Comments (5)
Actually, this last reference isn't that interesting perhaps. The kd-tree is used to evaluate diversity (obviously works) but Monte Carlo selection is used to select the diverse subset. That's not dissimilar to using a genetic algorithm or something else.....I think @alnaba1 's algorithm is perhaps less optimal, but it's deterministic and should be faster.....
from diverseselector.
Here is an example of selecting furthest points using KDtre section 4.5
neighbor.pdf
Hope this helps!
from diverseselector.
https://docs.scipy.org/doc/scipy/reference/generated/scipy.spatial.KDTree.html
But I think this wraps C++ code so it is hard to modify.
from diverseselector.
Did we look at this one: J. Chem. Inf. Comput. Sci. 1999, 39, 1, 51–58
from diverseselector.
Did we look at this one: J. Chem. Inf. Comput. Sci. 1999, 39, 1, 51–58
Yes, we did. This is the paper we first started.
from diverseselector.
Related Issues (20)
- [Similarity module] Add support of scaled similarity HOT 7
- [Converter module] Conversion between similarity and dissimilarity/distance HOT 7
- [Similarity module] Add more similarity measurements HOT 7
- [Distance module] Add Formulas to Docstrings and Add Tests HOT 3
- [Features module] Fix failed tests and improve code/coverage HOT 9
- [Distance Module] Bitstring functionality already covered by non-bitstring functions HOT 3
- [Diversity module] Add Formulas to Docstrings, Add Tests, & Polish Module HOT 2
- [Utils] Utils.py has unfinished to-do and lacks testing HOT 4
- [method.distance module] HOT 4
- [methods.partition DirectedSphereExclusion] HOT 1
- [methods.partition GridPartitioning] HOT 4
- Construct Evil Example HOT 28
- A few more questions regarding #147 HOT 1
- optimize_radius not using information of clusters HOT 3
- GridPartitioning fails with odd number of samples to select HOT 7
- some point view for DirectedSphereExclusion selested number relate to #152 HOT 5
- GSoC 2024: Interactive web interface for `Selector` HOT 24
- Update in Docs/Code necessary HOT 10
- Fix the spelling errors in documentation of "Getting Started"
- `Codecov` action failed to upload coverage report
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 diverseselector.