# NLP and Machine Learning-related

```{toctree}
:hidden:

01_compara_anno_fr
02_classification_prenoms_fr
03_classification_lemonde_fr
```

- [1. Comparer Spacy, StanfordNLP et TreeTagger sur un corpus oral et un corpus de presse 🇫🇷](01_compara_anno_fr)

- [2. Classification de prénoms en genre 🇫🇷](02_classification_prenoms_fr)

- [3. Text Classification: du TF-IDF aux word embeddings en passant par features expertes 🇫🇷](03_classification_lemonde_fr)

- [4. How to build a spell checker with deep learning 🇬🇧](04_spell_checker_en)

- [5. Why using log scale 🇬🇧](05_log_scale_en)

- [6. How to build a LSTM-based Neural Machine Translation model with fairseq 🇬🇧](06_machine_translation_en)

- [7. Everything is translation, build a chatbot using attention and self-attention in fairseq 🇬🇧](07_chatbot_en)