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searchindex.js
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searchindex.js
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Search.setIndex({"docnames": ["contributing", "gallery/attractors/attractors", "gallery/attractors/attractors_panel", "gallery/attractors/clifford_panel", "gallery/attractors/index", "gallery/bay_trimesh/bay_trimesh", "gallery/boids/boids", "gallery/carbon_flux/carbon_flux", "gallery/census/census", "gallery/datashader_dashboard/datashader_dashboard", "gallery/euler/euler", "gallery/exoplanets/exoplanets", "gallery/gapminders/gapminders", "gallery/genetic_algorithm/genetic_algorithm", "gallery/gerrymandering/gerrymandering", "gallery/glaciers/glaciers", "gallery/goldbach_comet/goldbach_comet", "gallery/gull_tracking/gull_tracking", "gallery/heat_and_trees/heat_and_trees", "gallery/hipster_dynamics/hipster_dynamics", "gallery/iex_trading/IEX_stocks", "gallery/iex_trading/IEX_trading", "gallery/iex_trading/index", "gallery/index", "gallery/landsat/landsat", "gallery/landsat_clustering/landsat_clustering", "gallery/landuse_classification/Image_Classification", "gallery/lsystems/lsystems", "gallery/ml_annotators/ml_annotators", "gallery/network_packets/network_packets", "gallery/nyc_buildings/nyc_buildings", "gallery/nyc_taxi/dashboard", "gallery/nyc_taxi/index", "gallery/nyc_taxi/nyc_taxi", "gallery/nyc_taxi/nyc_taxi-nongeo", "gallery/opensky/opensky", "gallery/osm/index", "gallery/osm/osm-1billion", "gallery/osm/osm-3billion", "gallery/particle_swarms/particle_swarms", "gallery/penguin_crossfilter/penguin_crossfilter", "gallery/portfolio_optimizer/portfolio_optimizer", "gallery/seattle_lidar/seattle_lidar", "gallery/ship_traffic/ship_traffic", "gallery/square_limit/square_limit", "gallery/sri_model/sri_model", "gallery/template/template", "gallery/uk_researchers/uk_researchers", "gallery/walker_lake/Walker_Lake", "getting_started", "index"], "filenames": ["contributing.md", "gallery/attractors/attractors.ipynb", "gallery/attractors/attractors_panel.ipynb", "gallery/attractors/clifford_panel.ipynb", "gallery/attractors/index.ipynb", "gallery/bay_trimesh/bay_trimesh.ipynb", "gallery/boids/boids.ipynb", "gallery/carbon_flux/carbon_flux.ipynb", "gallery/census/census.ipynb", "gallery/datashader_dashboard/datashader_dashboard.ipynb", "gallery/euler/euler.ipynb", "gallery/exoplanets/exoplanets.ipynb", "gallery/gapminders/gapminders.ipynb", "gallery/genetic_algorithm/genetic_algorithm.ipynb", "gallery/gerrymandering/gerrymandering.ipynb", "gallery/glaciers/glaciers.ipynb", "gallery/goldbach_comet/goldbach_comet.ipynb", "gallery/gull_tracking/gull_tracking.ipynb", "gallery/heat_and_trees/heat_and_trees.ipynb", "gallery/hipster_dynamics/hipster_dynamics.ipynb", "gallery/iex_trading/IEX_stocks.ipynb", "gallery/iex_trading/IEX_trading.ipynb", "gallery/iex_trading/index.ipynb", "gallery/index.rst", "gallery/landsat/landsat.ipynb", "gallery/landsat_clustering/landsat_clustering.ipynb", "gallery/landuse_classification/Image_Classification.ipynb", "gallery/lsystems/lsystems.ipynb", "gallery/ml_annotators/ml_annotators.ipynb", "gallery/network_packets/network_packets.ipynb", "gallery/nyc_buildings/nyc_buildings.ipynb", "gallery/nyc_taxi/dashboard.ipynb", "gallery/nyc_taxi/index.ipynb", "gallery/nyc_taxi/nyc_taxi.ipynb", "gallery/nyc_taxi/nyc_taxi-nongeo.ipynb", "gallery/opensky/opensky.ipynb", "gallery/osm/index.ipynb", "gallery/osm/osm-1billion.ipynb", "gallery/osm/osm-3billion.ipynb", "gallery/particle_swarms/particle_swarms.ipynb", "gallery/penguin_crossfilter/penguin_crossfilter.ipynb", "gallery/portfolio_optimizer/portfolio_optimizer.ipynb", "gallery/seattle_lidar/seattle_lidar.ipynb", "gallery/ship_traffic/ship_traffic.ipynb", "gallery/square_limit/square_limit.ipynb", "gallery/sri_model/sri_model.ipynb", "gallery/template/template.ipynb", "gallery/uk_researchers/uk_researchers.ipynb", "gallery/walker_lake/Walker_Lake.ipynb", "getting_started.md", "index.rst"], "titles": ["Contributing", "Visualizing