Aisu Wata aisu-wata0

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aisu-wata0 / init.coffee

Last active May 21, 2018 20:25

automatic update by http://atom.io/packages/sync-settings

	# Your init script
	#
	# Atom will evaluate this file each time a new window is opened. It is run
	# after packages are loaded/activated and after the previous editor state
	# has been restored.
	#
	# An example hack to log to the console when each text editor is saved.
	#
	# atom.workspace.observeTextEditors (editor) ->
	# editor.onDidSave ->

aisu-wata0 / ParamRepeatPruner.py

Last active November 5, 2024 12:15

For optuna/optuna#2021. Class that prunes trials with the same parameters as past trials. You also can allow repeats if you want, and get the average of these past trials instead of pruning.

	import optuna
	from optuna.trial import TrialState
	import numpy as np
	from typing import Dict, List, Optional
	from collections import defaultdict


	class ParamRepeatPruner:
	"""Prunes reapeated trials, which means trials with the same paramters won't waste time/resources."""