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Need to implement a smarter method of tokenization which takes into account languages that traditionally does not use spaces between words (currently resulting in full-sentence tokens not suitable for the current method of cosine similarity comparisons).

Some of these languages include:

Chinese
Japanese
Thai
Khmer
Lao
Burmese

karisigurd4 / DocumentLab

Star

OCR using tesseract, ImageMagick, EmguCV, an advanced query language and a fluent query interface for C#

ocr computer-vision optical-character-recognition query-language text-classifier

Updated Dec 25, 2020
C#

MuhammedBuyukkinaci / TensorFlow-Sentiment-Analysis-on-Amazon-Reviews-Data

Star

Implementing different RNN models (LSTM,GRU) & Convolution models (Conv1D, Conv2D) on a subset of Amazon Reviews data with TensorFlow on Python 3. A sentiment analysis project.

sentiment-analysis text-classification tensorflow lstm gru tensorflow-tutorials tensorflow-experiments low-level lstm-neural-networks sentiment-classification tensorflow-examples long-short-term-memory-models tensorflow-gpu text-classifier lstm-sentiment-analysis gated-recurrent-units amazon-reviews tensorflow-api gated-recurrent-unit lstm-sentiment-classification

Updated Sep 21, 2019
Python

hbahadirsahin / nlp-experiments-in-pytorch

Star

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

nlp text-classification text pytorch transformer named-entity-recognition ner turkish-language conditional-random-fields english-language textcnn text-classifier text-categorization vdcnn torchtext fasttext-embeddings charcnn conv-deconv padam

Updated May 28, 2019
Python

rudikershaw / whichx

Star

A small, no dependencies, Naive Bayes Text Classifier for JavaScript

nodejs javascript classifier machine-learning natural-language-processing library text-classification naive-bayes naive-bayes-classifier bayesian bayes bayes-classifier naive-bayes-classification natural-language-understanding node-ml text-classifier naive-bayes-text-classifier naive-bayes-text-classification

Updated Jun 15, 2021
JavaScript

GoogleCloudPlatform / MiniCat

Star

Custom Text Classifier

tensorflow machinelearning convolutional-neural-networks nlp-machine-learning text-classifier

Updated Jan 8, 2018
Python

kylecorry31 / ML4K-AI-Extension

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Use machine learning in AppInventor, with easy training using text, images, or numbers through the Machine Learning for Kids website.

classifier machine-learning text-classification classification image-classification image-classifier aix appinventor text-classifier appinventorextension ml4k machine-learning-for-kids

Updated Feb 10, 2020
Java

hellonlp / classifier_multi_label_denses

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multi-label，classifier，text classification，多标签文本分类，文本分类，BERT，ALBERT，multi-label-classification

text-classification tensorflow multi-label-classification albert bert multi-label text-classifier classifier-multi-label

Updated Feb 24, 2021
Python

krayush07 / deep-attention-text-classifier-tf

Star

Deep-Attention Text Classifier in Tensorflow

deep-learning tensorflow classification attention tensorboard attention-model text-classifier tensorboard-visualization

Updated May 4, 2019
Python

sigrlami / lanhunch

Star

Language Detection Library

nlp classifier haskell ai text-classification text-analysis language-detection detect-language language-recognition text-classifier

Updated Jul 17, 2019
Haskell

Salias / twitter-text-classifier

Star

Text Classifier for Twitter data

python machine-learning twitter tweets twitter-data text-classifier

Updated Mar 20, 2018
Python

ankit0905 / TextClassifier

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Implementation of sentence classification in Python using NaiveBayes, KNN and SVM classifiers in Python

python machine-learning text-classifier

Updated Jul 4, 2017
Python

souravs17031999 / MicrosoftBing-search-query-prediction

Star

Analysis and Visualizations for COVID-19 Bing search engine queries + Classifier pipeline for predicting country based on search query.

machine-learning natural-language-processing deep-learning text-classification word2vec word-embeddings text-processing pandemic bing-search world-health-organization text-clustering text-classifier text-visualization text-classification-python coronavirus covid-19

