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arabic-dialect-classifier / src

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change example
22914d3

zaidmehdi commited on

specify map_location
9d724cb

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integrating new finetuned model
a025587

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print test accuracu
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serializing label encoder
1c28db7

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plot training history
c112e25

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change optimizer
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defining traning loop
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return label encoder
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srcadd truncation to tokenizer
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add max length to padding and convert dataset to tensor
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setting padding to max length
9d3bdb3

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defining model with classification head
2d22962

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moving preprocessing functions to utils
6b5fdb9

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label encoding
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tokenizer
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get dataset
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include validations set in get_datasetdict_object
5099736

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fresh start
5b9ba89

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remove data from Model attributes
272c8c6

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moving get_dataset_dict_object outside of preprocessor class into utils
00cdd45

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defining functions to train classification head
8580c38

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specify server andport
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adding examples
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display classification labels
2d9e152

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add repo link
490e341

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center and increase html font size
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output predictions
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output 3 predictions and their probabilities
9365c1c

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customizing layout + adding html
747f8ea

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replace flask api with gradio app
7ecfa8c

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removing unnecessary util functions
2cb1421

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Fixed gitignore to ignore .ipynb files
1b150a5

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refactoring notebook code
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.utils import
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specify host and port
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fix imports and models paths
ec4a7b0

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initialize modules
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taking value of predicted_class from list output of log reg prediction
6893bb5

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returning numpy array of hidden state
f838a8b

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debug extract_hidden_state()
79dc319

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fix indentation
4b51583

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add function to extract hidden state
9a23b5c

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creating flask api
ab54966

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defining classify_arabic_dialect() function
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loading model
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initializing main
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dump log reg model
0a29e50

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remove unused import
0ab7a35

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keep logistic reg only, and plot confusion matrix
db2edbc

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