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arabic-dialect-classifier / src

Commit History

moving get_dataset_dict_object outside of preprocessor class into utils
00cdd45

zaidmehdi commited on

defining functions to train classification head
8580c38

zaidmehdi commited on

specify server andport
d93cfa5

zaidmehdi commited on

adding examples
47e7f1f

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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
125ea9c

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output predictions
64233e1

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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

zaidmehdi commited on

Fixed gitignore to ignore .ipynb files
1b150a5

zaidmehdi commited on

refactoring notebook code
3698678

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.utils import
45c84cc

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specify host and port
7039ced

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fix imports and models paths
ec4a7b0

zaidmehdi commited on

initialize modules
e9c4282

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

zaidmehdi commited on

returning numpy array of hidden state
f838a8b

zaidmehdi commited on

debug extract_hidden_state()
79dc319

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fix indentation
4b51583

zaidmehdi commited on

add function to extract hidden state
9a23b5c

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creating flask api
ab54966

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defining classify_arabic_dialect() function
99757c1

zaidmehdi commited on

loading model
1784a22

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initializing main
c1f16ee

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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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add fct to plot confusion matrix
2f5f23f

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calculating metrics
f8b3be6

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retraining models for evaluation
46afa74

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result of xgboost search
10f12ce

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changing torch device to cuda
40d1a73

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grid search for xgboost
cf5faeb

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training random forest
370a710

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trained logistic regression
ba240c4

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tokenizing data and extracting features from last hidden layer
76f50ce

zaidmehdi commited on

remove fct convert_df_to_datasetdict() from utils file
07f51a8

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remove print
07cffcd

zaidmehdi commited on

convert df to datasetdict
402d8e8

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exploring the data
4a4880c

zaidmehdi commited on

defining structure and reading data
6c50497

zaidmehdi commited on

initialize notebook
fe78e9e

zaidmehdi commited on