textclassification

There are 2 repositories under textclassification topic.

SALT-NLP / MixText
MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification
mixtext textclassification semisupervised-learning dataaugmentation interpolation computation natural-language-processing textgeneration machine-learning
Language:Jupyter Notebook 342
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）
bert nlp transformer baseline pytorch natural-language-processing textclassification vae-gan text-classification
Language:Python 220
prakhar21 / TextAugmentation-GPT2
Fine-tuned pre-trained GPT2 for custom topic specific text generation. Such system can be used for Text Augmentation.
gpt-2 nlp-machine-learning transformer-architecture text-augmentation natural-language-processing natural-language-generation textclassification
Language:Python 187
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.
fasttext textclassification textcnn textrnn lstm sequence-labeling ner pos-tagging segment
Language:Jupyter Notebook 55
hyunjoonbok / Python-Projects
Portfolio in Python
data datascience data-visualization dataanalytics xgboost lightgbm timeseries nlp deep-learning machine-learning forecasting cnn-classification rnn-pytorch rnn gan augmentation textclassification
Language:Jupyter Notebook 37
rongshunlin / ModifyAI
ModifyAI 公众号项目
textcnn textclassification
Language:Python 26
krishnapriya-18 / COVID-19-Tweet-Classification-using-Roberta-and-Bert-Simple-Transformers
Rank 1 / 216
bert classification covid-19 covid19 roberta sentiment-analysis sentiment-classification text-classification textclassification transformer transformers tweet
Language:Jupyter Notebook 25
irisliucy / Short-text-Classification
Short Text Classification with Deep Neural Networks: An Experimental Analysis
textclassification neural-network machine-learning
18
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.
fakenewsdetection textclassification text-mining vectorization machine-learning scikit-learn vectorizers classifiers ensemble-model news-classification
Language:Python 15
wslc1314 / TextSentimentClassification
TextSentimentClassification, using tensorflow.
textclassification textcnn textrnn crnn rcnn hierarchical-attention-networks bagging stacking tensorflow
Language:Python 14
duncangrubbs / lyrics-to-artist
Finding a Artists Style
keras deepneuralnetworks lstm textclassification geniusapi
Language:Jupyter Notebook 8
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.
tfidf python tfidf-vectorizer tfidfvectorizer textclassification text-clustering nlp text-similarity
Language:Jupyter Notebook 8
daniellibin / health_quesstion_classify
Kesci公众健康问句分类决赛第8名解决方案
bert multilabel-classification textclassification
Language:Jupyter Notebook 6
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.
datascience data analysis python jupyt anaconda anaconda3 training machine deeplearning datacleaning textpreprocessing textclassification predictive-modeling predictiveanalytics projects
Language:Jupyter Notebook 6
AlanShaw-GitHub / toyRNNText
This is a toy implementation of RNNText on zhihu tag classification dataset.
rnn textclassification python tensorflow zhihu
Language:Python 5
liang8qi / ChineseTextClassification
Several methods to solve text classification problems
cnn python rnn svm tensorflow textclassification
Language:Python 5
capstone
lspope / capstone
Sentiment on K-12 Learning during COVID-19
nlp sentiment topicmodeling python textclassification machinelearning tweets
Language:Jupyter Notebook 5
mabdh / go-fasttext
🗚🐀 serving fastText model with golang
fasttext golang nlp textclassification
Language:Go 5
andreacanepa / NaiveBayes-Text-Classification
Naive Bayes algorithm for multi-category text classification.
naivebayes machinelearning textclassification categorization
Language:Python 4
CH-YYK / cnn-lstm-text-classification
Apply CNN-LSTM model on multi-class text classification task.
cnn-lstm textclassification
Language:Python 3
CharaZhu / Twitter-Sentiment-Analysis
Twitter sentiment analysis for 2019 Canadian Elections using Natural Language Processing.
nlp-machine-learning twitter-sentiment-analysis textclassification nltk bag-of-words tf-idf ngrams text-mining
Language:Jupyter Notebook 3
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).
conv1d deep-learning embeddings natural-language-processing pretrained-language-model sequence-classification tensorflow textclassification
Language:Jupyter Notebook 3
sasankpagolu / msk-redefining-cancer-treatment
machine-learning deep-learning textclassification
Language:Python 3
esikmalazman / Newly-iOS
Text Classifier App for iOS, powered by Apple Vision & CreateML framework
coreml vision createml textclassification ios-swift swift uikit mvp-architecture
Language:Swift 2
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! 🚀💬🌍
ai artificialintelligence deeplearning languagetranslationapp machinelearning machinetranslation newsclassification python3 sentimentanalysis textanalysis textclassification textclustering unsupervisedlearning poetrygeneration
Language:Jupyter Notebook 2
anjaliagarwal8 / DisasterTweetsClassification-kaggle
binary-classification kaggle kaggle-competition kaggle-dataset textclassification
Language:Jupyter Notebook 1
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
deep-learning machinelearningalgorithms machine-learning textclassification text-processing natural-language-processing
1
dpinthinker / Lightning_Talk_2017
This is the keynotes and demo notebook for GDG Festival 2017 Beijing Lightning Talk
textclassification tesorflow keras
Language:Jupyter Notebook 1
guimaxing / text-classification-cnn-rnn
应用cnn/rnn实现文本分类
cnn rnn textclassification
Language:Python 1
kaiyoo / NLP-Tweet-classification
Classify whether a tweet constitutes a rumour event
maxmatch max-match textclassification text-classification naive-bayes-classifier logistic-regression tweet-classification tweet-text-classification natural-language-processing machine-learning classification nlp
Language:Jupyter Notebook 1
mc-cat-tty / Text-Classification
Sentimental Analysis/Natural Language Processing in Python
python3 python text-classification textclassification natural-language-processing itis-fermi-modena diagram
Language:Python 1
ravikiransm / Natural_Language_processing_Starter
NLP starter kit
nlp starter starter-kit natural language processing textpreprocessing textclassification tfidf
Language:Jupyter Notebook 1
RohitPhadke / Is-this-real-news-
Source code for Is this fake news! 🔥
textclassification scikit-learn flask docker webapp mlproject
Language:Python 1
surajbisht1809 / CourseProject
Text Classification Competition for Sarcasm Detection in Tweets using BERT model
textclassification tweets bert bert-model sarcasm-detection sarcasm sarcastic-tweets uiuc-mcs-ds surajbisht sahan santosh
Language:Python 1
nickoaryad / Cloudeka2024-NewsClassification
Text classification using NLP with Sequential model developed on LSTM architecture utilizing Embedding and Tokenizer
lstm nlp python tensorflow textclassification embedding sequential-models tokenizer
Language:Jupyter Notebook
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.
cnn datamanagement datavisualization eda evaluation kaggle machine-learning multinomial-naive-bayes nlp random-forest textclassification xgboost
Language:Jupyter Notebook

