Release v0.4.2

Author: luozhouyang

setup.py

@@ -5,7 +5,7 @@
 
 setuptools.setup(
     name="transformers_keras",
-    version="0.4.1",
+    version="0.4.2",
     description="Transformer-based models implemented in tensorflow 2.x(Keras)",
     long_description=long_description,
     long_description_content_type="text/markdown",
@@ -15,7 +15,8 @@
     packages=setuptools.find_packages(),
     include_package_data=True,
     install_requires=[
-
+        "tokenizers",
+        "tensorflow>=2.0.0",
     ],
     extras_require={
 

transformers_keras/__init__.py

@@ -21,20 +21,46 @@
     BertPretrainedModel,
 )
 from transformers_keras.modeling_utils import complete_inputs
+from transformers_keras.question_answering.dataset import QuestionAnsweringDataset, QuestionAnsweringExample
 from transformers_keras.question_answering.models import AlbertForQuestionAnswering, BertForQuestionAnswering
+from transformers_keras.question_answering.parser import (
+    AbstractQustionAnsweringExampleParser,
+    QuestionAnsweringExampleParserForChinese,
+)
+from transformers_keras.question_answering.tokenizer import (
+    QuestionAnsweringTokenizer,
+    QuestionAnsweringTokenizerForChinese,
+)
+from transformers_keras.sentence_embedding.bert_embedding import BertForSentenceEmbedding
+from transformers_keras.sentence_embedding.parser import AbstractSimCSEExampleParser, SimCSEExampleParser
+from transformers_keras.sentence_embedding.simcse_dataset import SimCSEDataset, SimCSEExample
 from transformers_keras.sentence_embedding.simcse_models import HardNegativeSimCSE, SupervisedSimCSE, UnsupervisedSimCSE
+from transformers_keras.sequence_classification.dataset import (
+    SequenceClassificationDataset,
+    SequenceClassificationExample,
+)
 from transformers_keras.sequence_classification.models import (
     AlbertForSequenceClassification,
     BertForSequenceClassification,
 )
+from transformers_keras.sequence_classification.parser import (
+    AbstractSequenceClassificationExampleParser,
+    SequenceClassificationExampleParser,
+)
 from transformers_keras.token_classification.crf_models import (
     AlertCRFForTokenClassification,
     BertCRFForTokenClassification,
     CRFModel,
 )
+from transformers_keras.token_classification.dataset import TokenClassificationDataset, TokenClassificationExample
 from transformers_keras.token_classification.models import AlbertForTokenClassification, BertForTokenClassification
+from transformers_keras.token_classification.parser import (
+    AbstractTokenClassificationExampleParser,
+    TokenClassificationExampleParserForChinese,
+)
+from transformers_keras.token_classification.tokenizer import QuestionAnsweringTokenizerForChinese
 
 __name__ = "transformers_keras"
-__version__ = "0.4.1"
+__version__ = "0.4.2"
 
 logging.basicConfig(format="%(asctime)s %(levelname)7s %(filename)20s %(lineno)4d] %(message)s", level=logging.INFO)