add exponential distribution #513
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| import { Graph } from '../../../../src/graph/graph.js'; | |||
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| constructor(props: INodeDefinition) { | ||
| super(props); | ||
| this.addInput('value', { |
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This feels very weird and unintuitive.
The formula for exponential decay is generally y(x)= Pe^(-kx)
With P the initial starting value and k the decay factor
In this calculation we are removing P and and just calculating this over the fixed domain o - length
Then when we do the reweighting we just get a function where the sum of the points equals this value over the range
Is there a reason why we really want this over a standard decay without the rebalancing?
| const { value, length, decay, precision } = this.getAllInputs(); | ||
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| // Calculate weights using exponential decay | ||
| const weights = Array.from({ length: length }, (_, i) => |
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We could do this and the total weighting in a single reduce call instead of 2 iterations of the array
🦋 Changeset detectedLatest commit: f1612a4 The changes in this PR will be included in the next version bump. This PR includes changesets to release 5 packages
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