Skip to content

• Trained and deployed emotion detector with Word Embeddings, LSTM, BERT using TensorFlow and Transformers. • Fine tunned the Bert-base-cased Encoder Transformer with Tensorflow classification head, provides prediction out of 6 different emotions of the given input tweet with 95% accuracy.

Notifications You must be signed in to change notification settings

nawaz-kmr/Emotion-detector-for-Twitter-messages

Repository files navigation

Sentimental-analysis-of-text-tweets-from-6-different-sentiments-using-Transformers

• Trained and deployed emotion detector with Word Embeddings, LSTM, BERT using TensorFlow and Transformers. •

Fine tunned the Bert-base-cased Encoder Transformer with Tensorflow classification head, provides prediction out of 6 different emotions of the given input tweet with 95% accuracy.

About

• Trained and deployed emotion detector with Word Embeddings, LSTM, BERT using TensorFlow and Transformers. • Fine tunned the Bert-base-cased Encoder Transformer with Tensorflow classification head, provides prediction out of 6 different emotions of the given input tweet with 95% accuracy.

Topics

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published