├── .eslintignore ├── .eslintrc.js ├── .github └── workflows │ ├── build.yml │ └── publish.yml ├── .gitignore ├── .npmignore ├── Contributing.md ├── LICENSE ├── Makefile ├── README.md ├── lerna.json ├── package.json └── packages ├── datacook-lite ├── .gitignore ├── karma.conf.js ├── package-lock.json ├── package.json ├── src │ ├── backend-cpu │ │ ├── classes │ │ │ ├── creation.ts │ │ │ ├── index.ts │ │ │ ├── matrix.ts │ │ │ ├── scalar.ts │ │ │ └── vector.ts │ │ └── op │ │ │ ├── basic-impl.ts │ │ │ ├── binary-op.ts │ │ │ ├── cofound-op.ts │ │ │ ├── index.ts │ │ │ ├── matmul.ts │ │ │ ├── reduce-op.ts │ │ │ ├── single-op.ts │ │ │ └── transform.ts │ ├── basic │ │ ├── index.ts │ │ ├── oneHot.ts │ │ └── unique.ts │ ├── core │ │ ├── classes │ │ │ ├── classes.ts │ │ │ ├── creation.ts │ │ │ └── index.ts │ │ ├── op │ │ │ ├── binary-op.ts │ │ │ ├── cofound-op.ts │ │ │ ├── index.ts │ │ │ ├── matmul.ts │ │ │ ├── reduce-op.ts │ │ │ ├── single-op.ts │ │ │ ├── transform.ts │ │ │ └── utils.ts │ │ └── optimizer │ │ │ ├── adadelta-optimizer.ts │ │ │ ├── classes.ts │ │ │ ├── index.ts │ │ │ └── sgd-optimizer.ts │ ├── env.ts │ ├── generic │ │ └── index.ts │ ├── index.ts │ ├── metrics │ │ ├── classification.ts │ │ ├── index.ts │ │ └── regression.ts │ ├── model │ │ ├── base.ts │ │ ├── clustering │ │ │ └── kmeans-predictor.ts │ │ ├── ensemble │ │ │ ├── gbdt-loss.ts │ │ │ ├── gbdt-predictor.ts │ │ │ └── utils.ts │ │ ├── index.ts │ │ ├── linear-model │ │ │ └── logistic-regression-predictor.ts │ │ ├── naive-bayes │ │ │ └── naive-bayes-predictor.ts │ │ ├── pca-predictor.ts │ │ └── tree │ │ │ ├── decision-tree-predictor.ts │ │ │ └── tree.ts │ ├── preprocess │ │ ├── base.ts │ │ ├── encoder.ts │ │ ├── index.ts │ │ └── standard-scaler-predictor.ts │ ├── stat │ │ └── data.ts │ └── utils │ │ ├── index.ts │ │ └── validation.ts ├── test │ ├── model │ │ ├── gbdt-predictor.ts │ │ ├── kmeans-predictor.ts │ │ ├── logistic-regression-predictor.ts │ │ ├── naive-bayes-predictor.ts │ │ ├── pca-predictor.ts │ │ └── tree-predictor.ts │ ├── op │ │ ├── binary-op.ts │ │ ├── reduce-op.ts │ │ └── single-op.ts │ ├── optimizer │ │ ├── adadelta-optimizer.ts │ │ └── sgd-optimizer.ts │ └── setup.ts ├── tsconfig.json ├── tsconfig.test.json └── webpack.config.js └── datacook ├── .eslintignore ├── Makefile ├── karma.conf.js ├── package-lock.json ├── package.json ├── src ├── dataset │ ├── format │ │ ├── coco.ts │ │ ├── csv.ts │ │ ├── index.ts │ │ └── pascal-voc.ts │ ├── image-classification.ts │ ├── index.ts │ ├── object-detection.ts │ ├── text-classification.ts │ ├── types │ │ ├── coco.ts │ │ ├── csv.ts │ │ ├── image-classification.ts │ │ ├── index.ts │ │ ├── object-detection.ts │ │ ├── pascal-voc.ts │ │ └── text-classification.ts │ └── utils.ts ├── generic │ ├── index.ts │ └── npy.ts ├── image │ ├── index.ts │ └── utils.ts ├── index.ts ├── linalg │ ├── basic.ts │ ├── eigen.ts │ ├── index.ts │ ├── inverse.ts │ ├── jacobian.ts │ ├── linsolve.ts │ ├── svd.ts │ └── utils.ts ├── math │ ├── beta.ts │ ├── error-function.ts │ ├── gamma.ts │ ├── index.ts │ └── utils.ts ├── metrics │ ├── classifier.ts │ ├── index.ts │ └── regression.ts ├── model │ ├── base.ts │ ├── clustering │ │ └── kmeans │ │ │ └── index.ts │ ├── decoposition │ │ └── factor-analysis.ts │ ├── dummy.ts │ ├── ensemble │ │ ├── gbdt-loss.ts │ │ ├── gbdt.ts │ │ └── utils.ts │ ├── index.ts │ ├── linear-model │ │ ├── index.ts │ │ ├── lasso.ts │ │ ├── linear-regression.ts │ │ ├── logistic-regression-predictor.ts │ │ ├── logistic-regression.ts │ │ └── ridge.ts │ ├── naive-bayes │ │ └── index.ts │ ├── neighbor │ │ ├── ballTree.ts │ │ ├── binaryTree.ts │ │ ├── bruteNeighbor.ts │ │ ├── heap.ts │ │ ├── index.ts │ │ ├── kNeighborClassifier.ts │ │ ├── kdTree.ts │ │ ├── kneighborBase.ts │ │ ├── metrics.ts │ │ ├── neighborhood.ts │ │ └── utils.ts │ ├── neural-network │ │ └── MLPRegressor.ts │ ├── non-linear-model │ │ └── NonLinearRegression.ts │ ├── pca.ts │ ├── stat │ │ ├── linear-regression-analysis.ts │ │ └── stepwise.ts │ └── tree │ │ ├── classes.ts │ │ ├── criterion.ts │ │ ├── index.ts │ │ ├── splitter.ts │ │ ├── stack.ts │ │ ├── tree-builder.ts │ │ ├── tree-pruner.ts │ │ ├── tree.ts │ │ └── utils.ts ├── preprocess │ ├── base.ts │ ├── encoder.ts │ ├── index.ts │ └── standard-scaler.ts ├── rand │ ├── beta.cpp │ ├── beta.ts │ └── index.ts ├── stat │ ├── corcov.ts │ ├── data.ts │ ├── hist.ts │ ├── index.ts │ ├── normal.ts │ ├── t.ts │ └── utils.ts ├── tabular │ └── encoder.ts ├── text │ ├── counter.ts │ ├── countvectorizer.ts │ ├── word2vec-utils.ts │ └── word2vec.ts ├── utils.ts └── utils │ ├── csr.ts │ ├── mix.ts │ ├── optimizer-types.ts │ ├── sgd-types.ts │ └── validation.ts ├── test ├── browser │ └── generic │ │ ├── index.js │ │ └── tabular.js ├── node │ ├── dataset │ │ └── index.ts │ ├── generic │ │ ├── artifacts │ │ │ └── test.npy │ │ └── index.ts │ ├── image │ │ ├── artifacts │ │ │ ├── dog.jpg │ │ │ ├── img_chain_tensor.ds │ │ │ ├── resize100.ds │ │ │ ├── resize50_tensor.ds │ │ │ └── tensor2img50.ds │ │ └── image-proc.ts │ ├── linalg │ │ ├── covdata.json │ │ ├── eigen.ts │ │ ├── inverse.ts │ │ ├── jacocbian.ts │ │ ├── linsolve.ts │ │ └── svd.ts │ ├── math │ │ ├── beta.ts │ │ └── gamma.ts │ ├── metrics │ │ └── classification.ts │ ├── model │ │ ├── base.ts │ │ ├── ensemble │ │ │ └── gbdt.ts │ │ ├── kmeans.ts │ │ ├── linear-regression-analysis.ts │ │ ├── linear-regression.ts │ │ ├── logistic-regression.ts │ │ ├── mlp-regressor.ts │ │ ├── naive-bayes.ts │ │ ├── neighbor │ │ │ ├── ball-tree.ts │ │ │ ├── brute-neighbor.ts │ │ │ ├── kd-tree.ts │ │ │ └── knn.ts │ │ ├── non-linear-regression.ts │ │ ├── pca.ts │ │ ├── stepwise.ts │ │ └── tree │ │ │ ├── sort.ts │ │ │ └── tree.ts │ ├── preprocess │ │ ├── encoder.ts │ │ └── standard-scaler.ts │ ├── stat │ │ ├── corcov.ts │ │ ├── data.ts │ │ ├── hist.ts │ │ ├── median.ts │ │ ├── normal.ts │ │ ├── quantile.ts │ │ └── t.ts │ ├── tabular │ │ └── encoder.ts │ ├── text │ │ ├── counter.ts │ │ ├── countvectorizer.ts │ │ ├── global.ts │ │ ├── word2vec-utils.ts 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