textclassification | Topic | Ecosyste.ms: Repos

Topic: "textclassification"

SALT-NLP/MixText

MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification

Language: Jupyter Notebook - Size: 28.4 MB - Last synced at: 24 days ago - Pushed at: about 5 years ago - Stars: 356 - Forks: 62

Ricardokevins/Kevinpro-NLP-demo

All NLP you Need Here. 目前包含15个NLP demo的pytorch实现（大量代码借鉴于其他开源项目，原先是自己玩的，后来干脆也开源出来）

Language: Python - Size: 613 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 276 - Forks: 55

prakhar21/TextAugmentation-GPT2

Fine-tuned pre-trained GPT2 for custom topic specific text generation. Such system can be used for Text Augmentation.

Language: Python - Size: 655 KB - Last synced at: 28 days ago - Pushed at: almost 2 years ago - Stars: 193 - Forks: 43

macanv/MQNLP

自然语言处理相关实验实现 some experiment of natural language processing, Like text classification, named entity recognition, pos-tags, segment, key words extractor, auto summarize etc.

Language: Jupyter Notebook - Size: 40.7 MB - Last synced at: about 2 months ago - Pushed at: over 6 years ago - Stars: 53 - Forks: 22

hyunjoonbok/Python-Projects

Portfolio in Python

Language: Jupyter Notebook - Size: 43 MB - Last synced at: about 2 months ago - Pushed at: almost 2 years ago - Stars: 44 - Forks: 14

krishnapriya-18/COVID-19-Tweet-Classification-using-Roberta-and-Bert-Simple-Transformers

Rank 1 / 216

Language: Jupyter Notebook - Size: 451 KB - Last synced at: 20 days ago - Pushed at: about 5 years ago - Stars: 27 - Forks: 16

rongshunlin/ModifyAI

ModifyAI 公众号项目

Language: Python - Size: 846 KB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 24 - Forks: 14

san089/Big_Data_Project

Fake News Detection - Feature Extraction using Vectorization such as Count Vectorizer, TFIDF Vectorizer, Hash Vectorizer,. Then used an Ensemble model to classify whether the news is fake or not.

Language: Python - Size: 12.4 MB - Last synced at: about 2 months ago - Pushed at: over 5 years ago - Stars: 19 - Forks: 12

irisliucy/Short-text-Classification

Short Text Classification with Deep Neural Networks: An Experimental Analysis

Size: 268 MB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 17 - Forks: 5

wslc1314/TextSentimentClassification

TextSentimentClassification, using tensorflow.

Language: Python - Size: 4.89 MB - Last synced at: about 2 months ago - Pushed at: about 7 years ago - Stars: 15 - Forks: 13

duncangrubbs/lyrics-to-artist

Finding a Artists Style

Language: Jupyter Notebook - Size: 3.97 MB - Last synced at: almost 2 years ago - Pushed at: about 5 years ago - Stars: 7 - Forks: 1

mabdh/go-fasttext

🗚🐀 serving fastText model with golang

Language: Go - Size: 1.12 MB - Last synced at: 2 months ago - Pushed at: almost 2 years ago - Stars: 6 - Forks: 3

daniellibin/health_quesstion_classify

Kesci公众健康问句分类决赛第8名解决方案

Language: Jupyter Notebook - Size: 438 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 6 - Forks: 2

pemagrg1/Magic-Of-TFIDF

TFIDF being the most basic and simple topic in NLP, there's alot that can be done using TFIDF only! So, in this repo, I'll be adding the blog, TFIDF basics, wonders done using tfidf etc.

Language: Jupyter Notebook - Size: 465 KB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 6 - Forks: 2

kkverma/Twitter-Sentiment-Analysis

A basic machine learning model built in python jupyter notebook to classify whether a set of tweets into two categories: racist/sexist non-racist/sexist.

