python_code stringlengths 0 187k | repo_name stringlengths 8 46 | file_path stringlengths 6 135 |
|---|---|---|
allennlp-models-main | allennlp_models/__init__.py | |
# flake8: noqa: F403
from allennlp_models.classification.models import *
from allennlp_models.classification.dataset_readers import *
| allennlp-models-main | allennlp_models/classification/__init__.py |
from allennlp_models.classification.dataset_readers.stanford_sentiment_tree_bank import (
StanfordSentimentTreeBankDatasetReader,
)
from allennlp_models.classification.dataset_readers.boolq import BoolQDatasetReader
| allennlp-models-main | allennlp_models/classification/dataset_readers/__init__.py |
import json
import logging
from typing import Optional, Iterable, Dict
from allennlp.common.file_utils import cached_path
from allennlp.data import DatasetReader, Tokenizer, TokenIndexer, Instance, Field
from allennlp.data.tokenizers import WhitespaceTokenizer
from allennlp.data.token_indexers import SingleIdTokenInd... | allennlp-models-main | allennlp_models/classification/dataset_readers/boolq.py |
from typing import Dict, List, Optional, Union
import logging
from allennlp.data import Tokenizer
from nltk.tree import Tree
from allennlp.common.file_utils import cached_path
from allennlp.data.dataset_readers.dataset_reader import DatasetReader
from allennlp.data.fields import LabelField, TextField, Field
from all... | allennlp-models-main | allennlp_models/classification/dataset_readers/stanford_sentiment_tree_bank.py |
import logging
from typing import Dict, Optional
import torch
from allennlp.data import Vocabulary
from allennlp.models import Model
from allennlp.modules.transformer import TransformerEmbeddings, TransformerStack, TransformerPooler
from torch.nn import Dropout
logger = logging.getLogger(__name__)
@Model.register("... | allennlp-models-main | allennlp_models/classification/models/transformer_classification_tt.py |
from allennlp_models.classification.models.biattentive_classification_network import (
BiattentiveClassificationNetwork,
)
from allennlp_models.classification.models.transformer_classification_tt import (
TransformerClassificationTT,
)
| allennlp-models-main | allennlp_models/classification/models/__init__.py |
from typing import Dict, Union
import numpy
import torch
from torch import nn
import torch.nn.functional as F
from allennlp.common.checks import check_dimensions_match, ConfigurationError
from allennlp.data import TextFieldTensors, Vocabulary
from allennlp.modules import Elmo, FeedForward, Maxout, Seq2SeqEncoder, Te... | allennlp-models-main | allennlp_models/classification/models/biattentive_classification_network.py |
# flake8: noqa: F403
from allennlp_models.structured_prediction.predictors import *
from allennlp_models.structured_prediction.dataset_readers import *
from allennlp_models.structured_prediction.metrics import *
from allennlp_models.structured_prediction.models import *
| allennlp-models-main | allennlp_models/structured_prediction/__init__.py |
from typing import Dict, List, Optional, Set
from collections import defaultdict
import logging
import os
import tempfile
import subprocess
import shutil
from allennlp.common.util import is_distributed
from allennlp.common.checks import ConfigurationError
from allennlp.training.metrics.metric import Metric
logger = ... | allennlp-models-main | allennlp_models/structured_prediction/metrics/srl_eval_scorer.py |
from allennlp_models.structured_prediction.metrics.srl_eval_scorer import SrlEvalScorer
| allennlp-models-main | allennlp_models/structured_prediction/metrics/__init__.py |
import argparse
import os
import sys
from collections import namedtuple
from typing import Iterable, List, Tuple
import regex
from tqdm import tqdm
from allennlp.data import Token
from allennlp.data.tokenizers import SpacyTokenizer
sys.path.insert(0, os.path.dirname(os.path.abspath(os.path.join(__file__, os.pardir))... | allennlp-models-main | allennlp_models/structured_prediction/tools/convert_openie_to_conll.py |
allennlp-models-main | allennlp_models/structured_prediction/tools/__init__.py | |
# flake8: noqa
import os
import sys
import argparse
from typing import List
import torch
from allennlp_models.structured_prediction.models.srl import write_to_conll_eval_file
sys.path.insert(0, os.path.dirname(os.path.abspath(os.path.join(__file__, os.pardir))))
from allennlp.common.tqdm import Tqdm
from allennlp... | allennlp-models-main | allennlp_models/structured_prediction/tools/write_srl_predictions_to_conll_format.py |
