dependent Packages: 1
  • Dependent Repositories: 317
  • Downloads: 1,571,842 Total
Rankings
Stargazers count: 0.0%
Forks count: 0.0%
Dependent repos count: 10.0%
Average: 10.2%
Dependent packages count: 30.7%
Last synced: 3 months ago
repo1.maven.org: org.tensorflow:tensorflow-lite-support

A library with utilities and data structures to deploy TFLite models on-device

  • Versions: 13
  • Dependent Packages: 17
  • Dependent Repositories: 917
Rankings
Dependent repos count: 0.4%
Dependent packages count: 4.1%
Average: 10.4%
Forks count: 17.7%
Stargazers count: 19.3%
Last synced: 14 days ago
repo1.maven.org: org.tensorflow:tensorflow-lite-gpu-api

A library helps deploy machine learning models on mobile devices

  • Versions: 9
  • Dependent Packages: 1
  • Dependent Repositories: 3
Rankings
Forks count: 0.0%
Stargazers count: 0.0%
Average: 11.7%
Dependent repos count: 13.8%
Dependent packages count: 33.0%
Last synced: 14 days ago
nuget.org: binding.tensorflow.lite.support

TensorFlow Lite Support Binding.

  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
Rankings
Dependent repos count: 10.2%
Average: 12.0%
Dependent packages count: 13.9%
Last synced: 14 days ago
repo1.maven.org: org.tensorflow:tensorflow-lite-metadata

A util library to extract Model Metadata from TFLite Models

  • Versions: 19
  • Dependent Packages: 5
  • Dependent Repositories: 526
Rankings
Dependent repos count: 0.6%
Dependent packages count: 11.3%
Average: 12.2%
Forks count: 17.7%
Stargazers count: 19.3%
Last synced: 14 days ago
cocoapods.org: RCPrivateTensorFlowLiteSwift

Forked version of TensorFlow Lite for Swift

  • Versions: 7
  • Dependent Packages: 0
  • Dependent Repositories: 0
Rankings
Stargazers count: 0.0%
Forks count: 0.0%
Dependent packages count: 11.9%
Average: 13.2%
Dependent repos count: 40.7%
Maintainers (1)
dev.ryan.cha@gmail.com
Last synced: 14 days ago
conda-forge.org: libtensorflow_cc

TensorFlow offers multiple levels of abstraction so you can choose the right one for your needs. Build and train models by using the high-level Keras API, which makes getting started with TensorFlow and machine learning easy.

  • Versions: 15
  • Dependent Packages: 1
  • Dependent Repositories: 1
  • Downloads: 440,947 Total
Rankings
Forks count: 0.0%
Stargazers count: 0.0%
Average: 13.3%
Dependent repos count: 24.1%
Dependent packages count: 29.0%
Last synced: 3 months ago
pypi.org: intel-tensorflow-avx512

TensorFlow is an open source machine learning framework for everyone.

  • Versions: 17
  • Dependent Packages: 0
  • Dependent Repositories: 1
  • Downloads: 231 Last month
Rankings
Dependent packages count: 10.1%
Downloads: 10.2%
Average: 14.0%
Dependent repos count: 21.6%
Maintainers (2)
IntelAI nervanasys
Advisories (1)
Last synced: 14 days ago
pypi.org: tensorflow-rocm-enhanced

TensorFlow is an open source machine learning framework for everyone.

  • Versions: 19
  • Dependent Packages: 0
  • Dependent Repositories: 1
  • Downloads: 210 Last month
Rankings
Dependent packages count: 10.0%
Average: 15.9%
Downloads: 16.1%
Dependent repos count: 21.7%
Maintainers (4)
JasonF-amd sunway513 parallelo whchung
Last synced: 14 days ago
repo1.maven.org: org.tensorflow:tensorflow-lite-hexagon

A library helps deploy machine learning models on mobile devices

  • Versions: 14
  • Dependent Packages: 0
  • Dependent Repositories: 3
Rankings
Forks count: 0.0%
Stargazers count: 0.0%
Dependent repos count: 13.8%
Average: 16.0%
Dependent packages count: 50.2%
Last synced: 14 days ago
repo1.maven.org: org.tensorflow:tensorflow-lite-support-api

A library with utilities and data structures to deploy TFLite models on-device. It doesn't have TFLite interpreter dependency unlike "tensorflow-lite-support"

  • Versions: 9
  • Dependent Packages: 8
  • Dependent Repositories: 1
Rankings
Dependent packages count: 7.3%
Average: 16.2%
Forks count: 17.7%
Stargazers count: 19.3%
Dependent repos count: 20.7%
Last synced: 14 days ago
anaconda.org: tensorflow-gpu

TensorFlow offers multiple levels of abstraction so you can choose the right one for your needs. Build and train models by using the high-level Keras API, which makes getting started with TensorFlow and machine learning easy.