Language: Jupyter Notebook - Size: 6.34 MB - Last synced at: over 1 year ago - Pushed at: almost 6 years ago - Stars: 6 - Forks: 2

lspope/capstone

Sentiment on K-12 Learning during COVID-19

Language: Jupyter Notebook - Size: 40.4 MB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 5 - Forks: 0

AlanShaw-GitHub/toyRNNText

This is a toy implementation of RNNText on zhihu tag classification dataset.

Language: Python - Size: 1.08 MB - Last synced at: about 2 months ago - Pushed at: over 6 years ago - Stars: 5 - Forks: 0

janmejaybhoi/Sequential-Sentence-Classification-in-Medical-Abstracts

Implemented a Research paper "PubMed 200k RCT: a Dataset for Sequential Sentence Classification in Medical Abstracts. Use Hybrid Embedding (char + token + positional).

Language: Jupyter Notebook - Size: 739 KB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 3 - Forks: 1

CH-YYK/cnn-lstm-text-classification

Apply CNN-LSTM model on multi-class text classification task.

Language: Python - Size: 16.1 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 3 - Forks: 2

sasankpagolu/msk-redefining-cancer-treatment

Language: Python - Size: 524 KB - Last synced at: 5 months ago - Pushed at: over 7 years ago - Stars: 3 - Forks: 1

fast-llm/FastTextClassification

FastTextClassification is all you need for text classification! Fast text classification for everyone, enjoy your NLP journey! 这可能是目前为止最全面的开源文本分类项目，支持中英双语、多种模型、多种任务。

Language: Python - Size: 302 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 2 - Forks: 0

esikmalazman/Newly-iOS

Text Classifier App for iOS, powered by Apple Vision & CreateML framework

Language: Swift - Size: 944 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 1

Rashiin/consumer-sentiment-analysis

Sentiment Analysis for Consumer Behavior Prediction

Language: Jupyter Notebook - Size: 24.8 MB - Last synced at: 3 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

A robust fake news detection system leveraging machine learning models (SVM and Random Forest) to identify political misinformation. Includes preprocessing, training, and evaluation scripts with datasets available for download.

Language: Jupyter Notebook - Size: 284 KB - Last synced at: about 2 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

YomnaEskander/NAS-A-News-Analysis-Chatbot-

We developed a system to streamline the news consumption process, providing a seamless and smooth user experience. Using a chatbot interface, the system delivers analyzed and summarized daily news from trusted sources.

Language: Jupyter Notebook - Size: 2.84 MB - Last synced at: about 2 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 0

kaiyoo/NLP-Tweet-classification

Classify whether a tweet constitutes a rumour event

Language: Jupyter Notebook - Size: 10.7 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

cybergeekgyan/E-mail-Spam-Detection

Comparing four different Deep Learning and machine Learning Algorithms to build a Spam Detector to identify unsolicited and unwanted emails. Exploring the process of classifying emails as spam or not spam by converting text data(emails) into vectors and Evaluate their performance

Size: 1000 Bytes - Last synced at: about 1 year ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 0

RohitPhadke/Is-this-real-news-

Source code for Is this fake news! 🔥

Language: Python - Size: 8.2 MB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 0

anjaliagarwal8/DisasterTweetsClassification-kaggle

Language: Jupyter Notebook - Size: 651 KB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

surajbisht1809/CourseProject Fork of azk0019/CourseProject

Text Classification Competition for Sarcasm Detection in Tweets using BERT model

Language: Python - Size: 82.6 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 2

mc-cat-tty/Text-Classification

Sentimental Analysis/Natural Language Processing in Python

Language: Python - Size: 225 MB - Last synced at: 2 months ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

dpinthinker/Lightning_Talk_2017

This is the keynotes and demo notebook for GDG Festival 2017 Beijing Lightning Talk

Language: Jupyter Notebook - Size: 57.9 MB - Last synced at: 3 months ago - Pushed at: over 7 years ago - Stars: 1 - Forks: 0

omurkoc/enhanced-sentiment-analysis

A unique sentiment analysis model on IMDB reviews with custom negation handling. Instead of generic preprocessing, it smartly tags words after negators like "not" (e.g., "not good" → "not_good"), preserving sentiment context. Comparison of models with and without this logic shows improved accuracy and real-world reliability.