from typing import Dict, Tuple, List
import logging
from conllu import parse_incr
from allennlp.common.file_utils import cached_path
from allennlp.data.dataset_readers.dataset_reader import DatasetReader
from allennlp.data.fields import Field, TextField, SequenceLabelField, MetadataField
from allennlp.data.instance ... | allennlp-models-main | allennlp_models/structured_prediction/dataset_readers/universal_dependencies.py |
from allennlp_models.structured_prediction.dataset_readers.penn_tree_bank import (
PennTreeBankConstituencySpanDatasetReader,
)
from allennlp_models.structured_prediction.dataset_readers.semantic_dependencies import (
SemanticDependenciesDatasetReader,
)
from allennlp_models.structured_prediction.dataset_reader... | allennlp-models-main | allennlp_models/structured_prediction/dataset_readers/__init__.py |
from typing import Dict, List, Tuple
import logging
from allennlp.common.file_utils import cached_path
from allennlp.data.dataset_readers.dataset_reader import DatasetReader
from allennlp.data.fields import AdjacencyField, MetadataField, SequenceLabelField
from allennlp.data.fields import Field, TextField
from allenn... | allennlp-models-main | allennlp_models/structured_prediction/dataset_readers/semantic_dependencies.py |
import logging
from typing import Dict, List, Iterable, Tuple, Any
from transformers.models.bert.tokenization_bert import BertTokenizer
from allennlp.common.file_utils import cached_path
from allennlp.data.dataset_readers.dataset_reader import DatasetReader
from allennlp.data.fields import Field, TextField, Sequence... | allennlp-models-main | allennlp_models/structured_prediction/dataset_readers/srl.py |
from typing import Dict, List, Tuple
import logging
import os
# NLTK is so performance orientated (ha ha) that they have lazy imports. Why? Who knows.
from nltk.corpus.reader.bracket_parse import BracketParseCorpusReader
from nltk.tree import Tree
from allennlp.common.file_utils import cached_path
from allennlp.data... | allennlp-models-main | allennlp_models/structured_prediction/dataset_readers/penn_tree_bank.py |
from typing import Dict, Any, List, Tuple
from allennlp.common.util import JsonDict, sanitize
from allennlp.data import DatasetReader, Instance
from allennlp.models import Model
from allennlp.predictors.predictor import Predictor
from allennlp.data.tokenizers.spacy_tokenizer import SpacyTokenizer
# POS tags have a u... | allennlp-models-main | allennlp_models/structured_prediction/predictors/biaffine_dependency_parser.py |
# Copied from spaCy version 2.x
from spacy.symbols import (
POS,
PUNCT,
SYM,
ADJ,
CCONJ,
NUM,
DET,
ADV,
ADP,
X,
VERB,
NOUN,
PROPN,
PART,
INTJ,
SPACE,
PRON,
)
TAG_MAP = {
".": {POS: PUNCT, "PunctType": "peri"},
",": {POS: PUNCT, "PunctType": "... | allennlp-models-main | allennlp_models/structured_prediction/predictors/util.py |
from allennlp_models.structured_prediction.predictors.biaffine_dependency_parser import (
BiaffineDependencyParserPredictor,
)
from allennlp_models.structured_prediction.predictors.constituency_parser import (
ConstituencyParserPredictor,
)
from allennlp_models.structured_prediction.predictors.openie import Ope... | allennlp-models-main | allennlp_models/structured_prediction/predictors/__init__.py |
from typing import List
from nltk import Tree
from allennlp.common.util import JsonDict, sanitize
from allennlp.data import DatasetReader, Instance
from allennlp.models import Model
from allennlp.predictors.predictor import Predictor
from allennlp.data.tokenizers.spacy_tokenizer import SpacyTokenizer
from .util imp... | allennlp-models-main | allennlp_models/structured_prediction/predictors/constituency_parser.py |
from typing import List, Dict
import numpy
from spacy.tokens import Doc
from allennlp.common.util import JsonDict, sanitize, group_by_count
from allennlp.data import DatasetReader, Instance
from allennlp.data.tokenizers.spacy_tokenizer import SpacyTokenizer
from allennlp.models import Model
from allennlp.predictors.... | allennlp-models-main | allennlp_models/structured_prediction/predictors/srl.py |
from typing import List, Dict
from allennlp.common.util import JsonDict, sanitize
from allennlp.data import DatasetReader, Instance
from allennlp.data.tokenizers import SpacyTokenizer
from allennlp.models import Model
from allennlp.predictors.predictor import Predictor
from allennlp.data.tokenizers import Token
def... | allennlp-models-main | allennlp_models/structured_prediction/predictors/openie.py |
