The News Classifier web app was built using concepts of NLP(Natural Language Processing) and Machine Learning with an accuracy of 91.4 %.
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Feb 20, 2023 - Jupyter Notebook
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newsclassification
Here are 18 public repositories matching this topic...
News Scrapping And Classification
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Mar 15, 2020 - Jupyter Notebook
Text classification implementation based on TextCNN and transformers.BertTokenizer. Includes training, prediction, data loading, and accuracy evaluation.
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Jul 16, 2024 - Python
Fake News Detection website using Machine Learning by Team Ai
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Jan 13, 2022 - CSS
A machine learning model that detects fake vs real news using TF-IDF and a PassiveAggressiveClassifier, achieving ~99% accuracy. Includes full preprocessing, model training, evaluation, and a Flask web app for real-time predictions.
javascript css python html flask machine-learning fakenewsdetection newsclassification passiveaggressiveclassifier flaskapplication
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Nov 11, 2025 - Python
News-Articles-Sorting project is a machine learning-based system that aims to automatically categorize and sort news articles into predefined categories.
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Aug 3, 2023 - Python
Classify news witch is Art, Economy, Military, Sport etc in Chinese.
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May 24, 2021 - Jupyter Notebook
Using Gensim and SpaCy models for topic modeling in the news, and experimenting with LTSMs and GRUs to explore features such as writing style and sentiment per news category
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Nov 2, 2022 - Jupyter Notebook
A group project to help people identify categories of tags for large quantities of untracked news articles with headlines or short descriptions available.
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Jun 23, 2021 - Jupyter Notebook
A Develop a multi-class classification model to classify news content according to their specific categories.
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Jul 19, 2021
Persian news classification
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Apr 24, 2024 - Jupyter Notebook
An implementation of a deep convolutional neural network to classify Persian news topics.
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Oct 28, 2022 - Python
This is a MultiLingual News Classifier using NLP and ML
nlp machine-learning jupyter-notebook nltk nlp-machine-learning nltk-library joblib newsclassification indicnlp indic-nlp-library inltk
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Nov 20, 2024 - Jupyter Notebook
🚀 Built a News Topic Classifier using NLP techniques with Logistic Regression and TF-IDF 💻✨ Developed and deployed an interactive, user-friendly Streamlit web app for real-time 📰 news classification and 📊 text analytics
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May 18, 2025 - Jupyter Notebook
News Topic Classification with Support Vector Machine
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Jan 8, 2020 - Python
📰 BBC News Article Classifier: A project that categorizes BBC News articles into business, entertainment, politics, sport, and tech 🏙️. Utilizes NLP techniques to build a precise classification model for text data, delivering accurate categorization 🤖.
python nlp data-science machine-learning natural-language-processing bbc ai deep-learning sentiment-analysis text-classification kaggle topic-modeling dataanalysis newsclassification mediaanalytics
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Jul 14, 2025 - Jupyter Notebook
This project applies NLP and LLMs to detect misinformation in climate and environmental news.
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Dec 26, 2025 - Python
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