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The Top 23 Natural Language Processing Text Classification Open Source Projects

Open source projects categorized as Natural Language Processing Text Classification
Categories > Machine Learning > Natural Language Processing
Categories > Machine Learning > Text Classification
Ask2transformers ⭐ 107
A Framework for Textual Entailment based Zero Shot text classification
total releases 6most recent commit a year ago
Tasksource ⭐ 103
Datasets collection and standardization preprocessings for NLP extreme multitask learning
dependent packages 1total releases 40most recent commit 3 months agopypi tasksource} Downloads
Nlp_toolkit ⭐ 101
Library of state-of-the-art models (PyTorch) for NLP tasks
most recent commit 7 months ago
Nlp Tutorial ⭐ 101
自然语言处理（NLP）教程，包括：词向量，词法分析，预训练语言模型，文本分类，文本语义匹配，信息抽取
most recent commit 2 years ago
Cnn Text Classification ⭐ 101
Text classification with Convolution Neural Networks on Yelp, IMDB & sentence polarity dataset v1.0
most recent commit 3 years ago
Torchblocks ⭐ 99
A PyTorch-based toolkit for natural language processing
total releases 11most recent commit a year ago
Ulm Basenet ⭐ 97
Implementation of ULMFit algorithm for text classification via transfer learning
most recent commit 5 years ago
Fastrtext ⭐ 97
R wrapper for fastText
dependent packages 1total releases 11most recent commit 4 years ago
Dual Contrastive Learning ⭐ 95
Code for our paper "Dual Contrastive Learning: Text Classification via Label-Aware Data Augmentation"
most recent commit 2 years ago
Adversarial_text ⭐ 94
Code for Adversarial Training Methods for Semi-Supervised Text Classification
most recent commit 6 years ago
Ml Classify Text Js ⭐ 91
Machine learning based text classification in JavaScript using n-grams and cosine similarity
dependent packages 5total releases 3most recent commit a year agonpm ml-classify-text} Downloads
Textaugmentation Gpt2 ⭐ 85
Fine-tuned pre-trained GPT2 for custom topic specific text generation. Such system can be used for Text Augmentation.
most recent commit 3 years ago
Sentiment ⭐ 85
An example project using a feed-forward neural network for text sentiment classification trained with 25,000 movie reviews from the IMDB website.
total releases 8most recent commit a year ago
Transformers_for_text_classification ⭐ 84
基于Transformers的文本分类
most recent commit 4 years ago
Torchflare ⭐ 83
TorchFlare is a simple, beginner-friendly, and easy-to-use PyTorch Framework train your models effortlessly.
total releases 6most recent commit 4 months ago
Nlpbuddy ⭐ 82
A text analysis application for performing common NLP tasks through a web dashboard interface and an API
most recent commit 5 years ago
Doc2vec ⭐ 82
📓 Long(er) text representation and classification using Doc2Vec embeddings
most recent commit 4 years ago
Marathinlp ⭐ 80
Marathi NLP - is a repository dedicated to development of tools and resources for Marathi language.
total releases 44most recent commit 4 months ago
Machinelearningwithpython ⭐ 79
Get started with Machine Learning with Python - An introduction with Python programming examples
most recent commit 2 years ago
Monkeylearn Ruby ⭐ 77
Official Ruby client for the MonkeyLearn API. Build and consume machine learning models for language processing from your Ruby apps.
total releases 14most recent commit 3 years ago
Nlp_in_action ⭐ 77
Do NLP tasks with some SOTA methods
most recent commit 3 years ago
Tf Transformers ⭐ 76
State of the art faster Transformer with Tensorflow 2.0 ( NLP, Computer Vision, Audio ).
most recent commit a year ago
Practical 3 ⭐ 75
Oxford Deep NLP 2017 course - Practical 3: Text Classification with RNNs
most recent commit 7 years ago
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