Installation
Download glowfish.aar and drop it in your app...seriously, that's it.
Setup
GFGlower.glower().setCredentials('<GLOWFISH_SID>', '<GLOWFISH_AUTH_TOKEN>');
Useage
Get ready for some simple machine learning...
Training
GFGlower.glower().train(new JSONObject("{
"feature_name1": [1, 2, 3, 4, ...etc],
"feature_name2": [9, 4, 5, 6, ...etc]
}"), new JSONObject("{
"class": [4, 3, 5, 6, ...etc]
}"), new JSONObject("{"param1": "value"}"), <GFResponse>);
Predict It's important to note that predicting will throw an error if you have not trained against a data set first.
GFGlower.glower().train(new JSONObject("{
"feature_name1": [1, 2, 3, 4, ...etc],
"feature_name2": [9, 4, 5, 6, ...etc]
}"), new JSONObject("{
"class": [4, 3, 5, 6, ...etc]
}"), new JSONObject("{"param1": "value"}"), <GFResponse>);
Clustering
GFGlower.glower().train(new JSONObject("{
"feature_name1": [1, 2, 3, 4, ...etc],
"feature_name2": [9, 4, 5, 6, ...etc]
}"), new JSONObject("{"param1": "value"}"), <GFResponse>);
Feature Selection
GFGlower.glower().train(new JSONObject("{
"feature_name1": [1, 2, 3, 4, ...etc],
"feature_name2": [9, 4, 5, 6, ...etc]
}"), new JSONObject("{
"class": [4, 3, 5, 6, ...etc]
}", new JSONObject("{"param1": "value"}"), <GFResponse>);
Filter Train
GFGlower.glower().train(new JSONArray("[1, 2, 3, 4, ...etc]"), new JSONArray("[4, 3, 5, 6, ...etc]", new JSONArray("[4, 3, 5, 6, ...etc]", new JSONObject("{"param1": "value"}"), <GFResponse>);
Filter Predict
GFGlower.glower().train(new JSONArray("[1, 2, 3, 4, ...etc]"), new JSONArray("[4, 3, 5, 6, ...etc]", new JSONArray("[4, 3, 5, 6, ...etc]", new JSONObject("{"param1": "value"}"), <GFResponse>);
Responses
The final parameter of all calls should be a class that implements GFResponse. A GFResponse interface containts only one method:
@Override
public void response(GFGlower.GFApiResponse response) {
// response is the object to use
}
The GFApiResponse class is a simple map class:
public class GFApiResponse {
JSONObject results;
JSONObject metrics;
JSONObject errors;
private JSONObject statusObj;
Integer status;
}
Further Documentation
Docs - http://glowfish.readme.io/
Registration - http://glowfi.sh/
Thank You
Thanks so much to Matt Thompson (@matt) for creating Alamofire. Big props.
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