Comments (2)
dependant on #20
from dynai.
Sample
using Accord.MachineLearning;
Accord.Math.Random.Generator.Seed = 0;
// Declare some observations
double[][] observations =
{
new double[] { -5, -2, -1 },
new double[] { -5, -5, -6 },
new double[] { 2, 1, 1 },
new double[] { 1, 1, 2 },
new double[] { 1, 2, 2 },
new double[] { 3, 1, 2 },
new double[] { 11, 5, 4 },
new double[] { 15, 5, 6 },
new double[] { 10, 5, 6 },
};
// Create a new K-Means algorithm with 3 clusters
KMeans kmeans = new KMeans(3);
// Compute the algorithm, retrieving an integer array
// containing the labels for each of the observations
KMeansClusterCollection clusters = kmeans.Learn(observations);
// As a result, the first two observations should belong to the
// same cluster (thus having the same label). The same should
// happen to the next four observations and to the last three.
int[] labels = clusters.Decide(observations);
from dynai.
Related Issues (13)
- implement IMachine interface
- implement generic de/serialisation to/from JSON
- add Save/Load of machine models
- add support for more Classification algorithms HOT 1
- Decouple Machine from algorithms HOT 2
- add support for more Regression algorithms HOT 3
- add package creation to Release build
- Machine.Learn node returns null HOT 1
- re-add support for Naive Bayes classifier HOT 1
- Deserialisation doesn't work any more HOT 1
- Replace dynamic hacks with generics or delegates
- create documentation
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 dynai.