Attractors", "Strange Attractors App", "Clifford attractors", "Attractors", "Bay Trimesh", "Boids", 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41, "effici": 41, "frontier": 41, "seattl": 42, "lidar": 42, "scatter": 42, "elev": 42, "convert": 42, "coordin": 42, "benchmark": 42, "idea": 42, "futur": 42, "ship": 43, "ai": 43, "vessel": 43, "categori": 43, "predefin": 43, "locat": 43, "specif": 43, "datapoint": 43, "squar": 44, "sri": 45, "style": 45, "herd": 45, "immun": 45, "experi": 45, "highli": 45, "infecti": 45, "deadli": 45, "diseas": 45, "small": 45, "vari": 45, "level": 45, "vaccin": 45, "low": 45, "65": 45, "larg": 45, "rate": 45, "connect": 45, "infect": 45, "death": 45, "between": [45, 48], "summari": 45, "uk": 47, "research": 47, "disappear": 48, "walker": 48, "lake": 48, "xarrai": 48, "via": 48, "comput": 48, "1988": 48, "2017": 48, "resampl": 48, "same": 48, "size": 48, "view": 48, "chang": 48, "dropdown": 48, "statist": 48, "displai": 48, "mean": 48, "sum": 48, "differ": 48, "slice": 48, "across": 48, "lon": 48, "lat": 48, "onlin": 49, "homepag": 50}, "envversion": {"sphinx.domains.c": 2, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 8, "sphinx.domains.index": 1, "sphinx.domains.javascript": 2, "sphinx.domains.math": 2, "sphinx.domains.python": 3, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx": 57}, "alltitles": {"Contributing": [[0, "contributing"]], "Setup": [[0, "setup"]], "Fork and Clone the repository": [[0, "fork-and-clone-the-repository"]], "Create the development environment": [[0, "create-the-development-environment"]], "Add a project": [[0, "add-a-project"]], "1. Create the project directory": [[0, "create-the-project-directory"]], "2. Use the template": [[0, "use-the-template"]], "3. Move your notebook(s) to your project directory": [[0, "move-your-notebook-s-to-your-project-directory"]], "4. List the dependencies": [[0, "list-the-dependencies"]], "5. Manage the data": [[0, "manage-the-data"]], "6. Testing": [[0, "testing"]], "7. Complete the anaconda-project file": [[0, "complete-the-anaconda-project-file"]], "8. Add a thumbnail": [[0, "add-a-thumbnail"]], "9. Locking": [[0, "locking"]], "10. Make sure it works": [[0, "make-sure-it-works"]], "11. Build the site locally": [[0, "build-the-site-locally"]], "12. Validate, test, and build": [[0, "validate-test-and-build"]], "13. Open a Pull Request": [[0, "open-a-pull-request"]], "Update a project": [[0, "update-a-project"]], "1. Choose the project": [[0, "choose-the-project"]], "2. Finalize the update": [[0, "finalize-the-update"]], "Visualizing Attractors": [[1, "visualizing-attractors"]], "Clifford Attractors": [[1, "clifford-attractors"]], "De Jong attractors": [[1, "de-jong-attractors"]], "Svensson attractors": [[1, "svensson-attractors"]], "Bedhead Attractor": [[1, "bedhead-attractor"]], "Fractal Dream Attractor": [[1, "fractal-dream-attractor"]], "Hopalong attractors": [[1, "hopalong-attractors"]], "Gumowski-Mira Attractor": [[1, "gumowski-mira-attractor"]], "Symmetric Icon Attractor": [[1, "symmetric-icon-attractor"]], "Interactive plotting": [[1, "interactive-plotting"], [37, "interactive-plotting"]], "Strange Attractors App": [[2, "strange-attractors-app"]], "Attractor definitions": [[2, "attractor-definitions"]], "Attractor parameter values": [[2, "attractor-parameter-values"]], "Attractor plotting