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# lab3
Repository for lab 3 template
```
lab3/
├── code/
│ ├── run.sh # master script - ONE PERSON OWNS THIS
│ ├── environment.yaml
│ ├── preprocessing.py # PROVIDED — do not modify
│ ├── embeddings/
│ │ ├── bow.py
│ │ ├── word2vec.py
│ │ ├── glove.py
│ │ ├── bert_pretrained.py
│ │ └── bert_finetuned.py
│ ├── models/
│ │ ├── ridge.py
│ │ └── evaluation.py
│ ├── interpretation/
│ │ ├── shap_analysis.py
│ │ └── lime_analysis.py
│ └── lab3.ipynb
├── data/ # GITIGNORED — do not commit
│ ├── raw/
│ └── embeddings/
├── results/
│ ├── models/
│ └── metrics/
├── figs/
├── documents/
├── report/
│ ├── lab3.pdf
│ └── collaboration.txt
└── other/
```
## Naming Conventions
| Type | Pattern | Example |
|------|---------|---------|
| Embeddings | `{subject}_{split}_{method}_embeddings.npy` | `s1_train_bow_embeddings.npy` |
| Models | `{subject}_{method}_ridge.pkl` | `s1_bow_ridge.pkl` |
| Metrics | `{subject}_{method}_cc_scores.csv` | `s1_bow_cc_scores.csv` |
| Figures | `{subject}_{method}_{what}.png` | `s1_bow_cc_distribution.png` |
**Subjects:** `s1`, `s2` — **Splits:** `train`, `test` — **Methods:** `bow`, `word2vec`, `glove`, `bert`, `bert_finetuned`
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