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" } }, "cell_type": "markdown", "id": "loved-sandwich", "metadata": { "tags": [] }, "source": [ "# Emulating some network conditions\n", "\n", "---\n", "\n", "- Website: https://discovery.gitlabpages.inria.fr/enoslib/index.html\n", "- Instant chat: https://framateam.org/enoslib\n", "- Source code: https://gitlab.inria.fr/discovery/enoslib\n", "\n", "---\n", "\n", "## Prerequisites\n", "\n", "