{ "cells": [ { "cell_type": "markdown", "id": "32d23f73", "metadata": {}, "source": [ "# An example" ] }, { "cell_type": "markdown", "id": "dd4f0805", "metadata": { "vscode": { "languageId": "plaintext" } }, "source": [ "Some text." ] }, { "cell_type": "code", "execution_count": 1, "id": "7ad84142", "metadata": {}, "outputs": [], "source": [ "import clinicadl" ] }, { "cell_type": "markdown", "id": "4a07412e", "metadata": {}, "source": [ "More text." ] }, { "cell_type": "code", "execution_count": 2, "id": "a215c998", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "2.0.0\n" ] } ], "source": [ "print(clinicadl.__version__)" ] }, { "cell_type": "code", "execution_count": 3, "id": "a71be8ef", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/thibault.devarax/miniforge3/envs/clinicadl_dev/lib/python3.12/site-packages/torch/cuda/__init__.py:61: FutureWarning: The pynvml package is deprecated. Please install nvidia-ml-py instead. If you did not install pynvml directly, please report this to the maintainers of the package that installed pynvml for you.\n", " import pynvml # type: ignore[import]\n", "/Users/thibault.devarax/miniforge3/envs/clinicadl_dev/lib/python3.12/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n", " from .autonotebook import tqdm as notebook_tqdm\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import torchio as tio\n", "\n", "subject = tio.datasets.Colin27()\n", "subject.plot()" ] } ], "metadata": { "kernelspec": { "display_name": "clinicadl_dev", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.12.0" } }, "nbformat": 4, "nbformat_minor": 5 }