v0.2.2
Machine Learning utilities for TypeScript
Repository
Current version released
a year ago
Dependencies
deno.land/x
Appraisal
- Extract / Convert features from Data
Modules
Usage
const data = [
"twinkle twinkle little star",
"How I wonder what you are",
"up above the world so high",
"like a diamond in the sky",
];
const vectorizer = new TextVectorizer({
mode: "tfidf",
config: { standardize: { lowercase: true } },
});
vectorizer.fit(data, "f32");
const vec = vectorizer.transform(data, "f32");
console.log(vec);Output
[
Float64Array(20) [
3.386294364929199, 2.386294364929199,
2.386294364929199, 0,
0, 0,
0, 0,
0, 0,
0, 0,
0, 0,
0, 0,
0, 0,
0, 0
],
Float64Array(20) [
0, 0,
0, 2.386294364929199,
2.386294364929199, 2.386294364929199,
2.386294364929199, 2.386294364929199,
2.386294364929199, 0,
0, 0,
0, 0,
0, 0,
0, 0,
0, 0
],
Float64Array(20) [
0, 0,
0, 0,
0, 0,
0, 0,
0, 2.386294364929199,
2.386294364929199, 1.6931471824645996,
2.386294364929199, 2.386294364929199,
2.386294364929199, 0,
0, 0,
0, 0
],
Float64Array(20) [
0, 0,
0, 0,
0, 0,
0, 0,
0, 0,
0, 1.6931471824645996,
0, 0,
0, 2.386294364929199,
2.386294364929199, 2.386294364929199,
2.386294364929199, 2.386294364929199
]
]