text-classification-python

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anhthuan1999 /Vietnamese-News-Classification

Star33

We use LSTM, BiLSTM, BERT and SVM with TF-IDF, Word2vec and Bag-of-words to classify this documents to positive (labeled as 1), neutral (labeled as 0) and negative (labeled as 2)

nlp text-classification vietnamese nlp-machine-learning vietnamese-nlp vietnamese-language vietnamese-text-classification text-classification-python

UpdatedSep 26, 2023
Jupyter Notebook

yanqiangmiffy /20newsgroups-text-classification

Star30

对20 newsgroups 数据集进行文本分类

sklearn text-classification-python

UpdatedJul 17, 2018
Python

joaorafaelm /text-classification-python

Star27

An example of retails products classification using scikit and nltk -

python nlp machine-learning scraper amazon scikit-learn virtualenv dataset nltk retail-products-classifier text-classification-python

UpdatedNov 22, 2018
Python

Crisp-Unimib /ContrXT

Star27

a tool for comparing the predictions of any text classifiers

nlp data-science machine-learning natural-language-processing text-classification natural-language data-visualization code-quality human-computer-interaction explainable-ml xai interpretable-machine-learning text-classification-python datascience-machinelearning xai-library trustworthy-machine-learning trustworthy-ai

UpdatedJul 30, 2022
Python

FantacherJOY /Hidden-Markov-Model-for-NLP

Star19

This is about spam classification using HMM model in python language

nlp text-analysis hidden-markov-model spam-classification text-classification-python hidden-markov-model-for-nlp

UpdatedNov 28, 2022
Python

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

Star8

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

nlp html flask deep-learning random-forest text-classification scss text-summarization logistic-regression text-processing decision-trees k-nearest-neighbours nltk-library text-categorization nltk-python text-classification-python ridge-model

UpdatedJul 17, 2021
Jupyter Notebook

faizaladhitama /Hierarchical-Multi-Label-Classification-API

Star8

Hierarchical Multi Label Hate Speech and Abusive Language Classification

twitter text-classification classification indonesia multi-label indonesian hatespeech multilabel multilabel-classification hate-speech abusive-language text-classification-python hate-speech-detection indonesian-hatespeech indonesian-research ujaran-kebencian kata-kasar ujaran

UpdatedMay 22, 2023
Python

alex-raw /imsdb_parse

Star7

Parse movie scripts for linguistic analysis

data-science text-mining parsing text-classification corpus linguistics corpus-linguistics text-classification-python

UpdatedFeb 16, 2022
Python

slyapustin /classifier

Star4

ML classifier application with Tensorflow and Django/Celery

django text-classification tensorflow celery text-classification-python

UpdatedMar 24, 2023
Python

matteo-convertino /hermes

Star3

Hermes is an open-source AI-powered system for automated message filtering in Telegram groups, notifying users only about relevant content through a modular container-based architecture.

ai telegram text-classification artificial-intelligence hermes text-classification-python

UpdatedFeb 27, 2025
Java

souravs17031999 /MicrosoftBing-search-query-prediction

Star3

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

UpdatedOct 24, 2020
HTML

TextPredict is a powerful Python package designed for various text analysis and prediction tasks using advanced NLP models. It simplifies the process of performing sentiment analysis, emotion detection, zero-shot classification, named entity recognition (NER), and more.

nlp sentiment-analysis text-classification python3 transformer zero-shot-learning emotion-classification text-classification-python

UpdatedAug 9, 2024
Python

kjtnicol /news_scraper_api

Star2

scraping bbc news with scrapy, cleanse and store them to public MongoDB database and provide public APIs with AWS, including text-classification example with machine-learning algorithm to predict tag text from BBC news article text.

machine-learning web scraping-websites flask-restful text-classification-python

UpdatedNov 21, 2018
Jupyter Notebook

SharonJin422 /multi-class-text-classification

Star2

textCNN for long-text classification 文本分类

tensorflow textcnn text-classification-python

UpdatedOct 14, 2021
Python

saivivek7495 /NLP_Fake-News-Detection-Classifier

Star1

Note : This Repository consists files of the NLP Project - Fake News Detection Classifier which was held as a Data Science assessment by Techigai ,Hyd.

python machine-learning natural-language-processing deep-learning text-classification regex lstm nltk naive-bayes-classifier tf-idf jupyter-notebooks countvectorizer text-classification-python

UpdatedMar 16, 2021
Jupyter Notebook

FernandoLpz /AnalyzingDocuments

Star1

This project shows up the algorithm k-means implemented to cluster documents from the contest PAN CLEF 2O16 where the topics of the documentes are reviews and novels.

mach sci text-classification-python clus kme

UpdatedFeb 4, 2018
Jupyter Notebook

uom-cse-realitix /text-classification-fyp

Star1

Text Classification Engine for Sensor Fusion

text-classification-python

UpdatedNov 7, 2020
Jupyter Notebook

sakshi01coder /Fake-Product-Review-Detection

Star1

Detects fake product reviews using supervised ML algorithms like SVM, Random Forest, and XGBoost. Uses NLP techniques (tokenization, lemmatization, TF-IDF) for preprocessing. SVM achieved the highest accuracy and F1-score. Aims to enhance trust in online review systems.

text-classification svm-training svm-model nlp-machine-learning svm-classifier machine-learning-projects text-classification-python fake-reviews fake-reviews-analysis review-spam-detection