from typing import Dict, Tuple, Any, List
import logging
import copy
import torch
import torch.nn.functional as F
from torch.nn.modules import Dropout
import numpy
from allennlp.common.checks import check_dimensions_match, ConfigurationError
from allennlp.data import TextFieldTensors, Vocabulary
from allennlp.module... | allennlp-models-main | allennlp_models/structured_prediction/models/biaffine_dependency_parser.py |
from typing import Dict, Tuple, Any, List
import logging
import copy
import torch
from torch.nn.modules import Dropout
import numpy
from allennlp.common.checks import check_dimensions_match, ConfigurationError
from allennlp.data import TextFieldTensors, Vocabulary
from allennlp.modules import Seq2SeqEncoder, TextFie... | allennlp-models-main | allennlp_models/structured_prediction/models/graph_parser.py |
import warnings
from typing import Dict, List, Any, Union
import torch
from torch.nn.modules import Linear, Dropout
import torch.nn.functional as F
from transformers.models.bert.configuration_bert import BertConfig
from transformers.models.bert.modeling_bert import BertModel
from allennlp.data import TextFieldTensor... | allennlp-models-main | allennlp_models/structured_prediction/models/srl_bert.py |
from allennlp_models.structured_prediction.models.biaffine_dependency_parser import (
BiaffineDependencyParser,
)
from allennlp_models.structured_prediction.models.constituency_parser import SpanConstituencyParser
from allennlp_models.structured_prediction.models.graph_parser import GraphParser
from allennlp_models... | allennlp-models-main | allennlp_models/structured_prediction/models/__init__.py |
from typing import Dict, Tuple, List, NamedTuple, Any
import torch
from torch.nn.modules.linear import Linear
from nltk import Tree
from allennlp.common.checks import check_dimensions_match
from allennlp.data import TextFieldTensors, Vocabulary
from allennlp.modules import Seq2SeqEncoder, TimeDistributed, TextFieldE... | allennlp-models-main | allennlp_models/structured_prediction/models/constituency_parser.py |
from typing import Dict, List, TextIO, Optional, Any
import warnings
import torch
from torch.nn.modules import Linear, Dropout
import torch.nn.functional as F
from allennlp.common.checks import check_dimensions_match
from allennlp.data import TextFieldTensors, Vocabulary
from allennlp.modules import Seq2SeqEncoder, ... | allennlp-models-main | allennlp_models/structured_prediction/models/srl.py |
# flake8: noqa: F403
from allennlp_models.lm.dataset_readers import *
from allennlp_models.lm.models import *
from allennlp_models.lm.modules import *
from allennlp_models.lm.predictors import *
from allennlp_models.lm.util import *
| allennlp-models-main | allennlp_models/lm/__init__.py |
from .beam_search_generators import * # noqa: F403
| allennlp-models-main | allennlp_models/lm/util/__init__.py |
from typing import Dict, List, Optional
import torch
from allennlp.data import TextFieldTensors
from allennlp.modules.text_field_embedders import TextFieldEmbedder, BasicTextFieldEmbedder
from allennlp.modules.token_embedders import PretrainedTransformerEmbedder
from .beam_search_generator import BeamSearchGenerator... | allennlp-models-main | allennlp_models/lm/util/beam_search_generators/transformer_beam_search_generator.py |
from .beam_search_generator import BeamSearchGenerator
from .transformer_beam_search_generator import TransformerBeamSearchGenerator
| allennlp-models-main | allennlp_models/lm/util/beam_search_generators/__init__.py |
from typing import Dict, Tuple
import torch
from allennlp.common.registrable import Registrable
from allennlp.data import TextFieldTensors
from allennlp.modules import TextFieldEmbedder
from allennlp.nn.beam_search import BeamSearch, StepFunctionType
class BeamSearchGenerator(Registrable):
"""
A beam search... | allennlp-models-main | allennlp_models/lm/util/beam_search_generators/beam_search_generator.py |
from typing import Dict, List
import logging
import copy
from allennlp.data.instance import Instance
from allennlp.data.tokenizers.tokenizer import Tokenizer
from allennlp.data.tokenizers import Token
from allennlp.data.tokenizers.whitespace_tokenizer import WhitespaceTokenizer
from allennlp.data.dataset_readers.data... | allennlp-models-main | allennlp_models/lm/dataset_readers/masked_language_model.py |
from typing import Dict, Iterable, Union, Optional, List
import logging
import math
from allennlp.data.tokenizers import Token
from allennlp.data.dataset_readers.dataset_reader import DatasetReader
