google / brain-tokyo-workshop

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improved algorithm for getLayer #96

Open SLotAbr opened 1 year ago

SLotAbr commented 1 year ago

The original algorithm uses multiple sorts. The new version uses the adjacency matrix to calculate the layer variable and is faster. In addition, the solution looks more readable. Let me explain the point. The first step of the algorithm is to figure out the input nodes. In an oriented graph, they have no input oriented edges. During each subsequent iteration, their neighbors are searched, together with assigning them a higher value in the layer index. If a node that has already been searched for is encountered, its value is changed anyway

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