From 074b58dffb1ecf5009379b3c35e39d7b7414e9ab Mon Sep 17 00:00:00 2001 From: Nicolas Kruse Date: Mon, 30 Jun 2025 12:32:06 +0200 Subject: [PATCH] Minor README fixes --- README.md | 19 ++++++++++--------- 1 file changed, 10 insertions(+), 9 deletions(-) diff --git a/README.md b/README.md index 421721d..d1a4e6b 100644 --- a/README.md +++ b/README.md @@ -1,20 +1,21 @@ # Gaspype -The python package provides an performant library for thermodynamic calculations +The python package provides a performant library for thermodynamic calculations like equilibrium reactions for several hundred gas species and their mixtures - written in Python/Numpy. Species are treated as ideal gases. Therefore the application is limited to moderate pressures or high temperature applications. -Its designed with goal to be portable to Numpy-style GPU frameworks like JAX and PyTorch. +It is designed with goal to be portable to Numpy-style GPU frameworks like JAX and PyTorch. -## Key features -- Tensor operations to prevent bottlenecks by the python interpreter -- Immutable types -- Elegant pythonic interface -- Great readable and compact syntax when using this package -- Good usability in Jupyter Notebook -- High performance for multidimensional fluid arrays +## Key Features + +- Pure Python implementation with NumPy vectorization for high performance +- Immutable types and comprehensive type hints for reliability +- Intuitive, Pythonic API for both rapid prototyping and complex multidimensional models +- Ready for Jupyter Notebook and educational use +- Designed for future GPU support (JAX, PyTorch) +- Ships with a comprehensive NASA9-based species database ## Installation Installation with pip: