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