from allennlp.data.fields import TextField
from allennlp.data.instance import Instance
from allennlp.data.token_indexers... | allennlp-models-main | allennlp_models/lm/dataset_readers/simple_language_modeling.py |
from allennlp_models.lm.dataset_readers.masked_language_model import MaskedLanguageModelingReader
from allennlp_models.lm.dataset_readers.next_token_lm import NextTokenLMReader
from allennlp_models.lm.dataset_readers.simple_language_modeling import (
SimpleLanguageModelingDatasetReader,
)
| allennlp-models-main | allennlp_models/lm/dataset_readers/__init__.py |
from typing import Dict, List, cast
import logging
import copy
from allennlp.data.instance import Instance
from allennlp.data.tokenizers.tokenizer import Tokenizer
from allennlp.data.tokenizers import Token
from allennlp.data.tokenizers.whitespace_tokenizer import WhitespaceTokenizer
from allennlp.data.dataset_reader... | allennlp-models-main | allennlp_models/lm/dataset_readers/next_token_lm.py |
from typing import Dict
import numpy
from allennlp.common.util import JsonDict
from allennlp.data import Instance, Token
from allennlp.data.fields import TextField
from allennlp.predictors.predictor import Predictor
@Predictor.register("masked_language_model")
class MaskedLanguageModelPredictor(Predictor):
def... | allennlp-models-main | allennlp_models/lm/predictors/masked_language_model.py |
from allennlp_models.lm.predictors.masked_language_model import MaskedLanguageModelPredictor
from allennlp_models.lm.predictors.next_token_lm import NextTokenLMPredictor
| allennlp-models-main | allennlp_models/lm/predictors/__init__.py |
from typing import Dict
import numpy
from allennlp.common.util import JsonDict
from allennlp.data import Instance, Token
from allennlp.data.fields import TextField
from allennlp.predictors.predictor import Predictor
@Predictor.register("next_token_lm")
class NextTokenLMPredictor(Predictor):
def predict(self, s... | allennlp-models-main | allennlp_models/lm/predictors/next_token_lm.py |
from typing import Dict, List, Tuple, Union
import torch
from allennlp.common.checks import ConfigurationError
from allennlp.data import TextFieldTensors, Vocabulary
from allennlp.models.model import Model
from allennlp.modules import SoftmaxLoss
from allennlp.modules.text_field_embedders import TextFieldEmbedder
fro... | allennlp-models-main | allennlp_models/lm/models/language_model.py |
from typing import Dict
import torch
from allennlp.common.checks import check_dimensions_match
from allennlp.data import TextFieldTensors, Vocabulary
from allennlp.models.model import Model
from allennlp.modules import Seq2SeqEncoder, TextFieldEmbedder
from allennlp.nn import util, InitializerApplicator
from allennl... | allennlp-models-main | allennlp_models/lm/models/masked_language_model.py |
from allennlp_models.lm.models.bidirectional_lm import BidirectionalLanguageModel
from allennlp_models.lm.models.language_model import LanguageModel
from allennlp_models.lm.models.masked_language_model import MaskedLanguageModel
from allennlp_models.lm.models.next_token_lm import NextTokenLM
| allennlp-models-main | allennlp_models/lm/models/__init__.py |
from typing import Dict, Tuple
import torch
from allennlp.common.checks import check_dimensions_match
from allennlp.data import TextFieldTensors, Vocabulary
from allennlp.models.model import Model
from allennlp.modules import Seq2SeqEncoder, TextFieldEmbedder
from allennlp.nn import util, InitializerApplicator
from ... | allennlp-models-main | allennlp_models/lm/models/next_token_lm.py |
from allennlp.data.vocabulary import Vocabulary
from allennlp.models.model import Model
from allennlp.modules.text_field_embedders import TextFieldEmbedder
from allennlp.modules.seq2seq_encoders import Seq2SeqEncoder
from allennlp.nn import InitializerApplicator
from allennlp_models.lm.models.language_model import Lan... | allennlp-models-main | allennlp_models/lm/models/bidirectional_lm.py |
# flake8: noqa: F403
from allennlp_models.lm.modules.seq2seq_encoders import *
from allennlp_models.lm.modules.language_model_heads import *
from allennlp_models.lm.modules.token_embedders import *
| allennlp-models-main | allennlp_models/lm/modules/__init__.py |
"""
The BidirectionalTransformerEncoder from Calypso.
This is basically the transformer from https://nlp.seas.harvard.edu/2018/04/03/attention.html
so credit to them.
This code should be considered "private" in that we have several
transformer implementations and may end up deleting this one.