using Datashader": [[2, "attractor-plotting-using-datashader"]], "Panel dashboard": [[2, "panel-dashboard"], [31, "panel-dashboard"]], "Clifford attractors": [[3, "clifford-attractors"]], "Attractors": [[4, "attractors"]], "Bay Trimesh": [[5, "bay-trimesh"]], "Visualizing water depth into the Chesapeake and Delaware Bays": [[5, "visualizing-water-depth-into-the-chesapeake-and-delaware-bays"]], "Interactivity and overlaying": [[5, "interactivity-and-overlaying"]], "Boids": [[6, "boids"]], "Boids models of swarm intelligence": [[6, "boids-models-of-swarm-intelligence"]], "Defining the simulation": [[6, "defining-the-simulation"]], "Visualizing the boid simulation": [[6, "visualizing-the-boid-simulation"]], "Carbon Flux": [[7, "carbon-flux"]], "Carbon Monitoring Project": [[7, "carbon-monitoring-project"]], "Open the intake catalog": [[7, "open-the-intake-catalog"]], "Load metadata": [[7, "load-metadata"]], "Visualize the fluxdata sites": [[7, "visualize-the-fluxdata-sites"]], "Loading FluxNet data": [[7, "loading-fluxnet-data"]], "Read and clean data": [[7, "read-and-clean-data"]], "Visualizing Data Available at Sites": [[7, "visualizing-data-available-at-sites"]], "Dashboard": [[7, "dashboard"], [11, "dashboard"], [15, "dashboard"]], "Merge data": [[7, "merge-data"]], "Visualizing Soil Data Availability at Sites": [[7, "visualizing-soil-data-availability-at-sites"]], "Assigning roles to variables": [[7, "assigning-roles-to-variables"]], "Scaling the Data": [[7, "scaling-the-data"]], "Training and Testing": [[7, "training-and-testing"]], "Training the Regression Model": [[7, "training-the-regression-model"]], "Prediction at test sites": [[7, "prediction-at-test-sites"]], "Optional: Seasonal Prediction": [[7, "optional-seasonal-prediction"]], "Setup Dask": [[7, "setup-dask"]], "Suggested Next Steps": [[7, "suggested-next-steps"]], "Census": [[8, "census"]], "2010 US Census data": [[8, "us-census-data"]], "Load data and set up": [[8, "load-data-and-set-up"]], "Population density": [[8, "population-density"]], "Categorical data (race)": [[8, "categorical-data-race"]], "Other cities, for comparison": [[8, "other-cities-for-comparison"]], "Analyzing racial data through visualization": [[8, "analyzing-racial-data-through-visualization"]], "Interactive HoloViews+Bokeh plots overlaid with map data": [[8, "interactive-holoviews-bokeh-plots-overlaid-with-map-data"]], "Datashader Dashboard": [[9, "datashader-dashboard"]], "How it works": [[9, "how-it-works"]], "Overview": [[9, "overview"]], "Expressing parameters and dependencies": [[9, "expressing-parameters-and-dependencies"]], "Expressing fine-grained dependencies": [[9, "expressing-fine-grained-dependencies"]], "Euler": [[10, "euler"]], "Panel dashboard illustrating Euler\u2019s Method": [[10, "panel-dashboard-illustrating-euler-s-method"]], "Vector field background": [[10, "vector-field-background"]], "Euler Integration Curves": [[10, "euler-integration-curves"]], "User-selectable starting point": [[10, "user-selectable-starting-point"]], "A dashboard": [[10, "a-dashboard"]], "Exoplanets": [[11, "exoplanets"]], "Exoplanet Discovery": [[11, "exoplanet-discovery"]], "Loading data": [[11, "loading-data"], [18, "loading-data"], [29, "loading-data"]], "The Goldilocks zone and the Tsiolkovsky rocket equation": [[11, "the-goldilocks-zone-and-the-tsiolkovsky-rocket-equation"]], "Filtering by feasibility of space travel": [[11, "filtering-by-feasibility-of-space-travel"]], "Filtering and plotting data": [[11, "filtering-and-plotting-data"]], "Radius vs. mass": [[11, "radius-vs-mass"]], "Putting it all together": [[11, "putting-it-all-together"]], "Gapminders": [[12, "gapminders"]], "Extract the