asyml

Machine Learning as Machine Assembly

Github

texar          texar

Toolkit for Machine Learning and Text Generation

Texar-TF: About
× Texar is a highly modularized and customizable toolkit to support a broad set of machine learning (ML), especially natural language processing (NLP) and text generation tasks.

Texar provides comprehensive modules for data processing, model architectures, loss functions, training and inference algorithms, evaluation, etc.

Use Texar to compose whatever models and algorithms you want.

texar           texar

Toolkit for Machine Learning and Text Generation

Texar-PyTorch: About
× Texar-PyTorch is the PyTorch equivalence of Texar-TF, with mostly the same interfaces.

Texar-PyTorch integrates many of the best features of TensorFlow into PyTorch, delivering a set of highly usable and customizable modules superior to PyTorch native ones, including
  • Data: More ready-to-use APIs; more customizable; more efficient
  • Model: Better factorization; more comprehensive high-level APIs
  • Training: High-level APIs to avoid any boilerplate code

texar

NLP Pipeline with Text Analysis, Generation, & Retrieval

Forte: About
× Forte is a high-level and customizable toolkit for building arbitrary complex NLP pipelines. With Forte, you can:
  • Plug in any NLP components in a pipeline, including text analysis, generation, retrieval, etc.
  • Wrap any off-the-shelf NLP models from other libraries as pipeline components, such as spaCy, StanfordNLP, AllenNLP, etc.
  • Obtain a uniform representation of data and intermediate results throughout pipeline.

Coming soon ...


Get Started

Tool
Texar-TF
Texar-PyTorch
Forte
Build
Stable
Nightly
Package
pip
conda
source
Language
Python3.6
Python3.7
Run this command
pip3 install texar
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Companies and Universities Supporting Texar

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