Don Quichotte

Prepare your environment with conda

conda env create -f TAL.yml -n TAL

Activate the environment

conda activate TAL

Glove

Create the vocabulary (once for all)

Create the vocabulary python core/createdictionnary.py data/don_quichotte.txt

Train the glove model

Train the glove model python core/train_glove.py data/don_quichotte.txt data/vocab.json --dim 100 --epochs 10

Explore the results

Explore the results

• Tests : python tests/test_glove.py
• Visualization : python visualization/visualize_glove.py
• Word neighbors: `python visualization/neighbors_glove.py

Word2vec

Create the vocabulary (once)

Create the vocabulary python core/createdictionnary.py data/don_quichotte.txt

Train the word2vec model

Train the word2vec model python core/train.py data/don_quichotte.txt data/vocab.json --dim 100 --epochs 10

Explore the results

• Tests : python tests/test_mots.py
• Visualization : python visualization/plot_embeddings.py
• Word neighbors: python visualization/visualize_neighbors.py