dataset": [[12, "extract-the-dataset"]], "Transform the dataset to plots": [[12, "transform-the-dataset-to-plots"]], "Define the widgets": [[12, "define-the-widgets"]], "Bind the plot functions to the widgets": [[12, "bind-the-plot-functions-to-the-widgets"]], "Layout the widgets": [[12, "layout-the-widgets"]], "Layout the plots": [[12, "layout-the-plots"]], "Configure the template": [[12, "configure-the-template"]], "Genetic Algorithm": [[13, "genetic-algorithm"]], "What are we doing?": [[13, "what-are-we-doing"]], "Our example problem": [[13, "our-example-problem"]], "What we want to see": [[13, "what-we-want-to-see"]], "We need a population": [[13, "we-need-a-population"]], "Survival of the fittest": [[13, "survival-of-the-fittest"]], "aaaand Fight!": [[13, "aaaand-fight"]], "Mutate!": [[13, "mutate"]], "A little class for saving the state of the evolution": [[13, "a-little-class-for-saving-the-state-of-the-evolution"]], "Interact": [[13, "interact"]], "Gerrymandering": [[14, "gerrymandering"]], "Racial data vs. Congressional districts": [[14, "racial-data-vs-congressional-districts"]], "Glaciers": [[15, "glaciers"]], "Glaciers explorer using Datashader": [[15, "glaciers-explorer-using-datashader"]], "Load the data": [[15, "load-the-data"]], "Add linked selections": [[15, "add-linked-selections"]], "Plot the data": [[15, "plot-the-data"]], "Template": [[15, "template"], [46, "template"]], "Goldbach\u2019s comet": [[16, "goldbach-s-comet"]], "Goldbach\u2019s comet with Numba and Datashader": [[16, "goldbach-s-comet-with-numba-and-datashader"]], "Imports": [[16, "imports"]], "Prime number sieve": [[16, "prime-number-sieve"]], "Evaluate Goldbach function for a given even number": [[16, "evaluate-goldbach-function-for-a-given-even-number"]], "Evaluate Goldbach function over a range of even numbers": [[16, "evaluate-goldbach-function-over-a-range-of-even-numbers"]], "First plot of the comet": [[16, "first-plot-of-the-comet"]], "Plot the comet with Datashader": [[16, "plot-the-comet-with-datashader"]], "The Hardy-Littlewood estimate": [[16, "the-hardy-littlewood-estimate"]], "Prime E/2 values only": [[16, "prime-e-2-values-only"]], "Conclusion": [[16, "conclusion"], [20, "conclusion"], [39, "conclusion"]], "Gull Tracking": [[17, "gull-tracking"]], "Heat and Trees": [[18, "heat-and-trees"]], "Urban Heat Islands and Street Trees": [[18, "urban-heat-islands-and-street-trees"]], "Sub-setting to area of interest": [[18, "sub-setting-to-area-of-interest"]], "Calculate NDVI": [[18, "calculate-ndvi"]], "Calculate land surface temperature": [[18, "calculate-land-surface-temperature"]], "Adding in the Street Tree data": [[18, "adding-in-the-street-tree-data"]], "Hipster Dynamics": [[19, "hipster-dynamics"]], "The Hipster Effect: An IPython Interactive Exploration": [[19, "the-hipster-effect-an-ipython-interactive-exploration"]], "Mathematically Modeling Hipsters": [[19, "mathematically-modeling-hipsters"]], "The Code": [[19, "the-code"], [45, "the-code"]], "Exploring this data": [[19, "exploring-this-data"]], "Your turn": [[19, "your-turn"], [45, "your-turn"]], "IEX Trading": [[20, "iex-trading"], [21, "iex-trading"], [22, "iex-trading"]], "IEX Stocks": [[20, "iex-stocks"]], "Loading the data": [[20, "loading-the-data"], [21, "loading-the-data"]], "Visualizing trade volume by stock": [[20, "visualizing-trade-volume-by-stock"]], "Visualizing two stocks at once": [[20, "visualizing-two-stocks-at-once"]], "Visualizing the top stocks interactively": [[20, "visualizing-the-top-stocks-interactively"]], "Adding interactive hover for metadata": [[20, "adding-interactive-hover-for-metadata"]], "Building a dynamic overlay of stocks": [[20, "building-a-dynamic-overlay-of-stocks"]], "Adding