學(xué)習(xí)TensorFlow的高級(jí)API

用于 TensorFlow 學(xué)習(xí)的高級(jí) API。

估計(jì)

培訓(xùn)和評(píng)估 TensorFlow 模型。

• tf.contrib.learn.BaseEstimator
• tf.contrib.learn.Estimator
• tf.contrib.learn.Trainable
• tf.contrib.learn.Evaluable
• tf.contrib.learn.KMeansClustering
• tf.contrib.learn.ModeKeys
• tf.contrib.learn.ModelFnOps
• tf.contrib.learn.MetricSpec
• tf.contrib.learn.PredictionKey
• tf.contrib.learn.DNNClassifier
• tf.contrib.learn.DNNRegressor
• tf.contrib.learn.DNNLinearCombinedRegressor
• tf.contrib.learn.DNNLinearCombinedClassifier
• tf.contrib.learn.LinearClassifier
• tf.contrib.learn.LinearRegressor
• tf.contrib.learn.LogisticRegressor

分布式培訓(xùn)實(shí)用程序

• tf.contrib.learn.Experiment
• tf.contrib.learn.ExportStrategy
• tf.contrib.learn.TaskType

圖表操作

在圖表上執(zhí)行各種訓(xùn)練,評(píng)估和推理動(dòng)作。

• tf.train.NanLossDuringTrainingError
• tf.contrib.learn.RunConfig
• tf.contrib.learn.evaluate
• tf.contrib.learn.infer
• tf.contrib.learn.run_feeds
• tf.contrib.learn.run_n
• tf.contrib.learn.train

輸入處理

隊(duì)列和讀取批量輸入數(shù)據(jù)。

• tf.contrib.learn.extract_dask_data
• tf.contrib.learn.extract_dask_labels
• tf.contrib.learn.extract_pandas_data
• tf.contrib.learn.extract_pandas_labels
• tf.contrib.learn.extract_pandas_matrix
• tf.contrib.learn.infer_real_valued_columns_from_input
• tf.contrib.learn.infer_real_valued_columns_from_input_fn
• tf.contrib.learn.read_batch_examples
• tf.contrib.learn.read_batch_features
• tf.contrib.learn.read_batch_record_features

導(dǎo)出實(shí)用程序

• tf.contrib.learn.build_parsing_serving_input_fn
• tf.contrib.learn.ProblemType