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schema: '2.0'
stages:
data_loading:
cmd: python anime_recommendation_app/data_loading.py
deps:
- path: anime_recommendation_app/data_loading.py
hash: md5
md5: 5472f38d4d1fb1484a905978023bf6a2
size: 1008
outs:
- path: data/raw
hash: md5
md5: 4ee7ea5b062578747b0e0498ce27e850.dir
size: 173801132
nfiles: 2
data_cleaning:
cmd: python anime_recommendation_app/data_cleaning.py
deps:
- path: anime_recommendation_app/data_cleaning.py
hash: md5
md5: a5ed479d5743293830d5c3007346723a
size: 2290
- path: data/raw
hash: md5
md5: 4ee7ea5b062578747b0e0498ce27e850.dir
size: 173801132
nfiles: 2
outs:
- path: data/interim/anime_preprocessed.csv
hash: md5
md5: e903377b955496603517ed7b94eeca11
size: 1151270
- path: data/interim/rating_cleaned.csv
hash: md5
md5: 58d216a53ed13a6c2a865e685cdcd105
size: 248353461
feature_engineering:
cmd: python anime_recommendation_app/feature_engineering.py
deps:
- path: anime_recommendation_app/feature_engineering.py
hash: md5
md5: fd8886b448cc48c2ec2aff9e865cb374
size: 6044
- path: data/interim/anime_preprocessed.csv
hash: md5
md5: e903377b955496603517ed7b94eeca11
size: 1151270
- path: data/interim/rating_cleaned.csv
hash: md5
md5: 58d216a53ed13a6c2a865e685cdcd105
size: 248353461
params:
params.yaml:
data.min_anime_ratings: 100
data.min_user_ratings: 100
outs:
- path: data/interim/merged_data.csv
hash: md5
md5: 26ce3fda262d67efa81e96d29486aa00
size: 210159716
- path: models/artifacts/anime_encoded_to_anime.json
hash: md5
md5: 55f34c47be24f17f1e502c43fe78f248
size: 31813
- path: models/artifacts/anime_to_anime_encoded.json
hash: md5
md5: 260bfd54ea328726248e1e7c02ae3add
size: 31813
- path: models/artifacts/genre_to_genre_encoded.json
hash: md5
md5: 3e235b5d0d23be1438c98a8e63d7bb13
size: 502
- path: models/artifacts/rating_scale.json
hash: md5
md5: 0be2e48e11b7ccef1c0e7ba9f656200e
size: 34
- path: models/artifacts/user_to_user_encoded.json
hash: md5
md5: 4a7562ce1bc42fff1edf72ca9cc482da
size: 314685
data_preprocessing:
cmd: python anime_recommendation_app/data_preprocessing.py
deps:
- path: anime_recommendation_app/data_preprocessing.py
hash: md5
md5: 6bc0bd0c36c0391c48d031d89fb6e753
size: 1209
- path: data/interim/merged_data.csv
hash: md5
md5: 26ce3fda262d67efa81e96d29486aa00
size: 210159716
params:
params.yaml:
data_preprocessing.valid_size: 0.8
outs:
- path: data/processed
hash: md5
md5: b90f0f1cf8f80ae95f9dbbfd703533e5.dir
size: 236533608
nfiles: 2
model_training:
cmd: python -m anime_recommendation_app.modeling.model_training
deps:
- path: anime_recommendation_app/modeling/model_training.py
hash: md5
md5: 62ac0dc317865897cf074ec0e29f247e
size: 3970
- path: data/processed
hash: md5
md5: b90f0f1cf8f80ae95f9dbbfd703533e5.dir
size: 236533608
nfiles: 2
params:
params.yaml:
model.batch_size: 2048
model.embedding_size: 50
model.epoch: 100
model.initializer: he_normal
model.learning_rate: 0.0001
model.optimizer: adam
model.regularization_strength: 1e-06
outs:
- path: models/model.keras
hash: md5
md5: 164be36376ddd20306da733b745c3caf
size: 12603794
model_evaluation:
cmd: python -m anime_recommendation_app.modeling.model_evaluation
deps:
- path: anime_recommendation_app/modeling/model_evaluation.py
hash: md5
md5: 49db9aa91f22b45738d547a436b414f6
size: 3483
- path: data/processed/test.csv
hash: md5
md5: 1b7c3ecd49e590afcf1cf23c5e99a13c
size: 47528128
- path: models/model.keras
hash: md5
md5: 164be36376ddd20306da733b745c3caf
size: 12603794
outs:
- path: reports/metrics.json
hash: md5
md5: 9177bd8468c7aab0dc7fa05920f3b2cc
size: 92