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schema: '2.0'
stages:
measure-mind-val:
cmd: python -m poprox_recommender.evaluation.evaluate -M MINDlarge_dev
mind-val
deps:
- path: data/MINDlarge_dev.zip
hash: md5
md5: c93fa1728e3537649b441c78cce5e6f1
size: 103456245
- path: outputs/mind-val/recommendations
hash: md5
md5: 8c73192e46f2d5871ffd70fc61d39ab6.dir
size: 43055436
nfiles: 4
- path: src/poprox_recommender/evaluation/evaluate.py
hash: md5
md5: 30d7246cd4085dda9df81258f4256edf
size: 4959
outs:
- path: outputs/mind-val/metrics.csv
hash: md5
md5: 5556086ac286ac35178bcba1e5681581
size: 706
- path: outputs/mind-val/profile-metrics.csv.gz
hash: md5
md5: db28d1c70783822fa1d61447979b228d
size: 38010752
recommend-mind-val:
cmd: python -m poprox_recommender.evaluation.generate -M MINDlarge_dev -o
outputs/mind-val
deps:
- path: data/MINDlarge_dev.zip
hash: md5
md5: c93fa1728e3537649b441c78cce5e6f1
size: 103456245
- path: models/nrms-mind/
hash: md5
md5: e1b38b965f2bcb3f36edf5a99f37cad7.dir
size: 2224727458
nfiles: 33
- path: src/poprox_recommender/evaluation/generate/
hash: md5
md5: cd59e36393ea58cec30ea322abbd13ca.dir
size: 13622
nfiles: 4
outs:
- path: outputs/mind-val/embeddings.parquet
hash: md5
md5: 8e0ccaa5fd4d75e88bc9d3154aeab80c
size: 20711326
- path: outputs/mind-val/recommendations
hash: md5
md5: 8c73192e46f2d5871ffd70fc61d39ab6.dir
size: 43055436
nfiles: 4
recommend-mind-small:
cmd: python -m poprox_recommender.evaluation.generate -M MINDsmall_dev -o
outputs/mind-small
deps:
- path: data/MINDsmall_dev.zip
hash: md5
md5: e3bac5485be8fc7a9934e85e3b78615f
size: 30948560
- path: models/nrms-mind/
hash: md5
md5: e1b38b965f2bcb3f36edf5a99f37cad7.dir
size: 2224727458
nfiles: 33
- path: src/poprox_recommender/evaluation/generate/
hash: md5
md5: cd59e36393ea58cec30ea322abbd13ca.dir
size: 13622
nfiles: 4
outs:
- path: outputs/mind-small/embeddings.parquet
hash: md5
md5: a8cbad7ca5307e0b48d365eb2c75caee
size: 16040182
- path: outputs/mind-small/recommendations
hash: md5
md5: 4ebd3e5e48a5482e2e98cac5b0883315.dir
size: 8350118
nfiles: 4
measure-mind-small:
cmd: python -m poprox_recommender.evaluation.evaluate -M MINDsmall_dev
mind-small
deps:
- path: data/MINDlarge_dev.zip
hash: md5
md5: c93fa1728e3537649b441c78cce5e6f1
size: 103456245
- path: outputs/mind-small/recommendations
hash: md5
md5: 4ebd3e5e48a5482e2e98cac5b0883315.dir
size: 8350118
nfiles: 4
- path: src/poprox_recommender/evaluation/evaluate.py
hash: md5
md5: 30d7246cd4085dda9df81258f4256edf
size: 4959
outs:
- path: outputs/mind-small/metrics.csv
hash: md5
md5: d749c1b5da44cce0d39dbb50450b67ab
size: 699
- path: outputs/mind-small/profile-metrics.csv.gz
hash: md5
md5: 87be17f2335a167ffb9e56876a359221
size: 7385308
recommend-mind-subset:
cmd: python -m poprox_recommender.evaluation.generate -M MINDsmall_dev
--subset=1000 -o outputs/mind-subset
deps:
- path: data/MINDsmall_dev.zip
hash: md5
md5: e3bac5485be8fc7a9934e85e3b78615f
size: 30948560
- path: models/nrms-mind/
hash: md5
md5: e1b38b965f2bcb3f36edf5a99f37cad7.dir
size: 2224727458
nfiles: 33
- path: src/poprox_recommender/evaluation/generate/
hash: md5
md5: cd59e36393ea58cec30ea322abbd13ca.dir
size: 13622
nfiles: 4
outs:
- path: outputs/mind-subset/embeddings.parquet
hash: md5
md5: f9a9b4aefdd61674dfa677d1d2895f1c
size: 5150116
- path: outputs/mind-subset/recommendations
hash: md5
md5: f69e9b8373f50f4a36a88ae128b41236.dir
size: 197665
nfiles: 4
measure-mind-subset:
cmd: python -m poprox_recommender.evaluation.evaluate -M MINDsmall_dev
mind-subset
deps:
- path: data/MINDlarge_dev.zip
hash: md5
md5: c93fa1728e3537649b441c78cce5e6f1
size: 103456245
- path: outputs/mind-subset/recommendations
hash: md5
md5: f69e9b8373f50f4a36a88ae128b41236.dir
size: 197665
nfiles: 4
- path: src/poprox_recommender/evaluation/evaluate.py
hash: md5
md5: 30d7246cd4085dda9df81258f4256edf
size: 4959
outs:
- path: outputs/mind-subset/metrics.csv
hash: md5
md5: f3b7e7e990c56de6cf02cd83eb0dd040
size: 781
- path: outputs/mind-subset/profile-metrics.csv.gz
hash: md5
md5: 016719a6b8213f774ef9c4f3b71cc1ab
size: 101677
recommend-mind-subset@nrms_topics_static:
cmd: python -m poprox_recommender.evaluation.generate -M MINDsmall_dev
--subset=250 -o outputs/mind-subset/nrms_topics_static nrms_topics_static
deps:
- path: data/MINDsmall_dev.db
hash: md5
md5: d72b031b65edac58252c4a5a72ed70a9
size: 110899200
- path: models/nrms-mind/
hash: md5
md5: fc8cc08f0ef9d25f78d493aa278108a8.dir
size: 571192256
nfiles: 3
- path: src/poprox_recommender/evaluation/generate/
hash: md5
md5: 06e64c7a6ab4873d6bf7753488865768.dir
size: 26880
nfiles: 4
- path:
src/poprox_recommender/recommenders/configurations/nrms_topics_static.py
hash: md5
md5: 8ca4b9c9e60d555358cc03eb852dea1b
size: 2797
outs:
- path: outputs/mind-subset/nrms_topics_static/embeddings.parquet
hash: md5
md5: f3ea2f2d69dace267f8fb61e54400eec
size: 2932728
- path: outputs/mind-subset/nrms_topics_static/generate-task.json
hash: md5
md5: b9d8cb71bc4612822a1f76e900eb0fed
size: 7980
- path: outputs/mind-subset/nrms_topics_static/recommendations.ndjson.zst
hash: md5
md5: 35deb2e83cd46f7b3f01fdea544d431b
size: 615375
- path: outputs/mind-subset/nrms_topics_static/recommendations.parquet
hash: md5
md5: c7f426c29a93650a06114642b8a9d10d
size: 21948
recommend-mind-subset@nrms_images:
cmd: python -m poprox_recommender.evaluation.generate -M MINDsmall_dev
--subset=1000 -o outputs/mind-subset/nrms_images nrms_images
deps:
- path: data/MINDsmall_dev.zip
hash: md5
md5: e3bac5485be8fc7a9934e85e3b78615f
size: 30948560
- path: models/nrms-mind/
hash: md5
md5: fc8cc08f0ef9d25f78d493aa278108a8.dir
size: 571192256
nfiles: 3
- path: src/poprox_recommender/evaluation/generate/
hash: md5
md5: 596e466b8a4d6cec25afebb24ce3c9b5.dir
size: 19122
nfiles: 4
- path: src/poprox_recommender/recommenders/configurations/nrms_images.py
hash: md5
md5: 9c665a6c3dfeab72f979789cdc3060ff
size: 2949
outs:
- path: outputs/mind-subset/nrms_images/embeddings.parquet
hash: md5
md5: 8e7cd8881e9659f993ee406db34529fe
size: 5528933
