Intro to Utils

Utils methods acts as a helper, so that you don’t have to implement commonly used function by yourself.

Methods

shuffle

Signature: shuffle: (arr: number | Array | Dataset | DatasetSlice): Array | DatasetSlice

Shuffles the provided arr.

onehotEncode

Signature: onehotEncode: (x: number, classes: number): Array

Returns Array from the passed x after one-hot encoding it as per the classes specified.

createBatch

Signature: createBatch: (array: Array | Dataset | DatasetSlice,batchSize: number): Array[]

Returns batches of the array passed as per the specified batchSize.

trainTestSplit

Signature: trainTestSplit: (X: Dataset,y: Dataset,{ testSize, shuffle = false }: TrainTestSplitInput): DatasetSlice[]

Returns Array of DatasetSlice[trainX,testX,trainY,testY] as per the specified configuration.

References

Some of the functionality is implemented using the awesome resources from the internet.

• ✨ Logic for shuffle is taken from here