  • Versions: 24
  • Dependent Packages: 0
  • Dependent Repositories: 181
  • Downloads: 369,916 Total
Rankings
Stargazers count: 0.0%
Forks count: 0.0%
Dependent repos count: 14.6%
Average: 16.4%
Dependent packages count: 51.2%
Last synced: 3 months ago
repo1.maven.org: org.tensorflow:tensorflow-core-platform-mkl-gpu

Parent POM of TensorFlow core artifacts

  • Versions: 5
  • Dependent Packages: 0
  • Dependent Repositories: 2
Rankings
Forks count: 0.0%
Stargazers count: 0.0%
Dependent repos count: 16.1%
Average: 16.6%
Dependent packages count: 50.2%
Last synced: 14 days ago
repo1.maven.org: org.tensorflow:tensorflow-core-platform-mkl

Parent POM of TensorFlow core artifacts

  • Versions: 5
  • Dependent Packages: 0
  • Dependent Repositories: 2
Rankings
Forks count: 0.0%
Stargazers count: 0.0%
Dependent repos count: 16.1%
Average: 16.6%
Dependent packages count: 50.2%
Last synced: 14 days ago
conda-forge.org: tensorflow-cpu

TensorFlow offers multiple levels of abstraction so you can choose the right one for your needs. Build and train models by using the high-level Keras API, which makes getting started with TensorFlow and machine learning easy.

  • Versions: 9
  • Dependent Packages: 0
  • Dependent Repositories: 5
  • Downloads: 398,715 Total
Rankings
Forks count: 0.0%
Stargazers count: 0.0%
Dependent repos count: 14.8%
Average: 16.6%
Dependent packages count: 51.6%
Last synced: 3 months ago
pypi.org: tf-gpu

TensorFlow is an open source machine learning framework for everyone.

  • Versions: 18
  • Dependent Packages: 0
  • Dependent Repositories: 1
  • Downloads: 71 Last month
Rankings
Dependent packages count: 10.1%
Average: 17.1%
Downloads: 19.7%
Dependent repos count: 21.6%
Maintainers (1)
ssbuild
Last synced: 14 days ago
repo1.maven.org: org.tensorflow:parentpom

Parent POM for the artifacts for TensorFlow for Java

  • Versions: 49
  • Dependent Packages: 0
  • Dependent Repositories: 1
  • Docker Downloads: 17
Rankings
Forks count: 0.0%
Stargazers count: 0.0%
Average: 17.7%
Dependent repos count: 20.8%
Dependent packages count: 50.2%
Last synced: 14 days ago
pypi.org: tensorflow-cpu-test-package

TensorFlow is an open source machine learning framework for everyone.

  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 36 Last month
Rankings
Dependent packages count: 6.6%
Average: 18.6%
Dependent repos count: 30.6%
Maintainers (1)
edwin.shang
Last synced: 14 days ago
anaconda.org: tensorflow-gpu-base

TensorFlow provides multiple APIs.The lowest level API, TensorFlow Core provides you with complete programming control. Base GPU package contains only tensorflow, not tensorflow-tensorboard.

  • Versions: 5
  • Dependent Packages: 1
  • Dependent Repositories: 4
Rankings
Stargazers count: 0.0%
Forks count: 0.0%
Average: 18.8%
Dependent packages count: 30.7%
Dependent repos count: 44.7%
Last synced: 3 months ago
pypi.org: tensorflow-tflex

TensorFlow is an open source machine learning framework for everyone.

  • Versions: 4
  • Dependent Packages: 0
  • Dependent Repositories: 1
  • Downloads: 164 Last month
Rankings
Dependent packages count: 9.6%
Average: 20.6%
Dependent repos count: 21.9%
Downloads: 30.2%
Maintainers (1)
jie.hang
Last synced: 14 days ago
conda-forge.org: libtensorflow

TensorFlow offers multiple levels of abstraction so you can choose the right one for your needs. Build and train models by using the high-level Keras API, which makes getting started with TensorFlow and machine learning easy.

  • Versions: 15
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 342,021 Total
Rankings
Forks count: 0.0%
Stargazers count: 0.0%
Average: 21.3%
Dependent repos count: 34.0%
Dependent packages count: 51.2%
Last synced: 3 months ago
anaconda.org: tensorflow-estimator

TensorFlow offers multiple levels of abstraction so you can choose the right one for your needs. Build and train models by using the high-level Keras API, which makes getting started with TensorFlow and machine learning easy.

