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1. Useful Pandas Snippets Useful Pandas Snippets

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   # List unique values in a DataFrame column

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   # h/t @makmanalp for the updated syntax!

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   df['Column Name'].unique()

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   # Convert Series datatype to numeric (will error if column has non-numeric values)

2. Token count for embedding Token count for embedding

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   # FILEPATH: /tiktoken

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   import tiktoken

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   def num_tokens_from_string(string: str, encoding_name: str) -> int:

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       """

3. fastai fastai Public

   Forked from fastai/fastai

   The fast.ai deep learning library, lessons, and tutorials

   Jupyter Notebook

4. OpenAPI-Specification OpenAPI-Specification Public

   Forked from OAI/OpenAPI-Specification

   The OpenAPI Specification Repository

5. pydantic/logfire pydantic/logfire Public

   AI observability platform for production LLM and agent systems.

   Python 4.3k 251