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Integration:  dvc git github
Emmanuel eeebf58f86
refactor: rewording some parts to try reducing the number of words to less than 1000 (from about 2000 to 1677)
1 year ago
86ac1a8459
refactor: add DVC repo in the DVC config file
1 year ago
5c92cfbdc6
experiment: 100K trainings | Transformers FT1
1 year ago
e83a419108
feature: add a Blog article to describe this projects and its outcomes
1 year ago
02935bd8aa
feature: save the weights of the best fine-tuned Transformer model up to date (with DVC)
1 year ago
9f1da1072c
feature: add Dockerfile & requirements_api.txt to prepare the Docker container needed for cloud deployement
1 year ago
492504b9ab
feature: re-computed the tokens (tokens_500000.bin), lemmas (data_lemmas_500000.csv) and pre-processing steps (data_nlp_500000.csv) files with 500000 samples
1 year ago
ee646afab8
refactor: hiding the data and models folders was a bad idea... because DVC can't work correctly
1 year ago
758edb727f
refactor: add some more comments about the average and total number of words per tweet (that explains padding_size and the type of model)
1 year ago
6c4ca17346
refactor: run the 02_Classification_classique notebook with the newly created dataset 'lemmas_not_filtered'
1 year ago
6f0158d4ad
refactor: rename notebooks in order to improve the readibility
1 year ago
6f0158d4ad
refactor: rename notebooks in order to improve the readibility
1 year ago
6f0158d4ad
refactor: rename notebooks in order to improve the readibility
1 year ago
6f0158d4ad
refactor: rename notebooks in order to improve the readibility
1 year ago
33566c81ee
refactor: display correct % for Negative predictions
1 year ago
eeebf58f86
refactor: rewording some parts to try reducing the number of words to less than 1000 (from about 2000 to 1677)
1 year ago
9f1da1072c
feature: add Dockerfile & requirements_api.txt to prepare the Docker container needed for cloud deployement
1 year ago
5fba23bb80
first commit
1 year ago
6f0158d4ad
refactor: rename notebooks in order to improve the readibility
1 year ago
46034a3271
refactor: fix a problem with PR AUC when there is only 1 positive value
1 year ago
5c92cfbdc6
experiment: 100K trainings | Transformers FT1
1 year ago
5c92cfbdc6
experiment: 100K trainings | Transformers FT1
1 year ago
f3567c3264
refactor: add Flask & gunicorn libs in order to run the Flask API server locally and in the Docker container
1 year ago
9f1da1072c
feature: add Dockerfile & requirements_api.txt to prepare the Docker container needed for cloud deployement
1 year ago
Storage Buckets
Data Pipeline
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DVC Managed File
Git Managed File
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Stage File
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README.md

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