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<li class="toctree-l1 has-children"><a class="reference internal" href="background/index.html">Some Background</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
<li class="toctree-l2"><a class="reference internal" href="background/os_history/objectives_materials.html">A Brief History of Operating Systems</a></li>
<li class="toctree-l2"><a class="reference internal" href="background/graphs/objectives_materials.html">Graphs</a></li>
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<li class="toctree-l2"><a class="reference internal" href="git/introduction/objectives_materials.html">Introduction and Overview</a></li>
<li class="toctree-l2"><a class="reference internal" href="git/why_git/objectives_materials.html">Why git?</a></li>
<li class="toctree-l2"><a class="reference internal" href="git/installing_git/objectives_materials.html">Installing git and some useful shell commands</a></li>
<li class="toctree-l2"><a class="reference internal" href="git/how_git_works/objectives_materials.html">How git works</a></li>
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<li class="toctree-l2"><a class="reference internal" href="git/merging_and_conflicts/objectives_materials.html">Merging and resolving merge conflicts</a></li>
<li class="toctree-l2"><a class="reference internal" href="git/github/objectives_materials.html">Introduction to GitHub</a></li>
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<li class="toctree-l2"><a class="reference internal" href="pandas/functional/functional_pandas.html">Functional data management: Example</a></li>
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<li class="toctree-l1 has-children"><a class="reference internal" href="scientific_computing/index.html">Scientific Computing</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
<li class="toctree-l2"><a class="reference internal" href="scientific_computing/what_is_numpy/objectives_materials.html">What is numpy?</a></li>
<li class="toctree-l2"><a class="reference internal" href="scientific_computing/creating_arrays/objectives_materials.html">Creating arrays</a></li>
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<li class="toctree-l2"><a class="reference internal" href="scientific_computing/calculations_on_arrays/objectives_materials.html">Calculations on arrays</a></li>
<li class="toctree-l2"><a class="reference internal" href="scientific_computing/calculations_between_arrays/objectives_materials.html">Calculations between arrays</a></li>
<li class="toctree-l2"><a class="reference internal" href="scientific_computing/randomness/objectives_materials.html">Randomness</a></li>
<li class="toctree-l2"><a class="reference internal" href="scientific_computing/broadcasting/objectives_materials.html">Broadcasting</a></li>
<li class="toctree-l2"><a class="reference internal" href="scientific_computing/optimization_intro/objectives_materials.html">Introduction to numerical optimization</a></li>
<li class="toctree-l2"><a class="reference internal" href="scientific_computing/estimagic_features/objectives_materials.html">Estimagic overview</a></li>
<li class="toctree-l2"><a class="reference internal" href="scientific_computing/optimization_mechanics/objectives_materials.html">Using estimagic’s minimize and maximize</a></li>
<li class="toctree-l2"><a class="reference internal" href="scientific_computing/optimization_histories/objectives_materials.html">Visualizing optimizer histories</a></li>
<li class="toctree-l2"><a class="reference internal" href="scientific_computing/optimization_algorithms/objectives_materials.html">Choosing optimization algorithms</a></li>
<li class="toctree-l2"><a class="reference internal" href="scientific_computing/speedup_intro/objectives_materials.html">Introduction to making code fast</a></li>
<li class="toctree-l2"><a class="reference internal" href="scientific_computing/speedup_measuring_time/objectives_materials.html">Measuring runtime</a></li>
<li class="toctree-l2"><a class="reference internal" href="scientific_computing/speedup_snakeviz/objectives_materials.html">Profiling code with snakeviz</a></li>
<li class="toctree-l2"><a class="reference internal" href="scientific_computing/speedup_line_profile/objectives_materials.html">Line profiling</a></li>
<li class="toctree-l2"><a class="reference internal" href="scientific_computing/speedup_numpy/objectives_materials.html">Writing fast code with numpy</a></li>
<li class="toctree-l2"><a class="reference internal" href="scientific_computing/speedup_numba/objectives_materials.html">Writing fast code with numba</a></li>
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<li class="toctree-l2"><a class="reference internal" href="projects/reproducibility/objectives_materials.html">What does reproducibility mean?</a></li>
<li class="toctree-l2"><a class="reference internal" href="projects/what_does_pytask_do/objectives_materials.html">What does pytask do?</a></li>