Language: Python - Size: 9.77 KB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 0 - Forks: 0

romanmicuda/resume-dataset

A collection of Resume Examples taken from livecareer.com for categorizing a given resume into any of the labels defined in the dataset.

Language: Jupyter Notebook - Size: 84 KB - Last synced at: about 1 month ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

asRot0/IMDB_Sentiment_Analysis

Sentiment Analysis on IMDB Reviews using ML models with optimized preprocessing, SMOTE balancing, and hyperparameter tuning for peak performance.

Language: Jupyter Notebook - Size: 796 KB - Last synced at: 7 days ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

asRot0/SpaCy_NER

SpaCy-based NER🧠 implementation for extracting and classifying entities from text✨

Language: Jupyter Notebook - Size: 148 KB - Last synced at: 24 days ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

steveee27/Two-Stage-BERT-for-Sports-News-Classification-Using-LLM

This project scrapes sports news articles, classifies them using a Two-Stage BERT model with Large Language Models (LLM). The first stage distinguishes between football and non-football news, while the second classifies football articles into specific leagues like Liga Inggris, Liga Indonesia, etc.

Language: Jupyter Notebook - Size: 3.01 MB - Last synced at: 3 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

herbitovich/multiclassTextClassification_RU

A RuBERT-based PyTorch + TensorFlow models: personal news-recommender system and multiclass news classification.

Language: Jupyter Notebook - Size: 19.6 MB - Last synced at: 3 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

Projects-Developer/Biased-Unbiased-News-Detection-Project

This project aims to develop a system that can automatically detect biased and unbiased news articles. Project Includes Source Code, PPT, Synopsis, Report, Documents, Base Research Paper & Video tutorials

Size: 5.86 KB - Last synced at: 3 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

Projects-Developer/Email-Spam-Detection-Project

This project aims to develop a machine learning-based system for detecting spam emails. Email Spam Detection Project With Code, Documents, PPT, Report and Video

Size: 5.86 KB - Last synced at: 3 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

Projects-Developer/Spam-Detection-Project

This project aims to design and develop a robust spam detection system that can accurately classify incoming messages or emails as spam or legitimate. Spam Detection Project Project Includes Source Code, PPT, Synopsis, Report, Documents, Base Research Paper & Video tutorials

Size: 5.86 KB - Last synced at: 3 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

Projects-Developer/CyberBullying-Detection-using-Machine-Learning

Cyberbullying is a growing concern in the digital age, affecting millions of individuals worldwide. Cyberbullying Detection Using Machine Learning. Project Includes Project Includes Source Code, PPT, Synopsis, Report, Documents, Base Research Paper & Video tutorials

Size: 6.84 KB - Last synced at: 3 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

Projects-Developer/Fake-News-Detection-Using-Machine-Learning-Deep-Learning

This project aims to develop a robust fake news detection system using machine learning and deep learning techniques. Project Includes Source Code, PPT, Synopsis, Report, Documents, Base Research Paper & Video tutorials

Size: 7.81 KB - Last synced at: 3 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

suraj5424/Cuisine-Prediction

An NLP task to predict Cuisine from recipe data, visualize cuisine distribution, train MNB, XGBoost, CNN, and Random Forest models for cuisine prediction, and evaluate performance with accuracy, confusion matrix, and classification report.

Language: Jupyter Notebook - Size: 2.37 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

asghar-rizvi/Email-Spam-Detector-EDA-Model-Building-and-Flask-Integration

The Email Spam Detector project uses Python to identify spam emails. It leverages a Kaggle dataset for training, employs TfidfVectorizer for preprocessing, and selects a Naive Bayes model for its performance. The Flask-based web app features an HTML/CSS frontend for user input and spam classification.

