A family of header-only, very fast and memory-friendly hashmap and btree containers.

Distributed JAX at NERSC (demo).

Basic tools and wrappers for enabling not-too-alien syntax when running columnar Collider HEP analysis.

🔬 A fast, interactive web-based viewer for performance profiles.

Living Review of Machine Learning for Particle Physics

A Python memory profiler for data processing and scientific computing applications

Sampling profiler for Python programs

IPython magic for parallel profiling (like `%time`, but parallel)

"Hacking Dask" tutorial materials

A Python package providing buffer compression and transformation codecs for use in data storage and communication applications.

An open access book on scientific visualization using python and matplotlib

🧩 Shape-Safe Symbolic Differentiation with Algebraic Data Types

Upstream optimisation for downstream inference

Manipulate JSON-like data with NumPy-like idioms.

Manipulate arrays of complex data structures as easily as Numpy.

Python bindings for the C++14 Boost::Histogram library

Python package to facilitate analysis work in in the CMS collaboration.