  • Versions: 16
  • Dependent Packages: 2
  • Dependent Repositories: 301
Rankings
Dependent repos count: 10.5%
Dependent packages count: 20.5%
Average: 22.3%
Forks count: 22.4%
Stargazers count: 35.9%
Last synced: 3 months ago
cocoapods.org: LiteRTObjC

TensorFlow Lite for Objective-C

  • Versions: 176
  • Dependent Packages: 0
  • Dependent Repositories: 0
Rankings
Dependent packages count: 11.8%
Average: 26.7%
Dependent repos count: 41.7%
Maintainers (1)
tensorflow-cocoapods-authors@google.com
Last synced: 14 days ago
cocoapods.org: LiteRTSwift

TensorFlow Lite for Swift

  • Versions: 158
  • Dependent Packages: 0
  • Dependent Repositories: 0
Rankings
Dependent packages count: 11.8%
Average: 26.7%
Dependent repos count: 41.7%
Maintainers (1)
tensorflow-cocoapods-authors@google.com
Last synced: 14 days ago
pypi.org: tf-nightly-xla-gpu

TensorFlow is an open source machine learning framework for everyone.

  • Versions: 5
  • Dependent Packages: 0
  • Dependent Repositories: 1
  • Downloads: 58 Last month
Rankings
Dependent packages count: 10.0%
Dependent repos count: 21.7%
Average: 29.6%
Downloads: 57.2%
Maintainers (2)
tf-nightly mihaimaruseac
Last synced: 14 days ago
pypi.org: tensorflows

DISCLAIMER: This lib is used to test typosquatting, there isn't any malware this is just an experience.

  • Versions: 11
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 65 Last month
Rankings
Dependent packages count: 9.1%
Average: 30.1%
Dependent repos count: 51.2%
Maintainers (1)
yesyesyes
Last synced: 14 days ago
pypi.org: ai-edge-tensorflow

TensorFlow is an open source machine learning framework for everyone.

  • Versions: 10
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 4,521 Last month
Rankings
Dependent packages count: 9.1%
Average: 30.3%
Dependent repos count: 51.5%
Maintainers (1)
google-ai-edge
Last synced: 14 days ago
pypi.org: tensorflow-ascend

TensorFlow is an open source machine learning framework for everyone.

  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 1
  • Downloads: 36 Last month
Rankings
Dependent packages count: 10.1%
Dependent repos count: 21.6%
Average: 37.4%
Downloads: 80.5%
Maintainers (1)
yuncliu
Last synced: 14 days ago
pypi.org: tf-2-13-py310-cuda12

TensorFlow is an open source machine learning framework for everyone.

  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 23 Last month
Rankings
Dependent packages count: 7.3%
Average: 37.9%
Dependent repos count: 68.4%
Maintainers (1)
elgalu
Last synced: 14 days ago
pypi.org: tensorflow-fedora28

TensorFlow is an open source machine learning framework for everyone.

  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 1
  • Downloads: 36 Last month
Rankings
Dependent packages count: 10.0%
Dependent repos count: 21.7%
Average: 37.9%
Downloads: 81.9%
Maintainers (1)
sub-mod
Last synced: 14 days ago
pypi.org: tensorflow-tpu

TensorFlow is an open source machine learning framework for everyone.

  • Versions: 16
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 1,503 Last month
Rankings
Dependent packages count: 7.3%
Average: 38.0%
Dependent repos count: 68.6%
Maintainers (3)
tf-nightly kanglant mhudgins
Last synced: 14 days ago
pypi.org: tf-nightly-tpu

TensorFlow is an open source machine learning framework for everyone.

  • Versions: 362
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 292 Last month
Rankings
Dependent packages count: 7.3%
Average: 38.0%
Dependent repos count: 68.6%
Maintainers (3)
tf-nightly kanglant mhudgins
Last synced: 14 days ago
anaconda.org: tensorflow-cpu

TensorFlow offers multiple levels of abstraction so you can choose the right one for your needs. Build and train models by using the high-level Keras API, which makes getting started with TensorFlow and machine learning easy.

  • Versions: 5
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 1,245 Total
Rankings
Dependent packages count: 47.2%
Average: 49.5%
Dependent repos count: 51.9%
Last synced: 3 months ago
anaconda.org: libtensorflow

TensorFlow offers multiple levels of abstraction so you can choose the right one for your needs. Build and train models by using the high-level Keras API, which makes getting started with TensorFlow and machine learning easy.