If you use it, consider y... | allennlp-models-main | allennlp_models/lm/modules/seq2seq_encoders/bidirectional_lm_transformer.py |
from allennlp_models.lm.modules.seq2seq_encoders.bidirectional_lm_transformer import (
BidirectionalLanguageModelTransformer,
)
| allennlp-models-main | allennlp_models/lm/modules/seq2seq_encoders/__init__.py |
from transformers.models.gpt2.modeling_gpt2 import GPT2Config, GPT2LMHeadModel
import torch
from .language_model_head import LanguageModelHead
@LanguageModelHead.register("gpt2")
class Gpt2LanguageModelHead(LanguageModelHead):
"""
Loads just the LM head from `transformers.GPT2LMHeadModel`. It was easiest to... | allennlp-models-main | allennlp_models/lm/modules/language_model_heads/gpt2.py |
import torch
from allennlp.data import Vocabulary
from allennlp_models.lm.modules.language_model_heads.language_model_head import LanguageModelHead
@LanguageModelHead.register("linear")
class LinearLanguageModelHead(LanguageModelHead):
"""
Uses `torch.nn.Linear` as a language model head. Does nothing else f... | allennlp-models-main | allennlp_models/lm/modules/language_model_heads/linear.py |
from allennlp_models.lm.modules.language_model_heads.language_model_head import LanguageModelHead
from allennlp_models.lm.modules.language_model_heads.bert import BertLanguageModelHead
from allennlp_models.lm.modules.language_model_heads.gpt2 import Gpt2LanguageModelHead
from allennlp_models.lm.modules.language_model_h... | allennlp-models-main | allennlp_models/lm/modules/language_model_heads/__init__.py |
import torch
from allennlp.common import Registrable
class LanguageModelHead(torch.nn.Module, Registrable):
"""
A `LanguageModelHead` encapsulates a function that goes from some hidden state to logits over
a vocabulary.
"""
def get_input_dim(self) -> int:
raise NotImplementedError
d... | allennlp-models-main | allennlp_models/lm/modules/language_model_heads/language_model_head.py |
from transformers.models.bert.modeling_bert import BertConfig, BertForMaskedLM
import torch
from .language_model_head import LanguageModelHead
@LanguageModelHead.register("bert")
class BertLanguageModelHead(LanguageModelHead):
"""
Loads just the LM head from `transformers.BertForMaskedLM`. It was easiest to... | allennlp-models-main | allennlp_models/lm/modules/language_model_heads/bert.py |
import json
from typing import Dict, Tuple, TYPE_CHECKING
import torch
from allennlp.common import Params
from allennlp.common.checks import ConfigurationError
from allennlp.data import TokenIndexer, Token
from allennlp.modules import TextFieldEmbedder
from allennlp.modules.scalar_mix import ScalarMix
from allennlp.m... | allennlp-models-main | allennlp_models/lm/modules/token_embedders/language_model.py |
from allennlp_models.lm.modules.token_embedders.language_model import LanguageModelTokenEmbedder
from allennlp_models.lm.modules.token_embedders.bidirectional_lm import (
BidirectionalLanguageModelTokenEmbedder,
)
| allennlp-models-main | allennlp_models/lm/modules/token_embedders/__init__.py |
from typing import Tuple
from allennlp.modules.token_embedders.token_embedder import TokenEmbedder
from allennlp_models.lm.modules.token_embedders.language_model import LanguageModelTokenEmbedder
@TokenEmbedder.register("bidirectional_lm_token_embedder")
class BidirectionalLanguageModelTokenEmbedder(LanguageModelTok... | allennlp-models-main | allennlp_models/lm/modules/token_embedders/bidirectional_lm.py |
# flake8: noqa: F403
from allennlp_models.vision.models import *
from allennlp_models.vision.predictors import *
from allennlp_models.vision.dataset_readers import *
from allennlp_models.vision.metrics import *
| allennlp-models-main | allennlp_models/vision/__init__.py |
from allennlp_models.vision.metrics.vqa import VqaMeasure
| allennlp-models-main | allennlp_models/vision/metrics/__init__.py |
import torch
from allennlp.training.metrics.metric import Metric
import torch.distributed as dist
@Metric.register("vqa")
class VqaMeasure(Metric):
"""Compute the VQA metric, as described in
https://www.semanticscholar.org/paper/VQA%3A-Visual-Question-Answering-Agrawal-Lu/97ad70a9fa3f99adf18030e5e38ebe3d90d... | allennlp-models-main | allennlp_models/vision/metrics/vqa.py |
import logging
from os import PathLike
from typing import (
Dict,
# List,
Union,
Optional,
Tuple,
Iterable,
)
import json
import torch
from torch import Tensor
from allennlp.common.lazy import Lazy
from allennlp.common.file_utils import cached_path
from allennlp.data.vocabulary import Vocabul... | allennlp-models-main | allennlp_models/vision/dataset_readers/vgqa.py |
