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GitHub topics: text-categorization

brightmart/ai_law

all kinds of baseline models for long text classificaiton( text categorization)

Language: Python - Size: 8.87 MB - Last synced at: 16 days ago - Pushed at: about 6 years ago - Stars: 286 - Forks: 77

nlpodyssey/cybertron

Cybertron: the home planet of the Transformers in Go

Language: Go - Size: 1.17 MB - Last synced at: 21 days ago - Pushed at: 11 months ago - Stars: 300 - Forks: 28

fedelopez77/langdetect

A language detection software

Language: Python - Size: 11.8 MB - Last synced at: about 1 month ago - Pushed at: over 7 years ago - Stars: 44 - Forks: 5

StatguyUser/TextFeatureSelection

Python library for feature selection for text features. It has filter method, genetic algorithm and TextFeatureSelectionEnsemble for improving text classification models. Helps improve your machine learning models

Language: Python - Size: 1.11 MB - Last synced at: 3 days ago - Pushed at: over 1 year ago - Stars: 52 - Forks: 5

riejohnson/ConText

ConText v4: Neural networks for text categorization

Language: C++ - Size: 38.3 MB - Last synced at: 3 months ago - Pushed at: about 6 years ago - Stars: 122 - Forks: 14

saidziani/Arabic-News-Article-Classification

Automatic categorization of documents, consists in assigning a category to a text based on the information it contains. We'll follow different approach of Supervised Machine Learning.

Language: Python - Size: 6.62 MB - Last synced at: 22 days ago - Pushed at: over 6 years ago - Stars: 91 - Forks: 23

lgalke/text-clf-baselines

WideMLP for Text Classification

Language: Python - Size: 78.1 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 27 - Forks: 3

SuyashLakhotia/TextCategorization

:zap: Using deep learning (MLP, CNN, Graph CNN) to classify text in TensorFlow.

Language: Python - Size: 1.3 MB - Last synced at: about 1 year ago - Pushed at: about 7 years ago - Stars: 30 - Forks: 15

margaeor/greek-article-categorization

Greek newspaper article categorization using NLP.

Language: HTML - Size: 52 MB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 1

ShimShim46/HFT-CNN

Convolutional Neural Network based on Hierarchical Category Structure for Multi-label Short Text Categorization

Language: Python - Size: 2.72 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 111 - Forks: 25

hbahadirsahin/nlp-experiments-in-pytorch

PyTorch repository for text categorization and NER experiments in Turkish and English.

Language: Python - Size: 248 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 36 - Forks: 8

sheefanaaz123/TEXT-CLASSIFICATION

Text Categorization Project

Language: Jupyter Notebook - Size: 59.6 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

92amartins/text-mining

Text Categorization Basics

Language: R - Size: 27.4 MB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 1 - Forks: 2

olivomarco/lc4j

Language Categorization library for Java

Language: Java - Size: 673 KB - Last synced at: 11 months ago - Pushed at: over 4 years ago - Stars: 4 - Forks: 0

chaitanyakasaraneni/DisasterResponse

Text categorization for Disaster Response using NLP model

Language: Python - Size: 45 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 3 - Forks: 1

mmaguero/josa-corpus

Jopara (Guarani-dominant mixed with Spanish) sentiment analysis corpus

Size: 8.79 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 6 - Forks: 0

sndsabin/Nepali-News-Classifier

Text Classification of Nepali Language Document. This Mini Project was done for the partial fulfillment of NLP Course : COMP 473.

Language: Python - Size: 35.7 MB - Last synced at: about 2 years ago - Pushed at: almost 8 years ago - Stars: 14 - Forks: 7

ali-mohammed-khair-nasser/Text-Summarizer-and-Categorical

Text processing and summarize with the category web application for Arabic and English texts using NLTK, Python, Flask, and other web languages.