a selector widget with panel": [[20, "adding-a-selector-widget-with-panel"]], "Visualizing trade with Spikes": [[21, "visualizing-trade-with-spikes"]], "Exploring the IEX trade metadata interactively": [[21, "exploring-the-iex-trade-metadata-interactively"]], "Using HoloViews to build custom interactivity": [[21, "using-holoviews-to-build-custom-interactivity"]], "Next steps": [[21, "next-steps"]], "IEX Index": [[22, "iex-index"]], "Gallery": [[23, "gallery"]], "Landsat": [[24, "landsat"]], "Datashading LandSat8 raster satellite imagery": [[24, "datashading-landsat8-raster-satellite-imagery"]], "Load LandSat Data": [[24, "load-landsat-data"]], "Rendering LandSat data as images": [[24, "rendering-landsat-data-as-images"]], "Just the Blue Band": [[24, "just-the-blue-band"]], "True Color": [[24, "true-color"]], "False Color": [[24, "false-color"]], "Revealing the spectrum": [[24, "revealing-the-spectrum"]], "Land Use Clustering": [[25, "land-use-clustering"]], "Spectral Clustering Example": [[25, "spectral-clustering-example"]], "Image Classification": [[26, "image-classification"]], "Get the classes and files": [[26, "get-the-classes-and-files"]], "Split files into train and test sets": [[26, "split-files-into-train-and-test-sets"]], "Define function to sample from train or test set": [[26, "define-function-to-sample-from-train-or-test-set"]], "Define the model": [[26, "define-the-model"]], "Declare the data": [[26, "declare-the-data"]], "Run the model": [[26, "run-the-model"]], "Evaluate the model": [[26, "evaluate-the-model"]], "L-systems": [[27, "l-systems"]], "Visualizing Lindenmayer system": [[27, "visualizing-lindenmayer-system"]], "Some simple patterns": [[27, "some-simple-patterns"]], "Following rules": [[27, "following-rules"]], "Defining L-Systems": [[27, "defining-l-systems"]], "Koch curve and snowflake": [[27, "koch-curve-and-snowflake"]], "Sierpinski triangle": [[27, "sierpinski-triangle"]], "The Dragon curve": [[27, "the-dragon-curve"]], "Plant fractals": [[27, "plant-fractals"]], "ML Annotators": [[28, "ml-annotators"]], "Annotating ML data in Python with Bokeh and HoloViews": [[28, "annotating-ml-data-in-python-with-bokeh-and-holoviews"]], "Basic HoloViews/GeoViews usage": [[28, "basic-holoviews-geoviews-usage"]], "HoloViews Point Annotator": [[28, "holoviews-point-annotator"]], "HoloViews Rectangle Annotator": [[28, "holoviews-rectangle-annotator"]], "Annotating paths/polygons": [[28, "annotating-paths-polygons"]], "Drawing/Selecting Deleting Paths/Polygons": [[28, "drawing-selecting-deleting-paths-polygons"]], "Editing Paths/Polygons": [[28, "editing-paths-polygons"]], "Integrating Annotators into your workflows": [[28, "integrating-annotators-into-your-workflows"]], "Network Packets": [[29, "network-packets"]], "Graphing network packets": [[29, "graphing-network-packets"]], "Preparing data": [[29, "preparing-data"]], "Edge bundling & layouts": [[29, "edge-bundling-layouts"]], "Circular layout": [[29, "circular-layout"]], "Force Atlas 2 layout": [[29, "force-atlas-2-layout"]], "Random layout": [[29, "random-layout"]], "Showing nodes with active traffic": [[29, "showing-nodes-with-active-traffic"]], "Highlight TCP and UDP traffic": [[29, "highlight-tcp-and-udp-traffic"]], "Coloring by protocol": [[29, "coloring-by-protocol"]], "Selecting the highest targets": [[29, "selecting-the-highest-targets"]], "NYC Buildings": [[30, "nyc-buildings"]], "NYC Taxi": [[32, "nyc-taxi"]], "Geographical Analysis": [[33, "geographical-analysis"]], "Load NYC Taxi data": [[33, "load-nyc-taxi-data"], [34, "load-nyc-taxi-data"]], "1000-point scatterplot: undersampling": [[33, "point-scatterplot-undersampling"]], "10,000-point