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Texar
Texar

40 Followers

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Oct 17, 2019

Introducing Texar-PyTorch: An ML Library Integrating the Best of TensorFlow into PyTorch

Crossposted on the Petuum blog. We are excited to introduce Texar-PyTorch, an open-source general-purpose machine learning toolkit that supports a broad set of applications with a focus on natural language processing (NLP) and text generation tasks. Stemming from its already-popular Texar TensorFlow equivalent, Texar-PyTorch integrates many of the best features…

Machine Learning

8 min read

Introducing Texar-PyTorch: An ML Library Integrating the Best of TensorFlow into PyTorch
Introducing Texar-PyTorch: An ML Library Integrating the Best of TensorFlow into PyTorch
Machine Learning

8 min read


Nov 27, 2018

Connecting the Dots Between MLE and RL for Sequence Generation

Crossposted on the Petuum blog. Sequence generation is a ubiquitous problem in many applications, such as machine translation, text summarization, image captioning, and so forth. Recently, we published a paper on a unified perspective of a variety of well-used learning algorithms for sequence generation, based on a generalized entropy regularized…

Machine Learning

8 min read

Connecting the Dots Between MLE and RL for Sequence Generation
Connecting the Dots Between MLE and RL for Sequence Generation
Machine Learning

8 min read


Sep 18, 2018

Introducing Texar: A Modularized, Versatile, and Extensible Toolkit for Text Generation and Beyond

Crossposted on the Petuum blog. We are excited to introduce Texar, an open-source, general-purpose toolkit that supports a broad set of machine learning applications with a focus on text generation tasks. Texar is particularly suitable for researchers and practitioners of fast model prototyping and experimentation. Text Generation at a Glance Text generation spans a broad…

Machine Learning

4 min read

Introducing Texar: A Modularized, Versatile, and Extensible Toolkit for Text Generation and Beyond
Introducing Texar: A Modularized, Versatile, and Extensible Toolkit for Text Generation and Beyond
Machine Learning

4 min read

Texar

Texar

40 Followers

Toolkit for Text Generation and Beyond

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