Language: Jupyter Notebook - Size: 16 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 3 - Forks: 0

filippofinke/n-gram

📝 n-gram based text categorization written in php

Language: PHP - Size: 2.96 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 0

fandywang/Nuts

自然语言处理常见任务(主要包括文本分类,序列标注,自动问答等)解决方案试验田

Language: Python - Size: 152 KB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 21 - Forks: 8

mmaguero/textcat-josa

Train JOSA (Jopara Sentiment Analysis) corpus with traditional machine learning algorithms.

Language: Python - Size: 5.86 KB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 0

erayyildiz/PersonalizedPageRankForCategorization

Unsupervised categorization of customer reviews into aspect categories using Personalized Page Rank

Language: Jupyter Notebook - Size: 25.5 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 7 - Forks: 0

lkuffo/cx-classifier

Binary text categorization classifier which detects the presence of customer experience in a message. Trained with Twitter data. Tested with Twitter and Facebook data.

Language: Python - Size: 1.09 MB - Last synced at: 16 days ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 1

kinqert/text-categorization

A simple example with naive bayes for text-categorization

Language: Python - Size: 30.6 MB - Last synced at: about 1 month ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 1

rounayak/Text-categorization-using-neural-word-embeddings

This is a practical implementation implementing neural networks on top of fasttext as well as word2vec word embeddings.

Language: Python - Size: 1.15 MB - Last synced at: 4 months ago - Pushed at: over 7 years ago - Stars: 5 - Forks: 0

ErolOZKAN-/TextMining-TextCategorization

Text Categorization with Vector Space Models

Size: 74.2 KB - Last synced at: about 2 years ago - Pushed at: about 8 years ago - Stars: 0 - Forks: 0

eigenfoo-archives/textcat

A simple Rocchio-tfidf text categorizer

Language: Python - Size: 4.01 MB - Last synced at: 12 months ago - Pushed at: about 7 years ago - Stars: 0 - Forks: 0

Related Keywords
text-categorization 27 text-classification 16 nlp 10 machine-learning 7 deep-learning 6 natural-language-processing 4 convolutional-neural-networks 4 nlp-machine-learning 3 sentiment-analysis 3 pytorch 2 data-science 2 python3 2 language-detection 2 naive-bayes-classifier 2 low-resource-languages 2 tf-idf 2 nlp-library 2 sentiment-classification 2 named-entity-recognition 2 fasttext 2 textcnn 2 transformer 1 turkish-language 1 nltk-library 1 logistic-regression 1 vdcnn 1 k-nearest-neighbours 1 html 1 java 1 language-categorization 1 flask 1 disaster-response 1 decision-trees 1 svm-classifier 1 nepali-news 1 nepali 1 message-classification 1 baselines 1 classifier 1 traditional-machine-learning 1 multilingual 1 bert-fine-tuning 1 bilstm 1 corpus-linguistics 1 code-mixing 1 code-switching 1 nltk-python 1 aspect-category 1 customer-review-categorization 1 graph 1 pagerank-algorithm 1 personalized-pagerank 1 unsupervised-clustering 1 customer-experience 1 customer-research 1 cbow 1 long-short-term-memory 1 python 1 skipgram 1 word-embedding 1 word2vec 1 assignment 1 rocchio 1 random-forest 1 ridge-model 1 scss 1 text-classification-python 1 text-processing 1 text-summarization 1 n-gram 1 php 1 seq2seq 1 sequence-labeling 1 complement-naive-bayes 1 guarani 1 jopara 1 sequence-classification 1 support-vector-machines 1 unbalanced-data 1 dpcnn 1 nlproc 1 nlp-resources 1 naturallanguageprocessing 1 natural-language-understanding 1 natural-language-inference 1 natural-language-generation 1 natural-language 1 machinelearning 1 feature-selection 1 language-detector 1 language 1 zero-shot-classification 1 translation 1 transformers 1 text-similarity 1 summarization 1 question-answering 1 machine-translation 1 huggingface 1 bert-as-service 1