scatterplot: overplotting": [[33, "point-scatterplot-overplotting"]], "100,000-point scatterplot: saturation": [[33, "point-scatterplot-saturation"]], "10-million-point datashaded plots: auto-ranging, but limited dynamic range": [[33, "million-point-datashaded-plots-auto-ranging-but-limited-dynamic-range"]], "10-million-point datashaded plots: high dynamic range": [[33, "million-point-datashaded-plots-high-dynamic-range"]], "10-million-point datashaded plots: interactive": [[33, "million-point-datashaded-plots-interactive"]], "Customizing datashader": [[33, "customizing-datashader"]], "Non-geographical Analysis": [[34, "non-geographical-analysis"]], "1000 points reveals the expected linear relationship": [[34, "points-reveals-the-expected-linear-relationship"]], "10,000 points show more detailed, systematic patterns in fares and times": [[34, "points-show-more-detailed-systematic-patterns-in-fares-and-times"]], "Datashader reveals additional detail, especially when zooming in": [[34, "datashader-reveals-additional-detail-especially-when-zooming-in"]], "OpenSky": [[35, "opensky"]], "OpenSky flight trajectories": [[35, "opensky-flight-trajectories"]], "OpenStreetMap": [[36, "openstreetmap"]], "Datashading a 1-billion-point Open Street Map database": [[37, "datashading-a-1-billion-point-open-street-map-database"]], "Aggregation": [[37, "aggregation"], [38, "aggregation"]], "Transfer Function": [[37, "transfer-function"]], "Datashading a 2.7-billion-point Open Street Map database": [[38, "datashading-a-2-7-billion-point-open-street-map-database"]], "Performance Profile": [[38, "performance-profile"]], "Particle Swarms": [[39, "particle-swarms"]], "Interactive Particle Swarm Optimisation Dashboard from Scratch in Python": [[39, "interactive-particle-swarm-optimisation-dashboard-from-scratch-in-python"]], "Why are we here?": [[39, "why-are-we-here"]], "Finding the \u201cjust right\u201d Goldilocks Zone using Swarm Intelligence": [[39, "finding-the-just-right-goldilocks-zone-using-swarm-intelligence"]], "Make it interactive because": [[39, "make-it-interactive-because"]], "Swarm Intelligence": [[39, "swarm-intelligence"]], "Adding velocity to the mix": [[39, "adding-velocity-to-the-mix"]], "Nostalgic by design": [[39, "nostalgic-by-design"]], "Create a \u201cswarm\u201d of them": [[39, "create-a-swarm-of-them"]], "Updating": [[39, "updating"]], "Particles\u2019 social lives": [[39, "particles-social-lives"]], "Too much social interaction": [[39, "too-much-social-interaction"]], "Update code": [[39, "update-code"]], "Particle Class": [[39, "particle-class"]], "Find the fittest Particle in the swarm": [[39, "find-the-fittest-particle-in-the-swarm"]], "PSO Class": [[39, "pso-class"]], "Sliders and defaults": [[39, "sliders-and-defaults"]], "Set the Target": [[39, "set-the-target"]], "Create button events": [[39, "create-button-events"]], "New Population Button": [[39, "new-population-button"]], "Layout everything together": [[39, "layout-everything-together"]], "Penguin Crossfilter": [[40, "penguin-crossfilter"]], "Cross-filtering Palmer Penguins": [[40, "cross-filtering-palmer-penguins"]], "Building some plots": [[40, "building-some-plots"]], "Linking the plots": [[40, "linking-the-plots"]], "Building a dashboard": [[40, "building-a-dashboard"]], "Deploying the dashboard": [[40, "deploying-the-dashboard"]], "Portfolio Optimization": [[41, "portfolio-optimization"]], "Monte Carlo Simulation for Optimization Search": [[41, "monte-carlo-simulation-for-optimization-search"]], "Simulating Thousands of Possible Allocations": [[41, "simulating-thousands-of-possible-allocations"]], "Log Returns vs Arithmetic Returns": [[41, "log-returns-vs-arithmetic-returns"]], "Single