<li class="toctree-l2"><a class="reference internal" href="projects/writing_simple_pytasks/objectives_materials.html">Writing simple (py)tasks</a></li>
<li class="toctree-l2"><a class="reference internal" href="projects/writing_pytasks_multiple_outputs/objectives_materials.html">Writing (py)tasks with multiple outputs</a></li>
<li class="toctree-l2"><a class="reference internal" href="projects/reusing_pytask_functions/objectives_materials.html">Re-using pytask functions</a></li>
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<li class="toctree-l2"><a class="reference internal" href="projects/setup/objectives_materials.html">Setting up a project</a></li>
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<li class="toctree-l2"><a class="reference internal" href="projects/paths/objectives_materials.html">Handling paths in projects</a></li>
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<li class="toctree-l2"><a class="reference internal" href="software_engineering/what_does_pytest_do/objectives_materials.html">What does pytest do?</a></li>
<li class="toctree-l2"><a class="reference internal" href="software_engineering/writing_simple_pytests/objectives_materials.html">Writing simple (py)tests</a></li>
<li class="toctree-l2"><a class="reference internal" href="software_engineering/pytest_error_handling/objectives_materials.html">Testing code that should raise errors</a></li>
<li class="toctree-l2"><a class="reference internal" href="software_engineering/what_and_how_to_test/objectives_materials.html">What to test? How to test it?</a></li>
<li class="toctree-l2"><a class="reference internal" href="software_engineering/reuse_test_code/objectives_materials.html">Reusing test code</a></li>
<li class="toctree-l2"><a class="reference internal" href="software_engineering/error_handling_intro/objectives_materials.html">Introduction to error handling</a></li>
<li class="toctree-l2"><a class="reference internal" href="software_engineering/which_errors_to_handle/objectives_materials.html">Which errors to handle?</a></li>
<li class="toctree-l2"><a class="reference internal" href="software_engineering/raising_errors/objectives_materials.html">How to raise errors?</a></li>
<li class="toctree-l2"><a class="reference internal" href="software_engineering/worked_error_example/worked_example.html">Worked error handling example</a></li>
<li class="toctree-l2"><a class="reference internal" href="software_engineering/defining_containers/objectives_materials.html">Defining custom containers</a></li>
<li class="toctree-l2"><a class="reference internal" href="software_engineering/deciding_containers/objectives_materials.html">When to use custom containers?</a></li>
<li class="toctree-l2"><a class="reference internal" href="software_engineering/partial/objectives_materials.html">Partialling arguments to functions</a></li>
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<li class="toctree-l2"><a class="reference internal" href="plotting/what_to_plot/objectives_materials.html">Practical Approach</a></li>
<li class="toctree-l2"><a class="reference internal" href="plotting/why_plotly_prerequisites/objectives_materials.html">Why plotly? And some prerequisites.</a></li>
<li class="toctree-l2"><a class="reference internal" href="plotting/quick_plots/objectives_materials.html">Quick plots with plotly express</a></li>
<li class="toctree-l2"><a class="reference internal" href="plotting/quick_plots/quick_plots_example.html">Quick plots with plotly express: Example Notebook</a></li>
<li class="toctree-l2"><a class="reference internal" href="plotting/tweak_px/objectives_materials.html">Customise plots created with plotly express</a></li>
<li class="toctree-l2"><a class="reference internal" href="plotting/tweak_px/tweak_px_example.html">Customise plots created with plotly express: Example Notebook</a></li>
<li class="toctree-l2"><a class="reference internal" href="plotting/graph_objects/objectives_materials.html">Customised plots with plotly graph objects</a></li>
<li class="toctree-l2"><a class="reference internal" href="plotting/graph_objects/graph_objects_example.html">Customised plots with plotly graph objects: Example Notebook</a></li>
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<li class="toctree-l2"><a class="reference internal" href="debugging/debugging_strategies/objectives_materials.html">Strategies for debugging</a></li>
<li class="toctree-l2"><a class="reference internal" href="debugging/avoiding_debugging/objectives_materials.html">Avoiding debugging</a></li>
<li class="toctree-l2"><a class="reference internal" href="debugging/debugging_psychology/objectives_materials.html">(Armchair) Psychology of debugging</a></li>
<li class="toctree-l2"><a class="reference internal" href="debugging/gathering_data/objectives_materials.html">Gathering data efficiently</a></li>
<li class="toctree-l2"><a class="reference internal" href="debugging/pdbp/objectives_materials.html">Using the Pdb+ debugger</a></li>
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