- path: outputs/mind-subset/nrms_images/generate-task.json
hash: md5
md5: 1479cb25ae0b8995b3ea74c0009281e6
size: 15603
- path: outputs/mind-subset/nrms_images/recommendations.ndjson.zst
hash: md5
md5: f5d28e48e1fbe0fba180d14bc265dcb3
size: 4166564
- path: outputs/mind-subset/nrms_images/recommendations.parquet
hash: md5
md5: 3df602990a70df4c249f83e9b075cd7b
size: 95761
recommend-mind-subset@nrms_topic_scores:
cmd: python -m poprox_recommender.evaluation.generate -M MINDsmall_dev
--subset=250 -o outputs/mind-subset/nrms_topic_scores nrms_topic_scores
deps:
- path: data/MINDsmall_dev.db
hash: md5
md5: d72b031b65edac58252c4a5a72ed70a9
size: 110899200
- path: models/nrms-mind/
hash: md5
md5: fc8cc08f0ef9d25f78d493aa278108a8.dir
size: 571192256
nfiles: 3
- path: src/poprox_recommender/evaluation/generate/
hash: md5
md5: 06e64c7a6ab4873d6bf7753488865768.dir
size: 26880
nfiles: 4
- path:
src/poprox_recommender/recommenders/configurations/nrms_topic_scores.py
hash: md5
md5: b3d6de6c19f669bc42ec748fcfda9ade
size: 4172
outs:
- path: outputs/mind-subset/nrms_topic_scores/embeddings.parquet
hash: md5
md5: 1755243906858bb84ec394eae7380451
size: 2932002
- path: outputs/mind-subset/nrms_topic_scores/generate-task.json
hash: md5
md5: 448cc30821d3f45f8525f67891e2ae6c
size: 7947
- path: outputs/mind-subset/nrms_topic_scores/recommendations.ndjson.zst
hash: md5
md5: 8cb9a78d9a1226e2557cab7b254ac585
size: 576383
- path: outputs/mind-subset/nrms_topic_scores/recommendations.parquet
hash: md5
md5: 30879c5cd4ef62a8d99ac93f4f394ae8
size: 24433
recommend-mind-subset@softmax:
cmd: python -m poprox_recommender.evaluation.generate -M MINDsmall_dev
--subset=250 -o outputs/mind-subset/softmax softmax
deps:
- path: data/MINDsmall_dev.db
hash: md5
md5: d72b031b65edac58252c4a5a72ed70a9
size: 110899200
- path: models/nrms-mind/
hash: md5
md5: fc8cc08f0ef9d25f78d493aa278108a8.dir
size: 571192256
nfiles: 3
- path: src/poprox_recommender/evaluation/generate/
hash: md5
md5: 06e64c7a6ab4873d6bf7753488865768.dir
size: 26880
nfiles: 4
- path: src/poprox_recommender/recommenders/configurations/softmax.py
hash: md5
md5: 9ba5b94ba1188889db8299ff6dbcffc7
size: 2976
outs:
- path: outputs/mind-subset/softmax/embeddings.parquet
hash: md5
md5: 7ca19460fc2ac4efe3e081240ec2b7ac
size: 2932626
- path: outputs/mind-subset/softmax/generate-task.json
hash: md5
md5: 4464ee1c58f0a6c525add85a2404fb77
size: 7934
- path: outputs/mind-subset/softmax/recommendations.ndjson.zst
hash: md5
md5: f760c79eb88703600d211ce298d79419
size: 691875
- path: outputs/mind-subset/softmax/recommendations.parquet
hash: md5
md5: 0c8427ce8d706724defb399053c2c9ec
size: 30539
recommend-mind-subset@mmr:
cmd: python -m poprox_recommender.evaluation.generate -M MINDsmall_dev
--subset=1000 -o outputs/mind-subset/mmr mmr
deps:
- path: data/MINDsmall_dev.zip
hash: md5
md5: e3bac5485be8fc7a9934e85e3b78615f
size: 30948560
- path: models/nrms-mind/
hash: md5
md5: fc8cc08f0ef9d25f78d493aa278108a8.dir
size: 571192256
nfiles: 3
- path: src/poprox_recommender/evaluation/generate/
hash: md5