from os import PathLike
from typing import (
Dict,
Union,
Optional,
Tuple,
Iterable,
)
import json
import os
import torch
from torch import Tensor
from allennlp.common.file_utils import cached_path
from allennlp.common.lazy import Lazy
from allennlp.data.vocabulary import Vocabulary
from allennlp... | allennlp-models-main | allennlp_models/vision/dataset_readers/gqa.py |
from os import PathLike
from pathlib import Path
import logging
from typing import (
Any,
Dict,
Iterable,
List,
MutableMapping,
Optional,
Tuple,
Union,
)
import os
import tqdm
import torch
from torch import Tensor
import transformers
from random import randint
from allennlp.common.fil... | allennlp-models-main | allennlp_models/vision/dataset_readers/flickr30k.py |
from allennlp_models.vision.dataset_readers.vision_reader import VisionReader
from allennlp_models.vision.dataset_readers.gqa import GQAReader
from allennlp_models.vision.dataset_readers.nlvr2 import Nlvr2Reader
from allennlp_models.vision.dataset_readers.vgqa import VGQAReader
from allennlp_models.vision.dataset_reade... | allennlp-models-main | allennlp_models/vision/dataset_readers/__init__.py |
import logging
from collections import Counter
from os import PathLike
from typing import (
Dict,
List,
Union,
Optional,
MutableMapping,
NamedTuple,
Tuple,
Iterable,
)
import json
import re
import torch
from torch import Tensor
from allennlp.common.lazy import Lazy
from allennlp.commo... | allennlp-models-main | allennlp_models/vision/dataset_readers/vqav2.py |
"""
Utilities for vision dataset readers.
"""
import logging
from functools import lru_cache
from typing import Tuple
import re
logger = logging.getLogger(__name__)
contractions = {
"aint": "ain't",
"arent": "aren't",
"cant": "can't",
"couldve": "could've",
"couldnt": "couldn't",
"couldn'tve"... | allennlp-models-main | allennlp_models/vision/dataset_readers/utils.py |
import logging
from os import PathLike
from typing import Any, Dict, Iterable, Tuple, Union, Optional
import torch
from torch import Tensor
from allennlp.common.file_utils import cached_path, json_lines_from_file
from allennlp.common.lazy import Lazy
from allennlp.data.dataset_readers.dataset_reader import DatasetRe... | allennlp-models-main | allennlp_models/vision/dataset_readers/nlvr2.py |
import logging
from typing import (
Dict,
List,
Union,
Optional,
Tuple,
)
import torch
from torch import Tensor
from allennlp.data.dataset_readers.dataset_reader import DatasetReader
from allennlp.data.fields import Field, ArrayField, LabelField, TextField
from allennlp.data.instance import Inst... | allennlp-models-main | allennlp_models/vision/dataset_readers/visual_entailment.py |
import glob
import logging
from os import PathLike
from typing import (
Dict,
List,
Union,
Optional,
MutableMapping,
Set,
Tuple,
Iterator,
Iterable,
)
import os
import torch
from torch import Tensor
from tqdm import tqdm
import torch.distributed as dist
from allennlp.common import ... | allennlp-models-main | allennlp_models/vision/dataset_readers/vision_reader.py |
from allennlp_models.vision.predictors.vilbert_vqa import VilbertVqaPredictor
from allennlp_models.vision.predictors.visual_entailment import VisualEntailmentPredictor
| allennlp-models-main | allennlp_models/vision/predictors/__init__.py |
from typing import List, Dict
import numpy
from allennlp.common.file_utils import cached_path
from allennlp.common.util import JsonDict
from allennlp.data import Instance
from allennlp.predictors.predictor import Predictor
@Predictor.register("vilbert_vqa")
class VilbertVqaPredictor(Predictor):
def predict(sel... | allennlp-models-main | allennlp_models/vision/predictors/vilbert_vqa.py |
from typing import List, Dict
import numpy
from allennlp.common.file_utils import cached_path
from allennlp.common.util import JsonDict
from allennlp.data import Instance
from allennlp.data.fields import LabelField
from allennlp.predictors.predictor import Predictor
@Predictor.register("nlvr2")
class Nlvr2Predicto... | allennlp-models-main | allennlp_models/vision/predictors/nlvr2.py |
from typing import List, Dict
import numpy
from allennlp.common.file_utils import cached_path
from allennlp.common.util import JsonDict
from allennlp.data import Instance
from allennlp.data.fields import LabelField
from allennlp.predictors.predictor import Predictor
@Predictor.register("vilbert_ve")
class VisualEn... | allennlp-models-main | allennlp_models/vision/predictors/visual_entailment.py |
import logging
from typing import Dict, Optional
import torch
