Spaces:
Running
Running
| Sentiment Analysis | |
| --- | |
| ### Usage | |
| 1. Clone the repository | |
| 2. `cd` into the repository | |
| 3. Run `just install` to install the dependencies | |
| 4. Run `just app --help` to see the available commands | |
| ### Datasets | |
| - [Sentiment140](https://www.kaggle.com/datasets/kazanova/sentiment140) | |
| - [IMDb](https://www.kaggle.com/datasets/lakshmi25npathi/imdb-dataset-of-50k-movie-reviews) | |
| - [Amazon Reviews](https://www.kaggle.com/datasets/bittlingmayer/amazonreviews) | |
| ### Required tools | |
| - `just` | |
| - `poetry` | |
| ### TODO | |
| - [ ] Use random search for hyperparameter tuning and grid search for fine-tuning | |
| - [ ] Use a stopword list | |
| - [ ] Use xgboost? | |