calmcode ☕

a collection of notebooks for calmcode.io lessons (and more).

NOTE: Some of these notebooks utilize raw cells to represent command line prompts. These won't render in the GitHub preview but show up fine in Jupyter Notebook or nbviewer (e.g. ngrok in nbviewer). Just FYI in case some notebooks feel like they're missing code. For future notebooks I'll refrain from using raw cells and probably use backticks in Markdown instead.

submission 1

• ngrok | notebook
• venv | notebook

submission 2

• comprehensions | notebook
• scikit-learn | notebook

submission 3

• lunr-py | notebook | data
• hf: ch. 1: introduction to transformer models | quiz

submission 4

• hf: ch. 2: using 🤗 transformers | quiz
• hf: ch. 3: fine-tuning a pretrained model | quiz

submission 5

• hf: ch. 4: sharing models and tokenizers | quiz
• hf: ch. 5: the 🤗 datasets library | quiz

extras

soon™️