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arabic-dialect-classifier

Commit History

refactoring notebook code
3698678

zaidmehdi commited on

update docs
f9a4b3a

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ignore notebook
9d26e62

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update docs
e9cbbc1

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update readme
9c2badc

zaidmehdi commited on

initial commit
3e97f18

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Update readme
b230754

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Update readme
7584983

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Create tests.yml
61cdaa0
unverified

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.utils import
45c84cc

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replace requests with flask test_client()
37aa982

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fix src and models copy
ab7587a

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remove tests
a94ca7c

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initialize docker file
e081842

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specify host and port
7039ced

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test obvious dialects
1656836

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rename method test_output() to test_response()
9a3b7ae

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docstring
464be69

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setting up test class and writing firt test of model output
9480e34

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fix imports and models paths
ec4a7b0

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initialize modules
e9c4282

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initialize tests
f73728a

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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
99757c1

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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

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remove fct convert_df_to_datasetdict() from utils file
07f51a8

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remove print
07cffcd

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convert df to datasetdict
402d8e8

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ignore pycache
adeabee

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exploring the data
4a4880c

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defining structure and reading data
6c50497

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initialize notebook
fe78e9e

zaidmehdi commited on