Ecosyste.ms: Awesome

https://github.com/zayedrais/documentsearchengine

Document Search Engine project with TF-IDF abd Google universal sentence encoder model

data-science deep-learning document-search document-similarity juypter machine-learning python python-text-analysis semantic-search semantic-search-engine tensorflow tensorflow-models tensorflow-tutorials text-analysis text-search text-semantic-similarity tfidf tfidf-text-analysis tfidf-vectorizer universal-sentence-encoder

Last synced: 26 Sep 2024

https://github.com/sanjanahombal/study-on-sentiment-analysis

This project explores the optimal combination of Bag-of-Words and TF-IDF vectorization with Naive Bayes and SVM for sentiment analysis. It evaluates performance using accuracy, precision, recall, and F1-score, addressing ethical concerns like data privacy and bias to improve sentiment classification in real-world applications.

bag-of-words confusionmatrix googlecollab gridsearch-crossvalidation matplotlib-pyplot naive-bayes-classifier numpy pandas seaborn sklearn svm-classifier tfidf-vectorizer

Last synced: 26 Sep 2024

https://github.com/fyt3rp4til/tfidf-emotiondetection

multinomial-naive-bayes n-grams random-forest spacy tfidf-vectorizer

Last synced: 25 Sep 2024

https://github.com/chandkund/sms-spam-detection

The goal is to develop a classification model that can accurately differentiate between spam and non-spam messages. This is crucial for applications like email filtering, SMS spam detection, and improving overall user experience by reducing the influx of unwanted or malicious content.

matplotlib nlp-machine-learning numpy pandas seaborn stemming tfidf-vectorizer tokenization

Last synced: 26 Sep 2024

https://github.com/sanjanahombal/sentiment-analysis-using-neural-networks

This project explores sentiment analysis using neural networks

convolutional-neural-networks countvectorizer deep-learning keras matplotlib neural-network numpy python tensorflow tfidf-vectorizer

Last synced: 26 Sep 2024

https://github.com/ardra-a-h/resume-parser

artificial-intelligence cosine-similarity machine-learning nlp sklearn tfidf-vectorizer

Last synced: 26 Sep 2024