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feat(KNNClassifier): This adds typescript support for KNNClassifier #276

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feat(KNNClassifier): This adds typescript support for KNNClassifier #276

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1 change: 1 addition & 0 deletions .gitignore
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Original file line number Diff line number Diff line change
Expand Up @@ -4,6 +4,7 @@ experiments/node_modules
node_modules
**/npm-debug.log
.vscode
.idea
*.DS_STORE
experiments
training/lstm/data/t
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6 changes: 3 additions & 3 deletions dist/ml5.min.js
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2 changes: 1 addition & 1 deletion dist/ml5.min.js.map
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15 changes: 10 additions & 5 deletions package-lock.json
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9 changes: 5 additions & 4 deletions package.json
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Expand Up @@ -10,8 +10,8 @@
"scripts": {
"commit": "git-cz",
"prebuild": "rimraf dist",
"start": "webpack-dev-server --open --config webpack.dev.babel.js",
"build": "webpack --config webpack.prod.babel.js",
"start": "tsc && webpack-dev-server --open --config webpack.dev.babel.js",
"build": "tsc && webpack --config webpack.prod.babel.js",
"test": "./node_modules/karma/bin/karma start karma.conf.js",
"test:single": "./node_modules/karma/bin/karma start karma.conf.js --single-run",
"test-travis": "./scripts/test-travis.sh"
Expand Down Expand Up @@ -63,7 +63,8 @@
"webpack": "4.1.1",
"webpack-cli": "2.0.10",
"webpack-dev-server": "3.1.0",
"webpack-merge": "^4.1.2"
"webpack-merge": "^4.1.2",
"typescript": "^3.3.1"
},
"config": {
"commitizen": {
Expand All @@ -87,9 +88,9 @@
},
"dependencies": {
"@magenta/sketch": "^0.1.2",
"@tensorflow-models/knn-classifier": "0.2.2",
"@tensorflow-models/mobilenet": "0.2.2",
"@tensorflow-models/posenet": "0.2.2",
"@tensorflow-models/knn-classifier": "0.2.2",
"@tensorflow/tfjs": "0.13.0",
"events": "^3.0.0"
}
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33 changes: 33 additions & 0 deletions src/KNNClassifier/index.d.ts
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@@ -0,0 +1,33 @@
import * as tf from '@tensorflow/tfjs';
import * as knnClassifier from '@tensorflow-models/knn-classifier';
declare class KNN {
knnClassifier: knnClassifier.KNNClassifier;
mapStringToIndex: Array<any>;
constructor();
addExample(input: any, classIndexOrLabel: any): void;
classify(input: any, kOrCallback: any, cb: any): Promise<any>;
classifyInternal(input: any, k: any): Promise<{
classIndex: number;
confidences: {
[classId: number]: number;
};
}>;
clearLabel(labelIndex: any): void;
clearAllLabels(): void;
getCountByLabel(): {
[classId: number]: number;
};
getCount(): {
[classId: number]: number;
};
getClassifierDataset(): {
[classId: number]: tf.Tensor<tf.Rank.R2>;
};
setClassifierDataset(dataset: any): void;
getNumLabels(): number;
dispose(): void;
save(name: any): void;
load(path: any, callback: any): void;
}
declare const KNNClassifier: () => KNN;
export default KNNClassifier;
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