From 3c02ead5d452db720a21aa1600783dfe2d966168 Mon Sep 17 00:00:00 2001 From: Ali Aghaeifar Date: Tue, 6 Aug 2024 15:54:48 +0200 Subject: [PATCH] update --- demo/spinwalk_example.ipynb | 12 ++++++------ include/README.md | 13 +++++++++++++ 2 files changed, 19 insertions(+), 6 deletions(-) create mode 100644 include/README.md diff --git a/demo/spinwalk_example.ipynb b/demo/spinwalk_example.ipynb index 38c33fd..4014ba0 100644 --- a/demo/spinwalk_example.ipynb +++ b/demo/spinwalk_example.ipynb @@ -669,14 +669,14 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 24, "metadata": { "id": "h424CsngbtwS" }, "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -708,18 +708,18 @@ " ax.spines['top'].set_visible(False)\n", " ax.spines['right'].set_visible(False)\n", " ax.set_xlim([0.1, 300])\n", - " ax.set_ylim([0, 15.5])\n", + " ax.set_ylim([0, 12])\n", " ax.patch.set_visible(False)\n", "\n", " ax.tick_params(axis='both', which='major', labelsize=14)\n", "\n", " if i == 0:\n", " ax.set_ylabel('Signal Change (%)', fontsize=16)\n", - " ax.text(0.7, 0.85, 'GRE', transform=ax.transAxes, fontsize=16)\n", + " ax.text(0.7, 0.80, 'GRE', transform=ax.transAxes, fontsize=16)\n", " if i == 1:\n", - " ax.text(0.4, 0.63, 'SE', transform=ax.transAxes, fontsize=16)\n", + " ax.text(0.38, 0.63, 'SE', transform=ax.transAxes, fontsize=16)\n", " if i == 2:\n", - " ax.text(0.52, 0.5, 'bSSFP', transform=ax.transAxes, fontsize=16)\n", + " ax.text(0.5, 0.5, 'bSSFP', transform=ax.transAxes, fontsize=16)\n", " if i != 0:\n", " ax.set_yticklabels([])\n", " ax.spines['left'].set_visible(False)\n", diff --git a/include/README.md b/include/README.md new file mode 100644 index 0000000..f4c6dfa --- /dev/null +++ b/include/README.md @@ -0,0 +1,13 @@ +# External Libraries + +This project utilizes several amazing open-source libraries. We would like to extend our gratitude to the developers and maintainers of these libraries for their excellent work. Your contributions to the open-source community have significantly improved our project + +## HighFive +We use [HighFive](https://github.com/BlueBrain/HighFive) for HDF5 file manipulation. HighFive is a modern C++ header-only library providing an easy and efficient interface to HDF5. It enables us to handle complex data structures and large datasets seamlessly. + +## indicators +We use [indicators](https://github.com/p-ranav/indicators) for progress indication. Indicators is a lightweight and flexible C++ library to display progress bars in the terminal, making our command-line interface more user-friendly and interactive. + +## CLI11 +We use [CLI11](https://github.com/CLIUtils/CLI11) for command line parsing. CLI11 is a powerful library for creating command-line interfaces with rich features. It simplifies the process of defining and managing command-line arguments, making our application more robust and easier to use. +