texar pytorch

We have hosted the application texar pytorch in order to run this application in our online workstations with Wine or directly.

Quick description about texar pytorch:

Texar-PyTorch is a toolkit aiming to support a broad set of machine learning, especially natural language processing and text generation tasks. Texar provides a library of easy-to-use ML modules and functionalities for composing whatever models and algorithms. The tool is designed for both researchers and practitioners for fast prototyping and experimentation. Texar-PyTorch was originally developed and is actively contributed by Petuum and CMU in collaboration with other institutes. A mirror of this repository is maintained by Petuum Open Source. Texar-PyTorch integrates many of the best features of TensorFlow into PyTorch, delivering highly usable and customizable modules superior to PyTorch native ones. Texar-PyTorch (this repo) and Texar-TF have mostly the same interfaces. Both further combine the best design of TF and PyTorch. Data processing, model architectures, loss functions, training and inference algorithms, evaluation, etc.

Features:

• Fully Customizable at multiple abstraction level
• Versatile to support broad needs
• Two Versions, (Mostly) Same Interfaces.
• Modularized for maximal re-use and clean APIs
• Architecture. Rich Pre-trained Models, Rich Usage with Uniform Interfaces
• Clean, detailed documentation and rich examples

Programming Language: Python.
Categories: