Introduction
This tutorial will guide you through the process of making a set of images with a single colormap, norm, and colorbar in Python's Matplotlib library. You will learn how to generate data, set color scales, and update images to respond to changes in the norm of other images.
VM Tips
After the VM startup is done, click the top left corner to switch to the Notebook tab to access Jupyter Notebook for practice.
Sometimes, you may need to wait a few seconds for Jupyter Notebook to finish loading. The validation of operations cannot be automated because of limitations in Jupyter Notebook.
If you face issues during learning, feel free to ask Labby. Provide feedback after the session, and we will promptly resolve the problem for you.
Skills Graph
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flowchart RL
python(("`Python`")) -.-> python/BasicConceptsGroup(["`Basic Concepts`"])
python(("`Python`")) -.-> python/FileHandlingGroup(["`File Handling`"])
matplotlib(("`Matplotlib`")) -.-> matplotlib/BasicConceptsGroup(["`Basic Concepts`"])
matplotlib(("`Matplotlib`")) -.-> matplotlib/PlottingDataGroup(["`Plotting Data`"])
matplotlib(("`Matplotlib`")) -.-> matplotlib/AdvancedTopicsGroup(["`Advanced Topics`"])
python(("`Python`")) -.-> python/ControlFlowGroup(["`Control Flow`"])
python(("`Python`")) -.-> python/DataStructuresGroup(["`Data Structures`"])
python(("`Python`")) -.-> python/FunctionsGroup(["`Functions`"])
python(("`Python`")) -.-> python/ModulesandPackagesGroup(["`Modules and Packages`"])
python(("`Python`")) -.-> python/AdvancedTopicsGroup(["`Advanced Topics`"])
python(("`Python`")) -.-> python/PythonStandardLibraryGroup(["`Python Standard Library`"])
python(("`Python`")) -.-> python/DataScienceandMachineLearningGroup(["`Data Science and Machine Learning`"])
python/BasicConceptsGroup -.-> python/comments("`Comments`")
python/FileHandlingGroup -.-> python/with_statement("`Using with Statement`")
matplotlib/BasicConceptsGroup -.-> matplotlib/importing_matplotlib("`Importing Matplotlib`")
matplotlib/BasicConceptsGroup -.-> matplotlib/figures_axes("`Understanding Figures and Axes`")
matplotlib/PlottingDataGroup -.-> matplotlib/heatmaps("`Heatmaps`")
matplotlib/AdvancedTopicsGroup -.-> matplotlib/event_handling("`Event Handling`")
python/ControlFlowGroup -.-> python/conditional_statements("`Conditional Statements`")
python/ControlFlowGroup -.-> python/for_loops("`For Loops`")
python/DataStructuresGroup -.-> python/lists("`Lists`")
python/DataStructuresGroup -.-> python/tuples("`Tuples`")
python/FunctionsGroup -.-> python/function_definition("`Function Definition`")
python/ModulesandPackagesGroup -.-> python/importing_modules("`Importing Modules`")
python/ModulesandPackagesGroup -.-> python/standard_libraries("`Common Standard Libraries`")
python/AdvancedTopicsGroup -.-> python/iterators("`Iterators`")
python/PythonStandardLibraryGroup -.-> python/math_random("`Math and Random`")
python/DataScienceandMachineLearningGroup -.-> python/numerical_computing("`Numerical Computing`")
python/DataScienceandMachineLearningGroup -.-> python/data_visualization("`Data Visualization`")
python/FunctionsGroup -.-> python/build_in_functions("`Build-in Functions`")
subgraph Lab Skills
python/comments -.-> lab-48835{{"`Matplotlib Colormap Image Generation`"}}
python/with_statement -.-> lab-48835{{"`Matplotlib Colormap Image Generation`"}}
matplotlib/importing_matplotlib -.-> lab-48835{{"`Matplotlib Colormap Image Generation`"}}
matplotlib/figures_axes -.-> lab-48835{{"`Matplotlib Colormap Image Generation`"}}
matplotlib/heatmaps -.-> lab-48835{{"`Matplotlib Colormap Image Generation`"}}
matplotlib/event_handling -.-> lab-48835{{"`Matplotlib Colormap Image Generation`"}}
python/conditional_statements -.-> lab-48835{{"`Matplotlib Colormap Image Generation`"}}
python/for_loops -.-> lab-48835{{"`Matplotlib Colormap Image Generation`"}}
python/lists -.-> lab-48835{{"`Matplotlib Colormap Image Generation`"}}
python/tuples -.-> lab-48835{{"`Matplotlib Colormap Image Generation`"}}
python/function_definition -.-> lab-48835{{"`Matplotlib Colormap Image Generation`"}}
python/importing_modules -.-> lab-48835{{"`Matplotlib Colormap Image Generation`"}}
python/standard_libraries -.-> lab-48835{{"`Matplotlib Colormap Image Generation`"}}
python/iterators -.-> lab-48835{{"`Matplotlib Colormap Image Generation`"}}
python/math_random -.-> lab-48835{{"`Matplotlib Colormap Image Generation`"}}
python/numerical_computing -.-> lab-48835{{"`Matplotlib Colormap Image Generation`"}}
python/data_visualization -.-> lab-48835{{"`Matplotlib Colormap Image Generation`"}}
python/build_in_functions -.-> lab-48835{{"`Matplotlib Colormap Image Generation`"}}
end