csv_record_spec | Specification for reading a record from a text file with delimited values |
dataset_batch | Combines consecutive elements of this dataset into batches. |
dataset_cache | Caches the elements in this dataset. |
dataset_concatenate | Creates a dataset by concatenating given dataset with this dataset. |
dataset_decode_delim | Transform a dataset with delimted text lines into a dataset with named columns |
dataset_filter | Filter a dataset by a predicate |
dataset_flat_map | Maps map_func across this dataset and flattens the result. |
dataset_interleave | Maps map_func across this dataset, and interleaves the results |
dataset_map | Map a function across a dataset. |
dataset_map_and_batch | Fused implementation of dataset_map() and dataset_batch() |
dataset_padded_batch | Combines consecutive elements of this dataset into padded batches |
dataset_prefetch | Creates a Dataset that prefetches elements from this dataset. |
dataset_prefetch_to_device | A transformation that prefetches dataset values to the given 'device' |
dataset_prepare | Prepare a dataset for analysis |
dataset_repeat | Repeats a dataset count times. |
dataset_shard | Creates a dataset that includes only 1 / num_shards of this dataset. |
dataset_shuffle | Randomly shuffles the elements of this dataset. |
dataset_shuffle_and_repeat | Shuffles and repeats a dataset returning a new permutation for each epoch. |
dataset_skip | Creates a dataset that skips count elements from this dataset |
dataset_take | Creates a dataset with at most count elements from this dataset |
delim_record_spec | Specification for reading a record from a text file with delimited values |
file_list_dataset | A dataset of all files matching a pattern |
fixed_length_record_dataset | A dataset of fixed-length records from one or more binary files. |
input_fn | Construct a tfestimators input function from a dataset |
input_fn.tf_dataset | Construct a tfestimators input function from a dataset |
iterator_get_next | Get next element from iterator |
iterator_initializer | An operation that should be run to initialize this iterator. |
iterator_make_initializer | Create an operation that can be run to initialize this iterator |
iterator_string_handle | String-valued tensor that represents this iterator |
make-iterator | Creates an iterator for enumerating the elements of this dataset. |
make_csv_dataset | Reads CSV files into a batched dataset |
make_iterator_from_string_handle | Creates an iterator for enumerating the elements of this dataset. |
make_iterator_from_structure | Creates an iterator for enumerating the elements of this dataset. |
make_iterator_initializable | Creates an iterator for enumerating the elements of this dataset. |
make_iterator_one_shot | Creates an iterator for enumerating the elements of this dataset. |
next_batch | Tensor(s) for retreiving the next batch from a dataset |
output_shapes | Output types and shapes |
output_types | Output types and shapes |
out_of_range_handler | Execute code that traverses a dataset until an out of range condition occurs |
range_dataset | Creates a dataset of a step-separated range of values. |
read_files | Read a dataset from a set of files |
sample_from_datasets | Samples elements at random from the datasets in 'datasets'. |
sparse_tensor_slices_dataset | Splits each rank-N 'tf$SparseTensor' in this dataset row-wise. |
sqlite_dataset | A dataset consisting of the results from a SQL query |
sql_dataset | A dataset consisting of the results from a SQL query |
sql_record_spec | A dataset consisting of the results from a SQL query |
tensors_dataset | Creates a dataset with a single element, comprising the given tensors. |
tensor_slices_dataset | Creates a dataset whose elements are slices of the given tensors. |
text_line_dataset | A dataset comprising lines from one or more text files. |
tfrecord_dataset | A dataset comprising records from one or more TFRecord files. |
tsv_record_spec | Specification for reading a record from a text file with delimited values |
until_out_of_range | Execute code that traverses a dataset until an out of range condition occurs |
with_dataset | Execute code that traverses a dataset |
zip_datasets | Creates a dataset by zipping together the given datasets. |