GitHub - prajwalnayaka/Text_Sentiment: Text emotion detection using DistilBERT model. Trained on a custom dataset, access it here: [https://www.kaggle.com/datasets/prajwalnayakat/text-emotion]

This project uses the DistilBERT model. I concatenated 3 smaller datasets into a huge dataset in order to prevent data starvation as transformer architecture (such as in BERT or DistilBERT) is extremely data hungry. Click here for the dataset.

Name		Name	Last commit message	Last commit date
Latest commit History 28 Commits
static		static
templates		templates
.gitattributes		.gitattributes
.gitignore		.gitignore
DistilBERT.ipynb		DistilBERT.ipynb
LR_RFC.ipynb		LR_RFC.ipynb
README.md		README.md
app.py		app.py
convert_to_onnx.py		convert_to_onnx.py
creating_dataset.ipynb		creating_dataset.ipynb
inference.py		inference.py
manual_test.py		manual_test.py
requirements.txt		requirements.txt