Skip to main content

A dataset utils repository. For tensorflow 2.x only!

Project description

datasets

A dataset utils repository. For tensorflow>=2.0.0b only!

Requirements

  • python 3.6
  • tensorflow>=2.0.0b

Installation

pip install nlp-datasets

Contents

Usage

For NMT task

from nlp_datasets import NMTSameFileDataset

o = NMTSameFileDataset(config=None, logger_name=None)
train_files = [] # your files
# train_dataset is an instance of tf.data.Dataset
train_dataset = o.build_train_dataset(train_files)
from nlp_datasets import NMTSeparateFileDataset

o = NMTSeparateFileDataset(config=None, logger_name=None)
feature_files = [] # your files
label_files = []
train_dataset = o.build_train_dataset(feature_files,label_files)

For DSSM task

from nlp_datasets import DSSMSameFileDataset

o = DSSMSameFileDataset(config=None, logger_name=None)
train_dataset = o.build_train_dataset(train_files=[])
from nlp_datasets import DSSMSeparateFileDataset

o = DSSMSeparateFileDataset(config=None, logger_name=None)
query_files = []
doc_files = []
label_files = []
train_dataset = o.build_train_dataset(query_files, doc_files, label_files)

For MatchPyramid task

from nlp_datasets import MatchPyramidSameFileDataset

o = MatchPyramidSameFileDataset(config=None, logger_name=None)
train_dataset = o.build_train_dataset(train_files=[])
from nlp_datasets import MatchPyramidSeparateFilesDataset

o = MatchPyramidSeparateFilesDataset(config=None, logger_name=None)
query_files = []
doc_files = []
label_files = []
train_dataset = o.build_train_dataset(query_files, doc_files, label_files)

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

naivenmt_datasets-0.0.7.tar.gz (12.0 kB view hashes)

Uploaded Source

Built Distribution

naivenmt_datasets-0.0.7-py3-none-any.whl (27.3 kB view hashes)

Uploaded Python 3

Supported by

AWS AWS Cloud computing and Security Sponsor Datadog Datadog Monitoring Fastly Fastly CDN Google Google Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Sentry Sentry Error logging StatusPage StatusPage Status page