Ecosyste.ms: Repos

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GitHub topics: textclassification

Repositories

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: 337 KB - Last synced: 9 days ago - Pushed: 9 days ago - Stars: 26 - Forks: 1

SALT-NLP/MixText

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

Language: Jupyter Notebook - Size: 28.4 MB - Last synced: 2 days ago - Pushed: almost 4 years ago - Stars: 346 - Forks: 61

hyunjoonbok/Python-Projects

Portfolio in Python

Language: Jupyter Notebook - Size: 43 MB - Last synced: 3 days ago - Pushed: 11 months ago - Stars: 38 - Forks: 14

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: 14 days ago - Pushed: almost 3 years ago - Stars: 1 - Forks: 0

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: 551 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 217 - Forks: 45

suraj5424/Cuisine-Prediction

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: 0 Bytes - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

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: 3 months ago - Pushed: almost 5 years ago - Stars: 6 - Forks: 2

nicky7767/DL_Saarthi.ai

Language: Jupyter Notebook - Size: 366 KB - Last synced: 3 months ago - Pushed: over 2 years 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: 4 months ago - Pushed: 4 months 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: 4 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 0

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: 3 months ago - Pushed: 10 months ago - Stars: 184 - Forks: 41

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: 4 months ago - Pushed: 5 months ago - Stars: 0 - Forks: 0

SHARONZACHARIA/Flask-Social-App

a starter project for web apps with flask

Language: CSS - Size: 29.8 MB - Last synced: 7 months ago - Pushed: over 2 years ago - Stars: 0 - 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: 7 months ago - Pushed: over 6 years ago - Stars: 1 - Forks: 0

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: 7 months ago - Pushed: over 3 years ago - Stars: 6 - Forks: 2

mc-cat-tty/Text-Classification

Sentimental Analysis/Natural Language Processing in Python

Language: Python - Size: 225 MB - Last synced: 13 days ago - Pushed: over 3 years ago - Stars: 1 - 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: 4 months ago - Pushed: 8 months ago - Stars: 0 - Forks: 0

iambankaratharva/Tag-Prediction-on-Stack-Overflow-Posts

Using NLP or prediction of stack overflow posts using linear models for multi-class classification

Language: Jupyter Notebook - Size: 81.1 KB - Last synced: 8 months ago - Pushed: over 3 years ago - Stars: 0 - 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: about 2 months ago - Pushed: over 3 years ago - Stars: 1 - Forks: 2

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

NLP for Classifying Consumer Tweets

Language: Jupyter Notebook - Size: 31.3 MB - Last synced: 9 months ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

lspope/capstone

Sentiment on K-12 Learning during COVID-19

Language: Jupyter Notebook - Size: 40.4 MB - Last synced: 9 months ago - Pushed: about 3 years ago - Stars: 5 - Forks: 0

PythonCoderUnicorn/Python-NLP

NLP in Python course on Udemy (2019)

Language: Jupyter Notebook - Size: 8.54 MB - Last synced: 9 months ago - Pushed: almost 3 years ago - Stars: 0 - Forks: 0

mabdh/go-fasttext

🗚🐀 serving fastText model with golang

Language: Go - Size: 1.12 MB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 5 - Forks: 3

anjaliagarwal8/DisasterTweetsClassification-kaggle

Language: Jupyter Notebook - Size: 651 KB - Last synced: 9 months ago - Pushed: about 3 years ago - Stars: 1 - 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: 11 months ago - Pushed: 11 months 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: 12 months ago - Pushed: 12 months ago - Stars: 0 - Forks: 0

duncangrubbs/lyrics-to-artist

Finding a Artists Style

Language: Jupyter Notebook - Size: 3.97 MB - Last synced: 9 months ago - Pushed: about 4 years ago - Stars: 7 - Forks: 1

dikshap07/NLP

NLP Concepts and Projects

Language: Jupyter Notebook - Size: 37.1 KB - Last synced: 12 months ago - Pushed: about 1 year ago - Stars: 0 - 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: about 1 year ago - Pushed: almost 3 years ago - Stars: 3 - Forks: 1

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: about 1 year ago - Pushed: about 4 years ago - Stars: 13 - Forks: 8

irisliucy/Short-text-Classification

Short Text Classification with Deep Neural Networks: An Experimental Analysis

Size: 268 MB - Last synced: about 1 year ago - Pushed: over 5 years ago - Stars: 17 - Forks: 5

QiutingWang/NLP

Language: Jupyter Notebook - Size: 35.6 MB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 0 - Forks: 0

rongshunlin/ModifyAI

ModifyAI 公众号项目

Language: Python - Size: 846 KB - Last synced: about 1 year ago - Pushed: almost 4 years ago - Stars: 24 - Forks: 14

esikmalazman/Newly-iOS

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

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

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: about 1 year ago - Pushed: almost 4 years ago - Stars: 6 - Forks: 2

marwanmusa/NLP-FakeJobPost-Prediction

Repository of Hacktiv8 Milestone Project Phase 2 NLP Text Classification

Language: Jupyter Notebook - Size: 18.9 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

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: about 1 year ago - Pushed: over 5 years ago - Stars: 56 - Forks: 23

kaiyoo/NLP-Tweet-classification

Classify whether a tweet constitutes a rumour event

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

lorenzlorg/Text-Mining-and-Search

Progetto Text Mining and Search

Language: Jupyter Notebook - Size: 8.97 MB - Last synced: 12 months ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 1

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: about 1 year ago - Pushed: over 2 years ago - Stars: 0 - Forks: 2

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: about 1 year ago - Pushed: almost 3 years ago - Stars: 0 - Forks: 0

textclassification 50 nlp 16 machine-learning 12 natural-language-processing 8 python 7 bert 7 machinelearning 4 deep-learning 4 rnn 3 deeplearning 3 datascience 3 tfidf 3 lstm 3 tensorflow 3 python3 3 keras 3 sentiment-analysis 3 text-classification 3 multinomial-naive-bayes 2 tokenization 2 ner 2 kaggle 2 sequence-labeling 2 eda 2 text-mining 2 tfidf-vectorizer 2 flask 2 textpreprocessing 2 bagofwords 2 textcnn 2 naive-bayes-classifier 2 nlp-machine-learning 2 scikit-learn 2 preprocessing 2 data 2 fasttext 2 dataanalytics 2 transformer 2 pytorch 2 textclustering 2 tweets 2 xgboost 2 textgeneration 2 topicmodeling 2 jupyternotebooks 1 gensim 1 documentvectors 1 datapreprocessing 1 fakenewsdetection 1 news-classification 1 accuracymetrics 1 unsupervisedlearning 1 vectorization 1 textanalysis 1 sentimentanalysis 1 vectorizers 1 ernie 1 ensemble-model 1 classifiers 1 sequence-classification 1 pretrained-language-model 1 embeddings 1 conv1d 1 nltk 1 tokens 1 randomforest 1 scikitlearn 1 tfidfvectors 1 wordvectors 1 standardization 1 normalization 1 geniusapi 1 deepneuralnetworks 1 logistic-regression 1 max-match 1 maxmatch 1 tweet-classification 1 tweet-text-classification 1 dataexploration 1 textrepresentation 1 topic-modeling 1 chinese 1 topicmodelling 1 law 1 cnn-lstm 1 docker 1 mlproject 1 webapp 1 spark-mllib 1 spark-streaming 1 multilingual 1 roundtrip 1 translation 1 zhihu 1 neural-network 1 gpt3 1 pyldavis 1 stemming 1 t5 1 textsummarization 1