dataset adapter tensorflow

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dataset adapter tensorflow

2020年9月10日 — Download the csv file containing the heart dataset. csv_file = tf.keras.utils.get_file ... ,tensorflow_datasets (<a href="./tfds"><code>tfds</code></a>) defines a collection of datasets ready-to-use with TensorFlow. ,Installation. TFDS exists in two packages: pip install tensorflow-datasets : The stable version, released every few months. pip ... ,2020年9月24日 — A Dataset can be used to represent an input pipeline as a collection of elements and a "logical plan" of transformations that act on those ... ,Source Datasets: The simplest way to create a dataset is to create it from a python list : dataset = tf.data.Dataset.from_tensor_slices([1, 2, 3]) for element in ... ,A Dataset consisting of the results from a SQL query. tf.data.experimental.SqlDataset( driver_name, data_source_name, query, output_types ) ... ,2020年10月7日 — Dataset for a complete list of transformations. The Dataset object is a Python iterable. This makes it possible to consume its elements using a for ... ,Converts a tf.data.Dataset to an iterable of NumPy arrays. ,2020年10月10日 — Return the shape/dtype of features after encoding (for the adapter). The FileAdapter then use those information to write data on disk. This function ... ,Enter TFDS. TFDS process those datasets into a standard format (external data -> serialized files), which can then be loaded as machine learning pipeline ( ...

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dataset adapter tensorflow 相關參考資料
Load a pandas.DataFrame | TensorFlow Core

2020年9月10日 — Download the csv file containing the heart dataset. csv_file = tf.keras.utils.get_file&nbsp;...

https://www.tensorflow.org

Module: tfds | TensorFlow Datasets

tensorflow_datasets (&lt;a href=&quot;./tfds&quot;&gt;&lt;code&gt;tfds&lt;/code&gt;&lt;/a&gt;) defines a collection of datasets ready-to-use with TensorFlow.

https://www.tensorflow.org

TensorFlow Datasets

Installation. TFDS exists in two packages: pip install tensorflow-datasets : The stable version, released every few months. pip&nbsp;...

https://www.tensorflow.org

tf.compat.v1.data.Dataset | TensorFlow Core v2.3.0

2020年9月24日 — A Dataset can be used to represent an input pipeline as a collection of elements and a &quot;logical plan&quot; of transformations that act on those&nbsp;...

https://www.tensorflow.org

tf.data.Dataset | TensorFlow Core v2.3.0

Source Datasets: The simplest way to create a dataset is to create it from a python list : dataset = tf.data.Dataset.from_tensor_slices([1, 2, 3]) for element in&nbsp;...

https://www.tensorflow.org

tf.data.experimental.SqlDataset | TensorFlow Core v2.3.0

A Dataset consisting of the results from a SQL query. tf.data.experimental.SqlDataset( driver_name, data_source_name, query, output_types )&nbsp;...

https://www.tensorflow.org

tf.data: Build TensorFlow input pipelines | TensorFlow Core

2020年10月7日 — Dataset for a complete list of transformations. The Dataset object is a Python iterable. This makes it possible to consume its elements using a for&nbsp;...

https://www.tensorflow.org

tfds.as_numpy | TensorFlow Datasets

Converts a tf.data.Dataset to an iterable of NumPy arrays.

https://www.tensorflow.org

tfds.features.FeatureConnector | TensorFlow Datasets

2020年10月10日 — Return the shape/dtype of features after encoding (for the adapter). The FileAdapter then use those information to write data on disk. This function&nbsp;...

https://www.tensorflow.org

Writing custom datasets | TensorFlow Datasets

Enter TFDS. TFDS process those datasets into a standard format (external data -&gt; serialized files), which can then be loaded as machine learning pipeline (&nbsp;...

https://www.tensorflow.org