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hankcs/HanLP

Multilingual NLP toolkit for production with PyTorch/TensorFlow

36.2K
Stable
Python
LLM Frameworks
CLI Tools
PyTorch
#nlp#pytorch#tensorflow

explosion/spaCy

Industrial-strength NLP library for Python with pretrained models and fast processing

33.3K
Stable
Python
LLM Frameworks
CLI Tools
spaCy
#nlp#machine-learning#python

brightmart/nlp_chinese_corpus

Large-scale Chinese natural language processing corpus for training and fine-tuning language models

9.9K
Stable
LLM Frameworks
#chinese#nlp#corpus

brightmart/text_classification

A comprehensive library of text classification models and techniques built with deep learning.

8.0K
Archived
Python
LLM Frameworks
API Frameworks
TensorFlow
#text-classification#deep-learning#nlp

microsoft/nlp-recipes

A comprehensive collection of best practices and examples for natural language processing (NLP) using Python.

6.4K
Archived
Python
LLM Frameworks
API Frameworks
Python
#natural-language-processing#deep-learning#machine-learning

CLUEbenchmark/CLUEDatasetSearch

A comprehensive search tool for finding Chinese NLP datasets, with support for common English NLP datasets as well.

4.4K
Archived
Python
Datasets
Tutorials & Courses
Python
#chinese#nlp#datasets

gaussic/text-classification-cnn-rnn

A text classification model using CNN and RNN implemented with TensorFlow for Chinese text data.

4.3K
Archived
Python
Text Classification
API Frameworks
TensorFlow
#text-classification#chinese#cnn

ThilinaRajapakse/simpletransformers

A Python library that provides a simple interface for using popular NLP models like BERT, GPT-2, XLNet, and T5 for various tasks.

4.2K
Stable
Python
LLM Frameworks
Text Classification
Python
#transformers#natural-language-processing#text-classification

snipsco/snips-nlu

Snips NLU is a Python library for extracting meaning from text using natural language processing and machine learning.

4.0K
Archived
Python
NLP
API Frameworks
Python
#natural-language-processing#intent-classification#named-entity-recognition

catalyst-team/catalyst

Catalyst is an accelerated deep learning R&D library for Python that supports a variety of AI and machine learning use cases.

3.4K
Experimental
Python
ML Ops
Computer Vision
PyTorch
#deep-learning#computer-vision#nlp

embeddings-benchmark/mteb

MTEB is a benchmark for evaluating and comparing text embedding models across multiple tasks and languages.

3.2K
Active
Python
LLM Wrappers & SDKs
Search
Python
#benchmark#text-embedding#multilingual-nlp

fastnlp/fastNLP

An extensible NLP framework for building powerful text processing and analysis applications in Python.

3.1K
Archived
Python
NLP Frameworks
API Frameworks
Python
#nlp#text-processing#deep-learning

x4nth055/pythoncode-tutorials

A collection of Python tutorials covering a wide range of topics from computer vision to network security.

3.0K
Stable
Jupyter Notebook
Tutorials & Courses
ETL & Pipelines
#python#tutorials#machine-learning

HarderThenHarder/transformers_tasks

A library of NLP algorithms and utilities for text classification, generation, extraction, and more using the Transformers library.

2.4K
Archived
Jupyter Notebook
LLM Frameworks
ORMs & Query Builders
PyTorch
#nlp#text-classification#text-generation

BrikerMan/Kashgari

Kashgari is a production-level NLP Transfer learning framework built on top of tf.keras for text-labeling and text-classification.

2.4K
Archived
Python
LLM Frameworks
API Frameworks
TensorFlow
#nlp#text-classification#text-labeling

alibaba/EasyNLP

EasyNLP is an easy-to-use NLP toolkit for tasks like text classification, retrieval, and generation.

2.2K
Archived
Python
LLM Frameworks
ML Ops
PyTorch
#natural-language-processing#text-classification#text-generation

kk7nc/Text_Classification

A comprehensive survey of text classification algorithms and techniques in Python.

1.8K
Experimental
Python
Text Processing
Learning & Education
Python
#text-classification#nlp#machine-learning

yongzhuo/Keras-TextClassification

A comprehensive set of Keras-based NLP models for text classification, similarity, and more, with support for Chinese and English.

1.8K
Archived
Python
LLM Frameworks
API Frameworks
Keras
#nlp#text-classification#embeddings

dipanjanS/text-analytics-with-python

A powerful Python library for advanced text analytics, including classification, clustering, summarization, and sentiment analysis.

1.7K
Archived
Jupyter Notebook
Natural Language Processing
ETL & Pipelines
#text-processing#natural-language-processing#clustering

jasonwei20/eda_nlp

Data augmentation for NLP using CNN and RNN, presented at EMNLP 2019

1.6K
Archived
Python
Python
#data-augmentation#nlp#text-classification
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