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schema: '2.0'
stages:
ingestion:
cmd: poetry run ingestion
outs:
- path: data/dev.parquet
md5: d15d7dbbe5072ea467824341149f6cf9
size: 343802
- path: data/test.parquet
md5: b2536690aedc26976976d44a64082858
size: 341195
- path: data/train.parquet
md5: eb035b9882d5621d030276e85bb07deb
size: 2701174
train:
cmd: poetry run train
deps:
- path: data/train.parquet
md5: eb035b9882d5621d030276e85bb07deb
size: 2701174
outs:
- path: emo_classifier/artifact/
md5: 8d7b5c34e67a9401c371af8e244669f1.dir
size: 278737
nfiles: 5
- path: emo_classifier/resources/TrainingMetrics.json
md5: 4da0723e0a69849765ce4fcf55d4a441
size: 251
evaluate:
cmd: poetry run jupyter nbconvert --to HTML --execute notebook/error_analysis.ipynb
deps:
- path: data/dev.parquet
md5: d15d7dbbe5072ea467824341149f6cf9
size: 343802
- path: data/test.parquet
md5: b2536690aedc26976976d44a64082858
size: 341195
- path: emo_classifier/artifact
md5: 8d7b5c34e67a9401c371af8e244669f1.dir
size: 278737
nfiles: 5
outs:
- path: emo_classifier/resources/DevMetrics.json
md5: 44ed792b1abc889f54c69d274e2ce39f
size: 464
- path: emo_classifier/resources/TestMetrics.json
md5: 2c6f42beb6f9df4543a3a6a4019af223
size: 382
- path: emo_classifier/resources/Thresholds.json
md5: 6dddc78211e2af24f0aec784d85ad709
size: 936
- path: emo_classifier/resources/dev_predictions.parquet
md5: 7272733091fff13dfea3b271d6c28456
size: 639762
- path: notebook/error_analysis.html
md5: ec8202bec64b863300aabf1610dee0cb
size: 5465288