textclassification

SALT-NLP / MixText

Ricardokevins / Kevinpro-NLP-demo

prakhar21 / TextAugmentation-GPT2

macanv / MQNLP

hyunjoonbok / Python-Projects

rongshunlin / ModifyAI

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

irisliucy / Short-text-Classification

san089 / Big_Data_Project

wslc1314 / TextSentimentClassification

duncangrubbs / lyrics-to-artist

pemagrg1 / Magic-Of-TFIDF

daniellibin / health_quesstion_classify

kkverma / Twitter-Sentiment-Analysis

AlanShaw-GitHub / toyRNNText

liang8qi / ChineseTextClassification

lspope / capstone

mabdh / go-fasttext

andreacanepa / NaiveBayes-Text-Classification

CH-YYK / cnn-lstm-text-classification

CharaZhu / Twitter-Sentiment-Analysis

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

sasankpagolu / msk-redefining-cancer-treatment

esikmalazman / Newly-iOS

MohammadMoradpoor / TextAIHub

anjaliagarwal8 / DisasterTweetsClassification-kaggle

cybergeekgyan / E-mail-Spam-Detection

dpinthinker / Lightning_Talk_2017

guimaxing / text-classification-cnn-rnn

kaiyoo / NLP-Tweet-classification

mc-cat-tty / Text-Classification

ravikiransm / Natural_Language_processing_Starter

RohitPhadke / Is-this-real-news-

surajbisht1809 / CourseProject

nickoaryad / Cloudeka2024-NewsClassification

suraj5424 / Cuisine-Prediction