Language: Jupyter Notebook - Size: 679 KB - Last synced at: 3 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

nickoaryad/Cloudeka2024-NewsClassification

Text classification using NLP with Sequential model developed on LSTM architecture utilizing Embedding and Tokenizer

Language: Jupyter Notebook - Size: 2.4 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

halfdeb/Text-Classifier-using-self-implemented-Naive-Bayes-

Explore the world of text classification with this project that showcases a text classifier built from the ground up using a self-implemented Naive Bayes algorithm. Leveraging the 20 Newsgroups dataset from scikit-learn, this project guides you through the process of data exploration, preprocessing, and model training.

Language: Jupyter Notebook - Size: 51.8 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

Aurelio-Naufal/Case-Study-Data-Mining-Aplikasi-Model-Klasifikasi-Kelompok-8

Hoax Data Classification Text Analytics

Language: Jupyter Notebook - Size: 2.46 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

QiutingWang/NLP

Language: Jupyter Notebook - Size: 35.6 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

HealthyData-Hub/Predicting-Sentiment-Based-on-Drug-Product-User-Reviews-for-Informed-Decision-Making-Part-1

Review sentiment based on drug user reviews text/ dataset, using a supervised binary text classifier, which will classify user reviews as positive or negative

Language: Jupyter Notebook - Size: 2.21 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

MohammadMoradpoor/TextAIHub

📚🧠🌐 Welcome to TextAIHub repository! Explore the fascinating realm of NLP, text generation, sentiment analysis, and beyond. Join us in propelling language understanding to new frontiers through state-of-the-art AI models and advanced techniques. Together, let's ignite a revolution in text processing! 🚀💬🌍

Language: Jupyter Notebook - Size: 60.6 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

abhishekGarg26/Natural_Language_Processing

🤖💻This repository showcases a comprehensive Natural Language Processing (NLP) pipeline implemented in Python using Jupyter notebooks. The pipeline deploys various machine learning techniques to classify labeled dataset. The pipeline employs comparisons of the dataset using Recurrent Neural Network (RNN) and RandomForest Classifier algorithms.

Language: Jupyter Notebook - Size: 688 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

dikshap07/NLP

NLP Concepts and Projects

Language: Jupyter Notebook - Size: 37.1 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

marwanmusa/NLP-FakeJobPost-Prediction

Repository of Hacktiv8 Milestone Project Phase 2 NLP Text Classification

Language: Jupyter Notebook - Size: 18.9 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

lorenzlorg/Text-Mining-and-Search

Progetto Text Mining and Search

Language: Jupyter Notebook - Size: 8.97 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 1

SHARONZACHARIA/Flask-Social-App

a starter project for web apps with flask

Language: CSS - Size: 29.8 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

nicky7767/DL_Saarthi.ai

Language: Jupyter Notebook - Size: 366 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

enjuichang/Unify-Text-Classifier

Text classification into labels for news articles using BERT. Trained by scraping Dcard, THUNews dataset, Toutiao dataset, and news articles in Taiwan. Achieves 0.91 accuracy for single-label classification.

Language: Jupyter Notebook - Size: 302 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 2

Se-Hun/AILAW

AILAW는 대표적인 전문가용 문서의 하나인 판례에서의 범죄 사실에 대한 주요 정보를 자동으로 추출하기 위한 데이터셋 및 방법론을 제안합니다.

Language: Python - Size: 15 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

PythonCoderUnicorn/Python-NLP

NLP in Python course on Udemy (2019)

Language: Jupyter Notebook - Size: 8.54 MB - Last synced at: 3 months ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

bholeneha/Text_Classification

This project tests if machine learning provides a sufficient accuracy level for predicting topic classification on unseen text. LDA and Naive Bayes algorithms used. Data cleaned and uploaded to AWS S2 storage and imported to google colab using PySpark for analysis.

Language: Jupyter Notebook - Size: 84.5 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

Topic: "textclassification"

surajbisht1809/CourseProject Fork of azk0019/CourseProject

lspope/dsc-phase-4-project Fork of learn-co-curriculum/dsc-phase-4-project