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arabic-dialect-classifier

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Update README.md
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Update README.md
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Create main.yml
62b9e9b
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removing unnecessary util functions
2cb1421

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Fixed gitignore to ignore .ipynb files
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refactoring notebook code
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update docs
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ignore notebook
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update docs
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update readme
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initial commit
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Update readme
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Update readme
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Create tests.yml
61cdaa0
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.utils import
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replace requests with flask test_client()
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fix src and models copy
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remove tests
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initialize docker file
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specify host and port
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test obvious dialects
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rename method test_output() to test_response()
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docstring
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setting up test class and writing firt test of model output
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fix imports and models paths
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initialize modules
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initialize tests
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taking value of predicted_class from list output of log reg prediction
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returning numpy array of hidden state
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debug extract_hidden_state()
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fix indentation
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add function to extract hidden state
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creating flask api
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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
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remove unused import
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keep logistic reg only, and plot confusion matrix
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add fct to plot confusion matrix
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calculating metrics
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retraining models for evaluation
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result of xgboost search
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changing torch device to cuda
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grid search for xgboost
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training random forest
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trained logistic regression
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tokenizing data and extracting features from last hidden layer
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remove fct convert_df_to_datasetdict() from utils file
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remove print
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