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GitHub / Francesco9932 / PEC-ML-Classification
Classification of Italian PEC using state-of-the-art (SOTA) techniques, including machine learning and pre-trained deep learning models, as well as SOTA data augmentation
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Francesco9932%2FPEC-ML-Classification
Stars: 0
Forks: 0
Open Issues: 0
License: apache-2.0
Language: Python
Repo Size: 21.5 KB
Dependencies:
9
Created: about 1 month ago
Updated: about 1 month ago
Last pushed: about 1 month ago
Last synced: about 1 month ago
Topics: bert, dataaugmentation, deep-learning, distilbert, electra, fine-tuning, italian-dataset, nlp, torch
Files
Dependencies
- Matplotlib ==3.8.2
- NLTK ==3.8.1
- NumPy ==1.24.4
- Pandas ==1.5.3
- PyTorch ==2.1.2
- Scikit-learn ==1.3.2
- Sentence-Transformers ==2.2.2
- SpaCy ==3.7.2
- Transformers ==4.36.1