Comments (4)
That is a great idea. We can start broadening our view of a SimulationSolution as defined in GeoStatsBase.jl
to be an empirical distribution in which geostatistical realizations are the samples. In this general sense, we could start computing summary statistics like the mean
, var
, and quantile
as suggested.
I think the code should live in GeoStatsDevTools.jl
because it can be useful to other packages and solvers in the future. I agree we should extend the methods in Statistics
👍
What is still unclear to me is the output format of these functions. What would be useful from a user's perspective? Let's say we take the mean of a solution, what is the format of the output? Should we return a dictionary mapping properties to mean maps? Something like the output of the digest
function we already have. We could start by returning another SimulationSolution
object with a single realization containing the mean, and then calling the already implemented digest
on it as the return value.
If you can sketch an initial implementation of the mean
function for example in a file called GeoStatsDevTools.jl/src/solutions/postprocessing.jl
that would be very helpful. Feel free to add your name in the copyright header like in other files ;)
from geostats.jl.
Actually, you could start adding the functions to the existing file GeoStatsDevTools.jl/src/solutions/simulation_solution.jl
. This is a generic place in the source where we can add functionality for SimulationSolution
objects.
from geostats.jl.
This is being tracked in juliohm/GeoStatsDevTools.jl#2
from geostats.jl.
Fixed on master, thanks @riyadm.
from geostats.jl.
Related Issues (20)
- Fix `show` of very large `GeoTable` HOT 1
- Observable transform pipelines HOT 1
- Add support for `geotable[bools, cols]` HOT 1
- Allow other Kriging variants in sequential Gaussian simulation
- Online generation of large realizations
- Gaussian Processes with Variogram vs Covariance HOT 4
- pairwise! with Covariance types
- Add `Aggregate` transform HOT 1
- missing "(" , ")" in 8.4 Applying expressions HOT 3
- Add `join` for non-geospatial join HOT 1
- Review colorbar creation with `viz` and `viewer` HOT 1
- Rename `colorscheme` --> `colormap` in `viz` and `viewer` HOT 1
- Add new `RegularRefinement` method HOT 1
- Add better error message in `viz` and `viewer` HOT 1
- Add `InterpolateMissing` transform
- Refactor `showfacets` and `facetcolor` in `viz` HOT 1
- Visualization of 3D `Ellipsoid` geometry HOT 1
- Add `DropNaN` and `InterpolateNaN` HOT 1
- Allow `georef(x, ::Symbol)` HOT 6
- Idea / Question: Kriging under constraints HOT 3
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from geostats.jl.