from allennlp.data import TextFieldTensors, Vocabulary
from allennlp.models.model import Model
from allennlp.modules.transformer import (
TransformerEmbeddings,
ImageFeatureEmbeddings,
BiModalEncoder,
)
from allennlp.training.metrics import Cat... | allennlp-models-main | allennlp_models/vision/models/vilbert_image_retrieval.py |
from allennlp_models.vision.models.nlvr2 import Nlvr2Model
from allennlp_models.vision.models.vision_text_model import VisionTextModel
from allennlp_models.vision.models.visual_entailment import VisualEntailmentModel
from allennlp_models.vision.models.vilbert_image_retrieval import ImageRetrievalVilbert
from allennlp_m... | allennlp-models-main | allennlp_models/vision/models/__init__.py |
import logging
from typing import Dict, Optional
import torch
from allennlp.data import TextFieldTensors, Vocabulary
from allennlp.models.model import Model
from allennlp.modules.transformer import (
TransformerEmbeddings,
ImageFeatureEmbeddings,
BiModalEncoder,
)
from allennlp.nn import util
from allen... | allennlp-models-main | allennlp_models/vision/models/vilbert_vqa.py |
import logging
from typing import Dict, List, Optional
import numpy as np
import torch
from allennlp.data.fields.text_field import TextFieldTensors
from allennlp.data.vocabulary import Vocabulary
from allennlp.models.model import Model
from allennlp.modules.transformer import (
TransformerEmbeddings,
ImageFe... | allennlp-models-main | allennlp_models/vision/models/vision_text_model.py |
import logging
from typing import Dict, Optional, List, Any
import numpy as np
import torch
from allennlp.data import TextFieldTensors, Vocabulary
from allennlp.models.model import Model
from allennlp.modules.transformer import (
TransformerEmbeddings,
ImageFeatureEmbeddings,
BiModalEncoder,
)
from allen... | allennlp-models-main | allennlp_models/vision/models/nlvr2.py |
import logging
from typing import Dict, Optional
import numpy as np
import torch
from allennlp.data import TextFieldTensors, Vocabulary
from allennlp.models.model import Model
from allennlp.modules.transformer import (
TransformerEmbeddings,
ImageFeatureEmbeddings,
BiModalEncoder,
)
from allennlp.trainin... | allennlp-models-main | allennlp_models/vision/models/visual_entailment.py |
from typing import Dict, Optional
import torch
from allennlp.data.vocabulary import Vocabulary
from allennlp.models.heads.head import Head
@Head.register("nlvr2")
class Nlvr2Head(Head):
def __init__(self, vocab: Vocabulary, embedding_dim: int, label_namespace: str = "labels"):
super().__init__(vocab)
... | allennlp-models-main | allennlp_models/vision/models/heads/nlvr2_head.py |
from typing import Dict, Optional
import torch
from allennlp.data.vocabulary import Vocabulary
from allennlp.models.heads.head import Head
@Head.register("visual_entailment")
class VisualEntailmentHead(Head):
def __init__(self, vocab: Vocabulary, embedding_dim: int, label_namespace: str = "labels"):
su... | allennlp-models-main | allennlp_models/vision/models/heads/visual_entailment_head.py |
from allennlp_models.vision.models.heads.nlvr2_head import Nlvr2Head
from allennlp_models.vision.models.heads.vqa_head import VqaHead
from allennlp_models.vision.models.heads.visual_entailment_head import VisualEntailmentHead
| allennlp-models-main | allennlp_models/vision/models/heads/__init__.py |
from typing import Dict, Optional
import torch
from allennlp.data.vocabulary import Vocabulary
from allennlp.models.heads.head import Head
@Head.register("vqa")
class VqaHead(Head):
def __init__(self, vocab: Vocabulary, embedding_dim: int, label_namespace: str = "answers"):
from allennlp_models.vision.... | allennlp-models-main | allennlp_models/vision/models/heads/vqa_head.py |
# flake8: noqa: F403
from allennlp_models.pair_classification.dataset_readers import *
from allennlp_models.pair_classification.models import *
from allennlp_models.pair_classification.predictors import *
| allennlp-models-main | allennlp_models/pair_classification/__init__.py |
from allennlp_models.pair_classification.dataset_readers.quora_paraphrase import (
QuoraParaphraseDatasetReader,
)
from allennlp_models.pair_classification.dataset_readers.snli import SnliReader
from allennlp_models.pair_classification.dataset_readers.transformer_superglue_rte import (
TransformerSuperGlueRteRe... | allennlp-models-main | allennlp_models/pair_classification/dataset_readers/__init__.py |
from typing import Dict, Optional
import json
import logging
from allennlp.common.file_utils import cached_path
from allennlp.data.dataset_readers.dataset_reader import DatasetReader
from allennlp.data.fields import Field, TextField, LabelField, MetadataField
from allennlp.data.instance import Instance
from allennlp.... | allennlp-models-main | allennlp_models/pair_classification/dataset_readers/snli.py |
import logging
from typing import Any, Dict
from allennlp.data.fields import MetadataField, TextField, LabelField
from allennlp.common.file_utils import cached_path
from allennlp.data.dataset_readers.dataset_reader import DatasetReader
from allennlp.data.instance import Instance
from allennlp.data.token_indexers impo... | allennlp-models-main | allennlp_models/pair_classification/dataset_readers/transformer_superglue_rte.py |
from typing import Optional, Dict
import logging
import csv
from allennlp.common.file_utils import cached_path
from allennlp.data.dataset_readers.dataset_reader import DatasetReader
from allennlp.data.fields import LabelField, TextField, Field
from allennlp.data.instance import Instance
from allennlp.data.tokenizers ... | allennlp-models-main | allennlp_models/pair_classification/dataset_readers/quora_paraphrase.py |
from allennlp_models.pair_classification.predictors.textual_entailment import (
TextualEntailmentPredictor,
)
| allennlp-models-main | allennlp_models/pair_classification/predictors/__init__.py |
from typing import List, Dict
import numpy
from allennlp.common.util import JsonDict
from allennlp.data import Instance
from allennlp.predictors.predictor import Predictor
from allennlp.data.fields import LabelField
@Predictor.register("textual_entailment")
class TextualEntailmentPredictor(Predictor):
"""
... | allennlp-models-main | allennlp_models/pair_classification/predictors/textual_entailment.py |
from typing import Dict, Optional, List, Any
import torch
from allennlp.common.checks import check_dimensions_match
from allennlp.data import TextFieldTensors, Vocabulary
from allennlp.models.model import Model
from allennlp.modules import FeedForward
from allennlp.modules import Seq2SeqEncoder, TimeDistributed, Tex... | allennlp-models-main | allennlp_models/pair_classification/models/decomposable_attention.py |
from allennlp_models.pair_classification.models.bimpm import BiMpm
from allennlp_models.pair_classification.models.decomposable_attention import DecomposableAttention
from allennlp_models.pair_classification.models.esim import ESIM
| allennlp-models-main | allennlp_models/pair_classification/models/__init__.py |
"""
BiMPM (Bilateral Multi-Perspective Matching) model implementation.
"""
from typing import Dict, List, Any
import torch
from allennlp.common.checks import check_dimensions_match
from allennlp.data import TextFieldTensors, Vocabulary
from allennlp.modules import FeedForward, Seq2SeqEncoder, Seq2VecEncoder, TextFi... | allennlp-models-main | allennlp_models/pair_classification/models/bimpm.py |
from typing import Dict, List, Any
import torch
from allennlp.common.checks import check_dimensions_match
from allennlp.data import TextFieldTensors, Vocabulary
from allennlp.models.model import Model
from allennlp.modules import FeedForward, InputVariationalDropout
from allennlp.modules.matrix_attention.matrix_atte... | allennlp-models-main | allennlp_models/pair_classification/models/esim.py |
# flake8: noqa: F403
from allennlp_models.tagging.predictors import *
from allennlp_models.tagging.models import *
from allennlp_models.tagging.dataset_readers import *
| allennlp-models-main | allennlp_models/tagging/__init__.py |
from allennlp.data.dataset_readers.conll2003 import Conll2003DatasetReader # noqa: F401
# This component lives in the main repo because we need it there for tests.
| allennlp-models-main | allennlp_models/tagging/dataset_readers/conll2003.py |
from typing import Dict, List, Sequence
import logging
import re
from allennlp.common.checks import ConfigurationError
from allennlp.common.file_utils import cached_path
from allennlp.data.dataset_readers.dataset_reader import DatasetReader
from allennlp.data.fields import Field, TextField, SequenceLabelField
from al... | allennlp-models-main | allennlp_models/tagging/dataset_readers/ccgbank.py |
from allennlp_models.tagging.dataset_readers.ccgbank import CcgBankDatasetReader
from allennlp_models.tagging.dataset_readers.conll2000 import Conll2000DatasetReader
from allennlp_models.tagging.dataset_readers.conll2003 import Conll2003DatasetReader
from allennlp_models.tagging.dataset_readers.ontonotes_ner import Ont... | allennlp-models-main | allennlp_models/tagging/dataset_readers/__init__.py |
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