Installation

The easiest way to install pyethnicity is through pip. Simply run

pip install pyethnicity

Note that pyethnicity depends on several packages

1. onnxruntime-gpu: For fast and flexible inference

2. pandas: For the final output DataFrames

3. polars: For fast and memory efficient cleaning routines

4. pyarrow: For parquet files

5. pycutils: A lightweight, stdlib-only collection of useful functions

6. tqdm: A lightweight progress bar