glowfish
v0.1.2
Published
The glowfi.sh nodejs API wrapper - Get learning faster
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Maintainers
Readme
glowfi.sh in a Node Way
Installation
npm install glowfish
Setup
var Glower = require('glowfish');
var glower = new Glower('<GLOWFISH_SID>', '<GLOWFISH_AUTH_TOKEN>')
Useage
Get ready for some simple machine learning...
Training
glower.train({ # the data set
'feature_name1': [1, 2, 3, 4, ...etc],
'feature_name2': [9, 4, 5, 6, ...etc]
}, { # the response set
'class': [4, 3, 5, 6, ...etc]
}, function(err, response){
if(err){
// UH OH!
} else {
// all good here
}
})
Training using CSVs
glower.train_csv('./data_set.csv', './response.csv', function(err, response){
if(err){
// UH OH!
} else {
// all good here
}
})
Predict It's important to note that predicting will throw an error if you have not trained against a data set first.
glower.predict({ # the data set
'feature_name1': [1, 2, 3, 4, ...etc],
'feature_name2': [9, 4, 5, 6, ...etc]
}, function(err, response){
if(err){
// UH OH!
} else {
// all good here
}
})
Predict using CSVs
glower.predict_csv('./data_set.csv', function(err, response){
if(err){
// UH OH!
} else {
// all good here
}
})
Clustering
glower.cluster({ # the data set
'feature_name1': [1, 2, 3, 4, ...etc],
'feature_name2': [9, 4, 5, 6, ...etc]
}, function(err, response){
if(err){
// UH OH!
} else {
// all good here
}
})
Clustering using CSVs
glower.cluster_csv('./data_set.csv', function(err, response){
if(err){
// UH OH!
} else {
// all good here
}
})
Feature Selection
glower.feature_select({ # the data set
'feature_name1': [1, 2, 3, 4, ...etc],
'feature_name2': [9, 4, 5, 6, ...etc]
}, { # the response set
'class': [4, 3, 5, 6, ...etc]
}, function(err, response){
if(err){
// UH OH!
} else {
// all good here
}
})
Feature Selection using CSVs
glower.feature_select_csv('./data_set.csv', './response.csv', function(err, response){
if(err){
// UH OH!
} else {
// all good here
}
});
CSV File Format
Data Set
Feature 1, Feature 2, Feature 3,
1, 2, 3,
4, 5, 6,
7, 8, 9
Response Set
Response Key
1
2
3
Further Documentation
Docs - http://glowfish.readme.io/
Registration - http://glowfi.sh/