  • Versions: 2
  • Dependent Packages: 0
  • Dependent Repositories: 0
Rankings
Dependent packages count: 47.2%
Average: 49.5%
Dependent repos count: 51.9%
Last synced: 3 months ago
anaconda.org: libtensorflow_cc

TensorFlow offers multiple levels of abstraction so you can choose the right one for your needs. Build and train models by using the high-level Keras API, which makes getting started with TensorFlow and machine learning easy.

  • Versions: 2
  • Dependent Packages: 0
  • Dependent Repositories: 0
Rankings
Dependent packages count: 47.2%
Average: 49.5%
Dependent repos count: 51.9%
Last synced: 3 months ago
artifacthub.io: cloudnativeapp/tensorflow-notebook

A Helm chart for tensorflow notebook and tensorboard

  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 0 Total
Rankings
Downloads: 0.0%
Dependent repos count: 0.0%
Dependent packages count: 0.0%
Average: 100%
Last synced: 14 days ago
artifacthub.io: cloudnativeapp/distributed-tensorflow

A Helm chart for running distributed TensorFlow on Kubernetes

  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 0 Total
Rankings
Downloads: 0.0%
Dependent repos count: 0.0%
Dependent packages count: 0.0%
Average: 100%
Last synced: 14 days ago

Dependencies

ci/official/containers/linux_arm64/jax.requirements.txt pypi
  • absl-py *
  • auditwheel *
  • cloudpickle *
  • colorama >=0.4.4
  • importlib_metadata >=4.6
  • matplotlib *
  • ml_dtypes >=0.2.0
  • numpy ==1.23.4
  • numpy ==1.22.4
  • numpy ==1.26.0
  • opt-einsum *
  • pillow >=9.1.0
  • portpicker *
  • rich *
  • scipy ==1.7.3
  • scipy ==1.11.2
  • scipy ==1.9.2
  • setuptools *
  • six *
  • typing_extensions *
  • wheel *
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  • peter-evans/create-pull-request 2b011faafdcbc9ceb11414d64d0573f37c774b04 composite
ci/devinfra/docker_windows/Dockerfile docker
  • mcr.microsoft.com/dotnet/framework/sdk 4.8-windowsservercore-ltsc2019 build
ci/official/containers/linux_arm64/Dockerfile docker
  • ubuntu 20.04 build
ci/official/containers/linux_arm64/devel.requirements.txt pypi
  • PyYAML * development
  • absl-py * development
  • astunparse * development
  • auditwheel * development
  • flatbuffers * development
  • gast ==0.4.0 development
  • google_pasta * development
  • grpcio * development
  • h5py * development
  • jax * development
  • jaxlib * development
  • junitparser * development
  • lit * development
  • lxml * development
  • numpy * development
  • opt_einsum * development
  • packaging * development
  • portpicker * development
  • protobuf >=3.20.3,<5.0.0dev, development
  • pylint * development
  • scipy * development
  • six * development
  • termcolor * development
  • twine * development
  • typing_extensions * development
  • wheel * development
  • wrapt * development
ci/official/containers/linux_arm64/devel.usertools/test.requirements.txt pypi
  • grpcio * development
  • jax * development
  • jaxlib * development
  • portpicker * development
  • scipy * development
ci/official/requirements_updater/requirements.in pypi
  • astor ==0.7.1
  • astunparse ==1.6.3
  • dill ==0.3.6
  • gast ==0.4.0
  • grpcio >=1.24.3,<2.0
  • h5py >=2.9.0
  • jax ==0.4.7
  • keras-nightly *
  • lit *
  • numpy *
  • opt_einsum ==3.3.0
  • packaging ==23.1
  • portpicker ==1.5.2
  • requests ==2.31.0
  • scipy ==1.10.1
