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/
Texar helps machine learning researchers and practitioners quickly build and experiment with models for natural language processing and text generation. You provide text data, and it helps you create systems that can understand, classify, or generate new text. This is designed for those who develop machine learning applications and need to prototype solutions rapidly.
2,392 stars. No commits in the last 6 months. Available on PyPI.
Use this if you are a machine learning engineer or researcher focused on text-based problems and need a flexible toolkit to build, test, and deploy natural language models using TensorFlow or PyTorch.
Not ideal if you are looking for a pre-built, off-the-shelf application to solve a specific text problem without needing to customize or develop models yourself.
Stars
2,392
Forks
368
Language
Python
License
Apache-2.0
Category
Last pushed
Aug 26, 2021
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/nlp/asyml/texar"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Related tools
DerwenAI/pytextrank
Python implementation of TextRank algorithms ("textgraphs") for phrase extraction
Tiiiger/bert_score
BERT score for text generation
BrikerMan/Kashgari
Kashgari is a production-level NLP Transfer learning framework built on top of tf.keras for...
yohasebe/wp2txt
A command-line tool to extract plain text from Wikipedia dumps with category and section filtering
neuralmind-ai/portuguese-bert
Portuguese pre-trained BERT models