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The python wrapper to the fdaPDE library for physics-informed spatial and functional data analysis.

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fdaPDE-py

The python wrapper to the fdaPDE library
Physics-Informed Spatial and Functional Data Analysis.

Installation

To install fdaPDE-py, first make sure to have Git and:

  • A C++20 compliant compiler. Supported versions:
    • Linux: gcc 14.2 (or higher), clang 17 (or higher)
    • macOS: apple-clang (the XCode version of clang, AppleClang 17 or higher).
  • The Eigen linear algebra library, version 3.4.0.
  • Python 3.7, or higher.

Then

git clone --recurse-submodules https://github.com/fdaPDE/fdaPDE-py
cd fdaPDE-py
python -m venv .venv

# For bash/zsh/sh
source .venv/bin/activate.sh

# For tcsh/csh
source .venv/bin/activate.csh

# For fish
source .venv/bin/activate.fish
# Install the required dependencies
pip install pybind11
pip install numpy
pip install scipy
pip install matplotlib
pip install seaborn

Finally,

pip install .

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The python wrapper to the fdaPDE library for physics-informed spatial and functional data analysis.

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