├── .gitignore ├── .npmignore ├── LICENSE ├── README.md ├── compile.sh ├── docs-server.js ├── docs ├── assets │ ├── css │ │ ├── main.css │ │ └── main.css.map │ ├── images │ │ ├── icons.png │ │ ├── icons@2x.png │ │ ├── widgets.png │ │ └── widgets@2x.png │ └── js │ │ ├── main.js │ │ └── search.js ├── classes │ ├── _machine_learning_supervised_feedforwardneuralnetwork_.feedforwardneuralnetwork.html │ ├── _machine_learning_supervised_linearregression_.linearregression.html │ ├── _machine_learning_supervised_logisticregression_.logisticregression.html │ ├── _machine_learning_supervised_multiclasslogisticregression_.multiclasslogisticregression.html │ ├── _machine_learning_supervised_nearestneighbors_.nearestneighbors.html │ ├── _machine_learning_supervised_nearestneighbors_.neighbor.html │ ├── _machine_learning_supervised_regression_.regression.html │ └── _math_linear_algebra_matrix_.matrix.html ├── globals.html ├── index.html └── modules │ ├── _index_.html │ ├── _machine_learning_supervised_feedforwardneuralnetwork_.html │ ├── _machine_learning_supervised_linearregression_.html │ ├── _machine_learning_supervised_logisticregression_.html │ ├── _machine_learning_supervised_multiclasslogisticregression_.html │ ├── _machine_learning_supervised_nearestneighbors_.html │ ├── _machine_learning_supervised_regression_.html │ └── _math_linear_algebra_matrix_.html ├── package.json ├── src ├── lib │ ├── index.ts │ ├── machine-learning │ │ └── supervised │ │ │ ├── FeedforwardNeuralNetwork.ts │ │ │ ├── LinearRegression.ts │ │ │ ├── LogisticRegression.ts │ │ │ ├── MulticlassLogisticRegression.ts │ │ │ ├── NearestNeighbors.ts │ │ │ └── Regression.ts │ └── math │ │ └── linear-algebra │ │ └── Matrix.ts └── test │ └── test.ts ├── test.sh ├── tsconfig.json ├── yarn-error.log └── yarn.lock /.gitignore: -------------------------------------------------------------------------------- 1 | .idea 2 | .vscode 3 | dist 4 | node_modules 5 | npm-debug.log 6 | dev 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