| Type | Filename  | Size | Date | |
|---|---|---|---|---|
| Lab 1 (N-gram Language Models) Introduction to the NLTK library. Tokenization and N-gram Language Models (LMs). Cross-entropy and perplexity of LMs. Beam-search decoding. | 428.03 KB | 1/16/25 | ||
| Lab 2 (Text Classification w/ MLPs) Introduction to PyTorch. Text classification with MLPs using tf-idf vectors and centroids of pretrained word2vec embeddings. Example with word2vec word embeddings with gensim. | 357.34 KB | 1/29/25 | ||
| Lab 3 (Text Classification w/ RNNs) Text classification with RNNs in PyTorch. | 118.4 KB | 2/13/25 | ||
| Lab 4 (Text Classification w/ CNNs) Text classification with CNNs in PyTorch. | 301.91 KB | 2/27/25 | ||
| Lab 5 (Text Classification w/ Transformers) Text classification with Transformers in PyTorch using HuggingFace🤗. | 31.74 KB | 3/6/25 |
