| [](https://classroom.github.com/a/M062szQU) | |
| # 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` | |