AeroGuard

Risk Evaluation System for Improving Aviation Safety

Data

Data used for this project is taken from huggingface (link) and stored in ./00_Data/Original Data.

References

• Simple Training with the 🤗 Transformers Trainer
• Ensemble machine learning models for aviation incident risk prediction
• Deep learning for extracting word-level meaning from safety report narratives
• Setup Git Large File Storage
• pytorch-nlp, docs
• Finetune BERT
• Transformers, can you rate the complexity of reading passages?
• MULTI-LABEL TEXT CLASSIFICATION USING 🤗 BERT AND PYTORCH
• Multi-Label Classification on Unhealthy Comments - Finetuning RoBERTa with PyTorch - Coding Tutorial