Updated Oct 24, 2020
HTML

ArnoldGaius / Text_Classifier

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基于sklearn的文本分类器 Text classifier based on sklearn

scikit-learn pypi text-classifier

Updated Jun 8, 2017
Python

hellonlp / classifier_multi_label_seq2seq_attention

Star

multi-label，classifier，text classification，多标签文本分类，文本分类，BERT，ALBERT，multi-label-classification，seq2seq，attention，beam search

text-classification tensorflow seq2seq attention albert bert multi-label multi-class-classification text-classifier beamsearch classifier-multi-label

Updated Aug 20, 2021
Python

Develop-Packt / Machine-Learning-and-Developing-a-Text-Classifier

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Understand how supervised and unsupervised machine learning methods can be used to construct and implement a text classifier in Python.

python machine-learning natural-language-processing regression classification beginner text-classifier

Updated May 21, 2021
Jupyter Notebook

permafrost-dev / text-classifier

Sponsor Star

Basic text classification using algorithms such as Naive-Bayes

text-classification naive-bayes text-classifier

Updated May 27, 2021
PHP

OleksandrZhabenko / phonetic-languages-simplified-lists-examples

Star

Simplified and somewhat optimized version of the phonetic-languages-examples. Is intended to use more functionality of lists and subG package.

music nlp natural-language-processing text-classification text poetry phonetics ukrainian poetry-generator text-classifier ukrainian-language poetry-generation phonetic-languages

Updated Dec 28, 2020
Haskell

kazemnejad / followers-comparison-in-twitter

Star

Text classification of posts & contents created by followers of two celebrity in Twitter (code+data+slides)

nlp twitter deep-learning convolutional-neural-networks twitter-data text-classifier

Updated May 22, 2018
Python

haydenhigg / bengal

Star

Easy-to-use Go implementation of the multinomial naive bayes classifier for text classification, optimized for multiple output features.

go golang machine-learning text-classification naive-bayes naive-bayes-classifier text-classifier

Updated Mar 26, 2021
Go

swelcker / cmd.csp.classifier

Star

Simple implementation of text classifier in Java with built in SVM, C4.5, kNN, and naive Bayesian classifiers. Support for common text preprocessors and for CVS format. You can plugin your own classifier, tokenizer, transformer, stopwords, synonyms, and TF-IDF formula etc. Supports automatic validation and confusion matrix.

java machine-learning algorithm framework ai text-classification machine-learning-algorithms machine-learning-library machinelearning text-classifier ml-validation

Updated Oct 22, 2019
Java

ducklingdev / Wiki-Section-Rank

Star

A retrieval system backed by text classifier

wiki retrieval rank classification text-classifier trec-car

Updated Dec 18, 2019
Java

thisiselliot / HelpingProductReviews

Star

Predict product review helpfulness by applying machine learning methods to lexical, syntactic, structural, and contextual features.

machine-learning natural-language-processing text-classifier amazon-review-corpus

Updated Mar 3, 2021
Jupyter Notebook

Oct	AUG	Mar
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text-classifier

Here are 41 public repositories matching this topic...

greyblake / whatlang-rs

apcode / tensorflow_fasttext

sgrvinod / a-PyTorch-Tutorial-to-Text-Classification

hellonlp / classifier_multi_label_textcnn

umitkaanusta / TIA

shibing624 / pytextclassifier

hellonlp / classifier_multi_label

andreekeberg / ml-classify-text-js

Support for tokenization of languages without spaces

karisigurd4 / DocumentLab

MuhammedBuyukkinaci / TensorFlow-Sentiment-Analysis-on-Amazon-Reviews-Data

hbahadirsahin / nlp-experiments-in-pytorch

rudikershaw / whichx

GoogleCloudPlatform / MiniCat

kylecorry31 / ML4K-AI-Extension

hellonlp / classifier_multi_label_denses

krayush07 / deep-attention-text-classifier-tf

sigrlami / lanhunch

Salias / twitter-text-classifier

ankit0905 / TextClassifier

souravs17031999 / MicrosoftBing-search-query-prediction

ArnoldGaius / Text_Classifier

hellonlp / classifier_multi_label_seq2seq_attention

Develop-Packt / Machine-Learning-and-Developing-a-Text-Classifier

permafrost-dev / text-classifier

OleksandrZhabenko / phonetic-languages-simplified-lists-examples

kazemnejad / followers-comparison-in-twitter

haydenhigg / bengal

swelcker / cmd.csp.classifier

ducklingdev / Wiki-Section-Rank

thisiselliot / HelpingProductReviews

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