Run for Some Random Allocation": [[41, "single-run-for-some-random-allocation"]], "Plotting the data": [[41, "plotting-the-data"]], "Mathematical Optimization": [[41, "mathematical-optimization"]], "Functionalize Return and SR operations": [[41, "functionalize-return-and-sr-operations"]], "All Optimal Portfolios (Efficient Frontier)": [[41, "all-optimal-portfolios-efficient-frontier"]], "Seattle Lidar": [[42, "seattle-lidar"]], "Visualize Lidar Scattered Point Elevation Data": [[42, "visualize-lidar-scattered-point-elevation-data"]], "Lidar Elevation Data": [[42, "lidar-elevation-data"]], "Geographic Metadata": [[42, "geographic-metadata"]], "Convert the coordinates": [[42, "convert-the-coordinates"]], "Plot": [[42, "plot"]], "Benchmarking": [[42, "benchmarking"]], "Visualize Raster of Point Data": [[42, "visualize-raster-of-point-data"]], "Ideas for future work": [[42, "ideas-for-future-work"]], "Ship Traffic": [[43, "ship-traffic"]], "Exploring AIS vessel-traffic data": [[43, "exploring-ais-vessel-traffic-data"]], "Vessel categories": [[43, "vessel-categories"]], "Load traffic data": [[43, "load-traffic-data"]], "Predefined locations": [[43, "predefined-locations"]], "Interactive plots": [[43, "interactive-plots"]], "Selecting specific datapoints": [[43, "selecting-specific-datapoints"]], "Square Limit": [[44, "square-limit"], [44, "id1"]], "SRI Model": [[45, "sri-model"]], "The style": [[45, "the-style"]], "Herd Immunity": [[45, "herd-immunity"]], "Experiment 1: Evaluating the effects of a highly infectious and deadly disease in a small population with varying levels of vaccination": [[45, "experiment-1-evaluating-the-effects-of-a-highly-infectious-and-deadly-disease-in-a-small-population-with-varying-levels-of-vaccination"]], "Low vaccination population (10%)": [[45, "low-vaccination-population-10"]], "High vaccination population (65%)": [[45, "high-vaccination-population-65"]], "Large networks": [[45, "large-networks"]], "Experiment 2: Systematically exploring the effect of vaccination rates and connectivity on infection and death rates in a large population": [[45, "experiment-2-systematically-exploring-the-effect-of-vaccination-rates-and-connectivity-on-infection-and-death-rates-in-a-large-population"]], "Regressions between vaccination, infection and death rates": [[45, "regressions-between-vaccination-infection-and-death-rates"]], "Summary": [[45, "summary"]], "Data loading": [[46, "data-loading"]], "Analysis": [[46, "analysis"]], "Panel app": [[46, "panel-app"]], "UK Researchers": [[47, "uk-researchers"]], "UK research networks with HoloViews+Bokeh+Datashader": [[47, "uk-research-networks-with-holoviews-bokeh-datashader"]], "The Disappearing Walker Lake": [[48, "the-disappearing-walker-lake"]], "Landsat Image Data": [[48, "landsat-image-data"]], "Loading into xarray via intake": [[48, "loading-into-xarray-via-intake"]], "Computing the NDVI (1988)": [[48, "computing-the-ndvi-1988"]], "Computing the NDVI (2017)": [[48, "computing-the-ndvi-2017"]], "Resampling to same size": [[48, "resampling-to-same-size"]], "Viewing change via dropdown": [[48, "viewing-change-via-dropdown"]], "Computing statistics and projecting display": [[48, "computing-statistics-and-projecting-display"]], "The mean and sum over the two time points": [[48, "the-mean-and-sum-over-the-two-time-points"]], "Difference in NDVI between 1988 and 2017": [[48, "difference-in-ndvi-between-1988-and-2017"]], "Slicing across lon and lat": [[48, "slicing-across-lon-and-lat"]], "Getting started": [[49, "getting-started"]], "Run online": [[49, "run-online"]], "Run locally": [[49, "run-locally"]], "Homepage": [[50, "homepage"]]}, "indexentries": {}})