Changes (ea7db889) · Commits · 钟慕尧 / deepchem

examples/delaney/delaney_DAG.py

+0 −4

Original line number	Diff line number	Diff line
		"""
		Script that trains DAG models on delaney dataset.
		"""
		from __future__ import print_function
		from __future__ import division
		from __future__ import unicode_literals

		import numpy as np
		np.random.seed(123)
		import tensorflow as tf

+0 −7

Original line number	Diff line number	Diff line
		#!/usr/bin/env python2
		# -- coding: utf-8 --
		"""
		Created on Sat Jul 29 23:49:02 2017

		@author: zqwu
		"""

		from __future__ import print_function
		from __future__ import division
		from __future__ import unicode_literals

		import numpy as np
		np.random.seed(123)
		import tensorflow as tf

+0 −4

Original line number	Diff line number	Diff line
		@@ -5,10 +5,6 @@ Created on Sun Jul 23 15:04:19 2017

		@author: zqwu
		"""

		from __future__ import print_function
		from __future__ import division
		from __future__ import unicode_literals
		from sklearn.kernel_ridge import KernelRidge

		import numpy as np

+1 −5

Original line number	Diff line number	Diff line
		"""
		Script that trains textCNN models on delaney dataset.
		"""
		from __future__ import print_function
		from __future__ import division
		from __future__ import unicode_literals

		import numpy as np
		np.random.seed(123)
		import tensorflow as tf
		@@ -34,7 +30,7 @@ model = dc.models.TextCNNModel(
		use_queue=False)

		# Fit trained model
		model.fit(train_dataset, nb_epoch=100)
		model.fit(train_dataset, nb_epoch=10)

		print("Evaluating model")
		train_scores = model.evaluate(train_dataset, [metric], transformers)

+0 −4

Original line number	Diff line number	Diff line
		"""
		Script that trains weave models on delaney dataset.
		"""
		from __future__ import print_function
		from __future__ import division
		from __future__ import unicode_literals

		import numpy as np
		np.random.seed(123)
		import tensorflow as tf