md5: 596e466b8a4d6cec25afebb24ce3c9b5.dir
size: 19122
nfiles: 4
- path: src/poprox_recommender/recommenders/configurations/mmr.py
hash: md5
md5: 5ca39ebab89983540a324480c1b6f252
size: 2914
outs:
- path: outputs/mind-subset/mmr/embeddings.parquet
hash: md5
md5: 4c44dde251a8e1a2cc84ad77fa47455e
size: 5528940
- path: outputs/mind-subset/mmr/generate-task.json
hash: md5
md5: c54e5ca110d25d0c9d5517109ca5e3b8
size: 15588
- path: outputs/mind-subset/mmr/recommendations.ndjson.zst
hash: md5
md5: 41866782a84cc350200c5256b0cdca1e
size: 4308243
- path: outputs/mind-subset/mmr/recommendations.parquet
hash: md5
md5: 8b915337da946668c7a98aa61a0d1067
size: 108512
recommend-mind-subset@topic_cali:
cmd: python -m poprox_recommender.evaluation.generate -M MINDsmall_dev
--subset=1000 -o outputs/mind-subset/topic_cali topic_cali
deps:
- path: data/MINDsmall_dev.zip
hash: md5
md5: e3bac5485be8fc7a9934e85e3b78615f
size: 30948560
- path: models/nrms-mind/
hash: md5
md5: fc8cc08f0ef9d25f78d493aa278108a8.dir
size: 571192256
nfiles: 3
- path: src/poprox_recommender/evaluation/generate/
hash: md5
md5: 596e466b8a4d6cec25afebb24ce3c9b5.dir
size: 19122
nfiles: 4
- path: src/poprox_recommender/recommenders/configurations/topic_cali.py
hash: md5
md5: 2c16beda366f0426839bfb7fd5a2d5d2
size: 2931
outs:
- path: outputs/mind-subset/topic_cali/embeddings.parquet
hash: md5
md5: 60db819d8d33384d5fd09000eefea11e
size: 5528829
- path: outputs/mind-subset/topic_cali/generate-task.json
hash: md5
md5: 2df6713863b63e03392084c44a409971
size: 15626
- path: outputs/mind-subset/topic_cali/recommendations.ndjson.zst
hash: md5
md5: db4f8315291792f92e3625002c05997b
size: 4245933
- path: outputs/mind-subset/topic_cali/recommendations.parquet
hash: md5
md5: e366155d49b7d2420a3a1008ce5dcf6c
size: 105684
recommend-mind-subset@pfar:
cmd: python -m poprox_recommender.evaluation.generate -M MINDsmall_dev
--subset=1000 -o outputs/mind-subset/pfar pfar
deps:
- path: data/MINDsmall_dev.zip
hash: md5
md5: e3bac5485be8fc7a9934e85e3b78615f
size: 30948560
- path: models/nrms-mind/
hash: md5
md5: fc8cc08f0ef9d25f78d493aa278108a8.dir
size: 571192256
nfiles: 3
- path: src/poprox_recommender/evaluation/generate/
hash: md5
md5: 596e466b8a4d6cec25afebb24ce3c9b5.dir
size: 19122
nfiles: 4
- path: src/poprox_recommender/recommenders/configurations/pfar.py
hash: md5
md5: 1a52de38fd7d235637b4ba84741c146c
size: 2947
outs:
- path: outputs/mind-subset/pfar/embeddings.parquet
hash: md5
md5: a7b23fc75041008fed590869bdfd8913
size: 5529031
- path: outputs/mind-subset/pfar/generate-task.json
hash: md5
md5: 63f0ad68c3d0173c9e54612c72c22fec
size: 15574
- path: outputs/mind-subset/pfar/recommendations.ndjson.zst
hash: md5
md5: 87977b3c3a0dce1cb18d3ad11e1b00e1
size: 4245930
- path: outputs/mind-subset/pfar/recommendations.parquet
hash: md5
md5: a0bdb340b81b18cd7d6767b55b2499b7
size: 103893
recommend-mind-subset@nrms:
cmd: python -m poprox_recommender.evaluation.generate -M MINDsmall_dev
--subset=250 -o outputs/mind-subset/nrms nrms
deps:
- path: data/MINDsmall_dev.db
hash: md5
md5: d72b031b65edac58252c4a5a72ed70a9
size: 110899200
- path: models/nrms-mind/
hash: md5
md5: fc8cc08f0ef9d25f78d493aa278108a8.dir
size: 571192256
nfiles: 3
- path: src/poprox_recommender/evaluation/generate/
hash: md5
md5: 06e64c7a6ab4873d6bf7753488865768.dir
size: 26880
nfiles: 4
- path: src/poprox_recommender/recommenders/configurations/nrms.py
hash: md5
md5: cd7a371ae9f2568d0bc95b930edf9c5f
size: 2585
outs:
- path: outputs/mind-subset/nrms/embeddings.parquet
hash: md5
md5: d7256ed795777384fc8d146ac5738d83
size: 2931896
- path: outputs/mind-subset/nrms/generate-task.json
hash: md5
md5: e234e0a0a0efeb7bec651d0de5b67ebc
size: 7960
- path: outputs/mind-subset/nrms/recommendations.ndjson.zst
hash: md5
md5: aa5a598aefb084b4205bc40b82f233d3
size: 610541
- path: outputs/mind-subset/nrms/recommendations.parquet
hash: md5
md5: d7f511633a2097ca70b063d72e4672fe
size: 27247
recommend-mind-subset@nrms_rrf_static_user:
cmd: python -m poprox_recommender.evaluation.generate -M MINDsmall_dev
--subset=250 -o outputs/mind-subset/nrms_rrf_static_user
nrms_rrf_static_user
deps:
- path: data/MINDsmall_dev.db
hash: md5
md5: d72b031b65edac58252c4a5a72ed70a9
size: 110899200
- path: models/nrms-mind/
hash: md5
md5: fc8cc08f0ef9d25f78d493aa278108a8.dir
size: 571192256
nfiles: 3
- path: src/poprox_recommender/evaluation/generate/
hash: md5
md5: 06e64c7a6ab4873d6bf7753488865768.dir
size: 26880
nfiles: 4
- path:
src/poprox_recommender/recommenders/configurations/nrms_rrf_static_user.py
hash: md5
md5: c1dd604f3c0902d3d1a3b3dd3c3b78b5
size: 3203
outs:
- path: outputs/mind-subset/nrms_rrf_static_user/embeddings.parquet
hash: md5
md5: 11fefe6f1a328d6f1feca7c8ab3343f1
size: 2931893
- path: outputs/mind-subset/nrms_rrf_static_user/generate-task.json
hash: md5
md5: c8a63ac5b5cdfb6f1efa0b7316fedce5
size: 7963
- path: outputs/mind-subset/nrms_rrf_static_user/recommendations.ndjson.zst
hash: md5
md5: 35ab8530bac271452635211bc068bb7a
size: 648113
- path: outputs/mind-subset/nrms_rrf_static_user/recommendations.parquet
hash: md5
md5: a73be43ee77160c0c0594af30075f7f8
size: 28247
measure-mind-subset@nrms_rrf_static_user:
cmd: python -m poprox_recommender.evaluation.measure -M MINDsmall_dev
mind-subset nrms_rrf_static_user
deps:
- path: data/MINDsmall_dev.db
hash: md5
md5: d72b031b65edac58252c4a5a72ed70a9
size: 110899200
- path: outputs/mind-subset/nrms_rrf_static_user/recommendations.parquet
hash: md5
md5: a73be43ee77160c0c0594af30075f7f8
size: 28247
- path: src/poprox_recommender/evaluation/measure/
hash: md5
md5: e3f7580ee480ff577c0c8fd44bcf346a.dir
size: 10136
nfiles: 4
- path: src/poprox_recommender/evaluation/metrics/
hash: md5
md5: 6e55ce26e404ae94b65deeb5ff0cdafd.dir
size: 7062
nfiles: 5
outs:
- path: outputs/mind-subset/nrms_rrf_static_user/metrics.json
hash: md5
md5: 0cbca7318db06d240f44fa4630529668
size: 236
- path:
outputs/mind-subset/nrms_rrf_static_user/recommendation-metrics.csv.gz
hash: md5
md5: f11711a718f82e8aceb81e5dbe01daf1
size: 6632
measure-mind-subset@nrms:
cmd: python -m poprox_recommender.evaluation.measure -M MINDsmall_dev
mind-subset nrms
deps:
- path: data/MINDsmall_dev.db
hash: md5
md5: d72b031b65edac58252c4a5a72ed70a9
size: 110899200
- path: outputs/mind-subset/nrms/recommendations.parquet
hash: md5
md5: d7f511633a2097ca70b063d72e4672fe
size: 27247
- path: src/poprox_recommender/evaluation/measure/
hash: md5
md5: e3f7580ee480ff577c0c8fd44bcf346a.dir
size: 10136
nfiles: 4
- path: src/poprox_recommender/evaluation/metrics/
hash: md5
md5: 6e55ce26e404ae94b65deeb5ff0cdafd.dir
size: 7062
nfiles: 5
outs:
- path: outputs/mind-subset/nrms/metrics.json
hash: md5
md5: 40f0fc8c9395f3ec1f0f1e6c38d6075f
size: 237
- path: outputs/mind-subset/nrms/recommendation-metrics.csv.gz
hash: md5
md5: 1e73917f368a7685e00f66e418f56f9a
size: 6719
measure-mind-subset@nrms_topic_scores:
cmd: python -m poprox_recommender.evaluation.measure -M MINDsmall_dev
mind-subset nrms_topic_scores
deps:
- path: data/MINDsmall_dev.db
hash: md5
md5: d72b031b65edac58252c4a5a72ed70a9
size: 110899200
- path: outputs/mind-subset/nrms_topic_scores/recommendations.parquet
hash: md5
md5: 30879c5cd4ef62a8d99ac93f4f394ae8
size: 24433
- path: src/poprox_recommender/evaluation/measure/
hash: md5
md5: e3f7580ee480ff577c0c8fd44bcf346a.dir
size: 10136
nfiles: 4
- path: src/poprox_recommender/evaluation/metrics/
hash: md5
md5: 6e55ce26e404ae94b65deeb5ff0cdafd.dir
size: 7062
nfiles: 5
outs:
- path: outputs/mind-subset/nrms_topic_scores/metrics.json
hash: md5
md5: c47b6a79fbb95e9a97e2bdcd084db75a
size: 239
- path: outputs/mind-subset/nrms_topic_scores/recommendation-metrics.csv.gz
hash: md5
md5: d5de18049c912950ce3b7561ce8a8b40
size: 6686
measure-mind-subset@mmr:
cmd: python -m poprox_recommender.evaluation.evaluate -M MINDsmall_dev
mind-subset mmr
deps:
- path: data/MINDlarge_dev.zip
hash: md5
md5: c93fa1728e3537649b441c78cce5e6f1
size: 103456245
- path: outputs/mind-subset/mmr/recommendations.parquet
hash: md5
md5: 8b915337da946668c7a98aa61a0d1067
size: 108512
- path: src/poprox_recommender/evaluation/evaluate.py
hash: md5
md5: 0bc8d2fdde01c3d798ed8aa98e4428ba
size: 5429
isexec: true
- path: src/poprox_recommender/evaluation/metrics/
hash: md5
md5: ae71cd0ef64a196513f2e424cee13790.dir
size: 3536
nfiles: 2
outs:
- path: outputs/mind-subset/mmr/metrics.json
hash: md5
md5: 6cd3795f3b7acf59fe995def973f54a9
size: 102
- path: outputs/mind-subset/mmr/profile-metrics.csv.gz
hash: md5
md5: e481ac720b7c435bb0d31db8dfda0b88
size: 36050
measure-mind-subset@nrms_images:
cmd: python -m poprox_recommender.evaluation.evaluate -M MINDsmall_dev
mind-subset nrms_images
deps:
- path: data/MINDlarge_dev.zip
hash: md5
md5: c93fa1728e3537649b441c78cce5e6f1
size: 103456245
- path: outputs/mind-subset/nrms_images/recommendations.parquet
hash: md5
md5: 3df602990a70df4c249f83e9b075cd7b
size: 95761
- path: src/poprox_recommender/evaluation/evaluate.py
hash: md5
md5: 0bc8d2fdde01c3d798ed8aa98e4428ba
size: 5429
isexec: true
- path: src/poprox_recommender/evaluation/metrics/
hash: md5
