Minor README fixes

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Nicolas Kruse 2025-06-30 12:32:06 +02:00
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# Gaspype # 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 - like equilibrium reactions for several hundred gas species and their mixtures -
written in Python/Numpy. written in Python/Numpy.
Species are treated as ideal gases. Therefore the application is limited to moderate Species are treated as ideal gases. Therefore the application is limited to moderate
pressures or high temperature applications. 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 ## Key Features
- Tensor operations to prevent bottlenecks by the python interpreter
- Immutable types - Pure Python implementation with NumPy vectorization for high performance
- Elegant pythonic interface - Immutable types and comprehensive type hints for reliability
- Great readable and compact syntax when using this package - Intuitive, Pythonic API for both rapid prototyping and complex multidimensional models
- Good usability in Jupyter Notebook - Ready for Jupyter Notebook and educational use
- High performance for multidimensional fluid arrays - Designed for future GPU support (JAX, PyTorch)
- Ships with a comprehensive NASA9-based species database
## Installation ## Installation
Installation with pip: Installation with pip: