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catalog.yml
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catalog.yml
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# Here you can define all your data sets by using simple YAML syntax.
#
# Documentation for this file format can be found in "The Data Catalog"
# Link: https://kedro.readthedocs.io/en/stable/data/data_catalog.html
text_data:
type: pandas.CSVDataSet
filepath: data/01_raw/test_report.csv
tabular_model_saved:
type: tensorflow.TensorFlowModelDataset
filepath: data/06_models/tabular_model
image_data:
type: PartitionedDataSet
dataset: {
"type": "kedro_tf_image.extras.datasets.tf_image_dataset.TfImageDataSet",
"imagedim": 224,
"preprocess_input": "tensorflow.keras.applications.resnet50.preprocess_input"
}
path: data/01_raw/imageset
filename_suffix: ".jpg"
chexnet_weights:
type: kedro_tf_image.extras.datasets.tf_model_weights.TfModelWeights
filepath: data/03_primary/brucechou1983_CheXNet_Keras_0.3.0_weights.h5
architecture: DenseNet121
load_args:
class_num: 14
tabular_data:
type: pandas.CSVDataSet
filepath: data/01_raw/test_dataset.csv
bert_model:
type: kedro_tf_text.extras.datasets.bert_model_download.BertModelDownload
preprocessor_url: "https://tfhub.dev/tensorflow/bert_en_uncased_preprocess/3"
encoder_url: "https://tfhub.dev/tensorflow/bert_en_uncased_L-12_H-768_A-12/4"
bert_model_saved:
type: tensorflow.TensorFlowModelDataset
filepath: data/06_models/bert-tf
fusion_model:
type: tensorflow.TensorFlowModelDataset
filepath: data/07_model_output/fusion
trained_model:
type: tensorflow.TensorFlowModelDataset
filepath: data/07_model_output/train
datasetinmemory:
type: MemoryDataSet
copy_mode: assign
processed_text:
type: pickle.PickleDataSet
filepath: data/03_primary/processed-text.pkl
glove_embedding:
type: pickle.PickleDataSet
filepath: data/06_models/glove-embedding.pkl
word2vec_embedding:
type: pickle.PickleDataSet
filepath: data/06_models/word2vec-embedding.pkl
cnn_text_model:
type: tensorflow.TensorFlowModelDataset
filepath: data/07_model_output/cnn_text_model