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add function to extract hidden state
9a23b5c
creating flask api
ab54966
defining classify_arabic_dialect() function
99757c1
loading model
1784a22
initializing main
c1f16ee
dump log reg model
0a29e50
remove unused import
0ab7a35
keep logistic reg only, and plot confusion matrix
db2edbc
add fct to plot confusion matrix
2f5f23f
calculating metrics
f8b3be6
retraining models for evaluation
46afa74
result of xgboost search
10f12ce
changing torch device to cuda
40d1a73
grid search for xgboost
cf5faeb
training random forest
370a710
trained logistic regression
ba240c4
tokenizing data and extracting features from last hidden layer
76f50ce
remove fct convert_df_to_datasetdict() from utils file
07f51a8
remove print
07cffcd
convert df to datasetdict
402d8e8
ignore pycache
adeabee
exploring the data
4a4880c
defining structure and reading data
6c50497
initialize notebook
fe78e9e
ignoring data folder
a869896
Initial commit
f7da5e8
unverified
zaidmehdi
commited on