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asyml / texar

Toolkit for Machine Learning, Natural Language Processing, and Text Generation, in TensorFlow. This is part of the CASL project: http://casl-project.ai/

Why this job: topics: natural-language-processing, tensorflow, deep-learning, machine-learning

Picture from the asyml/texar README

What it does

  • Rich Pre-trained Models, Rich Usage with Uniform Interfaces. BERT, GPT2, XLNet, etc, for encoding, classification, generation, and composing complex models with other Texar components!
  • Fully Customizable at multiple abstraction level. both novice-friendly and expert-friendly.
  • Versatile to support broad tasks, models, algorithms, data processing, evaluation, etc.
  • Modularized for maximal re-use and clean APIs, based on principled decomposition of *Learning-Inference-Model Architecture*.

Get started

pip install texar
Maintenance
Active
Last commit 3 months ago
Stars
2,392
On GitHub
Licence
Apache-2.0
Allows business use
Downloads for
None listed
No release files
Latest version
v0.2.4
Released 6 years ago
Built with
Python
100% of the code

Is it looked after?

Contributors
Not stated
Last 90 days
Issues
79% closed
33 still open
Pull requests
106 merged
8 waiting
Releases
6
0 in the last year
  • No contributing guide
  • No security policy
  • No code of conduct

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More: languages, topics and project record

Languages

  • Python 100%
  • Perl <1%
  • Shell <1%

Topics

  • machine-learning
  • natural-language-processing
  • tensorflow
  • deep-learning
  • text-generation
  • python
  • machine-translation
  • dialog-systems
  • texar
  • bert
  • gpt-2
  • xlnet

Project record

  • JobAI libraries and models
  • StatusListed
  • Commits1,720
  • Forks367
  • Watching74
  • Stars in 28 days+2
  • CreatedJul 22, 2017
  • First seen by usNov 7, 2026
  • CheckedNov 8, 2026

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