Spaces:
Running
Running
Sentiment Analysis
Usage
- Clone the repository
cd
into the repository- Run
just install
to install the dependencies - Run
just run --help
to see the available commands
Datasets
Required tools
just
poetry
TODO
- CLI using
click
(commands: predict, train, evaluate) with settings set via flags or environment variables - GUI using
gradio
(tabs: predict, train, evaluate, compare, settings) - For the sklearn model, add more classifiers
- Use random search for hyperparameter tuning and grid search for fine-tuning
- Finish the text pre-processing transformer
- For vectorization, use custom stopwords
- Write own tokenizer/vectorizer
- Add more datasets
- Add more models (e.g. BERT)
- Write tests
- Use xgboost?
- Deploy to huggingface?