feat: add AJ Walker Alias Method implementation for random probability distribution #10
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PR-Codex overview
This PR introduces the
LibAliaslibrary for efficient weighted random sampling using the alias method. It includes functionality for constructing an alias table, selecting random indices, and handling probabilities and aliases.Detailed summary
LibAliaslibrary for weighted random sampling.selectfunction for O(1) sampling.setRawfunction to set alias table from preprocessed data.fillfunction for constructing alias table from weights.LibAliasTestfor various sampling scenarios.