Initial release
- Thermostat is now installable via PyPI :
pip install thermostat-datasets - 86 feature attribution maps are downloadable currently. The largest dataset "IMDb" with 25k instances is 100% complete with five different fine-tuned models (ALBERT, BERT, ELECTRA, RoBERTa, XLNet) and five different explainers (Gradient x Activation, Integrated Gradients, LIME, Occlusion, Shapley Value Sampling) available.
- Convenience functions such as indexing and visualizing as a heatmap using displaCy are available