Glossary term
Glossary term
Infrastructure and Serving
An open-source math library that provides efficient array operations in Python. pandas is built on NumPy.
O
Created for this library
An ML engineer uses NumPy to perform array operations in research notebooks and integration tests.
A research team uses NumPy as the foundation for prototyping data transformations before porting them to JAX or PyTorch.
A data science team uses NumPy in evaluation scripts where heavy linear algebra is needed but a deep-learning framework is not.
Definition source: Google for Developers Machine Learning Glossary | Creative Commons Attribution 4.0 License