  • setuptools ==67.6.1
  • tb-nightly *
  • tblib ==1.7.0
  • termcolor ==2.3.0
  • tf-estimator-nightly *
  • typing_extensions ==4.2.0
  • wheel *
  • wrapt ==1.14.1
requirements_lock_3_10.txt pypi
  • absl-py ==1.4.0
  • astor ==0.7.1
  • astunparse ==1.6.3
  • cachetools ==5.3.1
  • certifi ==2023.7.22
  • charset-normalizer ==3.2.0
  • dill ==0.3.6
  • gast ==0.4.0
  • google-auth ==2.22.0
  • google-auth-oauthlib ==1.0.0
  • grpcio ==1.58.0
  • h5py ==3.9.0
  • idna ==3.4
  • jax ==0.4.7
  • keras-nightly ==2.15.0.dev2023090707
  • lit ==16.0.6
  • markdown ==3.4.4
  • markupsafe ==2.1.3
  • ml-dtypes ==0.2.0
  • numpy ==1.23.5
  • oauthlib ==3.2.2
  • opt-einsum ==3.3.0
  • packaging ==23.1
  • portpicker ==1.5.2
  • protobuf ==4.23.4
  • psutil ==5.9.5
  • pyasn1 ==0.5.0
  • pyasn1-modules ==0.3.0
  • requests ==2.31.0
  • requests-oauthlib ==1.3.1
  • rsa ==4.9
  • scipy ==1.10.1
  • setuptools ==67.6.1
  • six ==1.16.0
  • tb-nightly ==2.15.0a20230907
  • tblib ==1.7.0
  • tensorboard-data-server ==0.7.1
  • termcolor ==2.3.0
  • tf-estimator-nightly ==2.15.0.dev2023090708
  • typing-extensions ==4.2.0
  • urllib3 ==1.26.16
  • werkzeug ==2.3.7
  • wheel ==0.38.4
  • wrapt ==1.14.1
requirements_lock_3_11.txt pypi
  • absl-py ==1.4.0
  • astor ==0.7.1
  • astunparse ==1.6.3
  • cachetools ==5.3.1
  • certifi ==2023.7.22
  • charset-normalizer ==3.2.0
  • dill ==0.3.6
  • gast ==0.4.0
  • google-auth ==2.22.0
  • google-auth-oauthlib ==1.0.0
  • grpcio ==1.58.0
  • h5py ==3.9.0
  • idna ==3.4
  • jax ==0.4.7
  • keras-nightly ==2.15.0.dev2023090707
  • lit ==16.0.6
  • markdown ==3.4.4
  • markupsafe ==2.1.3
  • ml-dtypes ==0.2.0
  • numpy ==1.23.5
  • oauthlib ==3.2.2
  • opt-einsum ==3.3.0
  • packaging ==23.1
  • portpicker ==1.5.2
  • protobuf ==4.23.4
  • psutil ==5.9.5
  • pyasn1 ==0.5.0
  • pyasn1-modules ==0.3.0
  • requests ==2.31.0
  • requests-oauthlib ==1.3.1
  • rsa ==4.9
  • scipy ==1.10.1
  • setuptools ==67.6.1
  • six ==1.16.0
  • tb-nightly ==2.15.0a20230907
  • tblib ==1.7.0
  • tensorboard-data-server ==0.7.1
  • termcolor ==2.3.0
  • tf-estimator-nightly ==2.15.0.dev2023090708
  • typing-extensions ==4.2.0
  • urllib3 ==1.26.16
  • werkzeug ==2.3.7
  • wheel ==0.38.4
  • wrapt ==1.14.1
requirements_lock_3_9.txt pypi
  • absl-py ==1.4.0
  • astor ==0.7.1
  • astunparse ==1.6.3
  • cachetools ==5.3.1
  • certifi ==2023.7.22
  • charset-normalizer ==3.2.0
  • dill ==0.3.6
  • gast ==0.4.0
  • google-auth ==2.22.0
  • google-auth-oauthlib ==1.0.0
  • grpcio ==1.58.0
  • h5py ==3.9.0
  • idna ==3.4
  • importlib-metadata ==6.8.0
  • jax ==0.4.7
  • keras-nightly ==2.15.0.dev2023090707
  • lit ==16.0.6
  • markdown ==3.4.4
  • markupsafe ==2.1.3
  • ml-dtypes ==0.2.0
  • numpy ==1.23.5
  • oauthlib ==3.2.2
  • opt-einsum ==3.3.0
  • packaging ==23.1
  • portpicker ==1.5.2
  • protobuf ==4.23.4
  • psutil ==5.9.5
  • pyasn1 ==0.5.0
  • pyasn1-modules ==0.3.0
  • requests ==2.31.0
  • requests-oauthlib ==1.3.1
  • rsa ==4.9
  • scipy ==1.10.1
  • setuptools ==67.6.1
  • six ==1.16.0
  • tb-nightly ==2.15.0a20230907
  • tblib ==1.7.0
  • tensorboard-data-server ==0.7.1
  • termcolor ==2.3.0
  • tf-estimator-nightly ==2.15.0.dev2023090708
  • typing-extensions ==4.2.0
  • urllib3 ==1.26.16
  • werkzeug ==2.3.7
  • wheel ==0.38.4
  • wrapt ==1.14.1
  • zipp ==3.16.2