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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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