md5: ae71cd0ef64a196513f2e424cee13790.dir
size: 3536
nfiles: 2
outs:
- path: outputs/mind-subset/nrms_images/metrics.json
hash: md5
md5: 9d0977865f81a4d204793b7cc5c853a0
size: 91
- path: outputs/mind-subset/nrms_images/profile-metrics.csv.gz
hash: md5
md5: 8534103eba6f8064170e6ae49a319711
size: 27987
measure-mind-subset@topic_cali:
cmd: python -m poprox_recommender.evaluation.evaluate -M MINDsmall_dev
mind-subset topic_cali
deps:
- path: data/MINDlarge_dev.zip
hash: md5
md5: c93fa1728e3537649b441c78cce5e6f1
size: 103456245
- path: outputs/mind-subset/topic_cali/recommendations.parquet
hash: md5
md5: e366155d49b7d2420a3a1008ce5dcf6c
size: 105684
- path: src/poprox_recommender/evaluation/evaluate.py
hash: md5
md5: 0bc8d2fdde01c3d798ed8aa98e4428ba
size: 5429
isexec: true
- path: src/poprox_recommender/evaluation/metrics/
hash: md5
md5: ae71cd0ef64a196513f2e424cee13790.dir
size: 3536
nfiles: 2
outs:
- path: outputs/mind-subset/topic_cali/metrics.json
hash: md5
md5: c05e64a0d219a228e5095a7a11de06a0
size: 108
- path: outputs/mind-subset/topic_cali/profile-metrics.csv.gz
hash: md5
md5: cc2c2f0d730245bbbb41768fcc253823
size: 29003
measure-mind-subset@pfar:
cmd: python -m poprox_recommender.evaluation.evaluate -M MINDsmall_dev
mind-subset pfar
deps:
- path: data/MINDlarge_dev.zip
hash: md5
md5: c93fa1728e3537649b441c78cce5e6f1
size: 103456245
- path: outputs/mind-subset/pfar/recommendations.parquet
hash: md5
md5: a0bdb340b81b18cd7d6767b55b2499b7
size: 103893
- path: src/poprox_recommender/evaluation/evaluate.py
hash: md5
md5: 0bc8d2fdde01c3d798ed8aa98e4428ba
size: 5429
isexec: true
- path: src/poprox_recommender/evaluation/metrics/
hash: md5
md5: ae71cd0ef64a196513f2e424cee13790.dir
size: 3536
nfiles: 2
outs:
- path: outputs/mind-subset/pfar/metrics.json
hash: md5
md5: 810e4ef95c97c2e435f2373620f7b19b
size: 108
- path: outputs/mind-subset/pfar/profile-metrics.csv.gz
hash: md5
md5: 830fbeb1376b3e6fb22e4bb9c9ccaca7
size: 28880
measure-mind-subset@softmax:
cmd: python -m poprox_recommender.evaluation.measure -M MINDsmall_dev
mind-subset softmax
deps:
- path: data/MINDsmall_dev.db
hash: md5
md5: d72b031b65edac58252c4a5a72ed70a9
size: 110899200
- path: outputs/mind-subset/softmax/recommendations.parquet
hash: md5
md5: 0c8427ce8d706724defb399053c2c9ec
size: 30539
- path: src/poprox_recommender/evaluation/measure/
hash: md5
md5: e3f7580ee480ff577c0c8fd44bcf346a.dir
size: 10136
nfiles: 4
- path: src/poprox_recommender/evaluation/metrics/
hash: md5
md5: 6e55ce26e404ae94b65deeb5ff0cdafd.dir
size: 7062
nfiles: 5
outs:
- path: outputs/mind-subset/softmax/metrics.json
hash: md5
md5: da0a2019245b31550751df43dd377faa
size: 262
- path: outputs/mind-subset/softmax/recommendation-metrics.csv.gz
hash: md5
md5: afb31d2a833e523451cc80b9c72b3a09
size: 8145
measure-mind-subset@nrms_topics_static:
cmd: python -m poprox_recommender.evaluation.measure -M MINDsmall_dev
mind-subset nrms_topics_static
deps:
- path: data/MINDsmall_dev.db
hash: md5
md5: d72b031b65edac58252c4a5a72ed70a9
size: 110899200
- path: outputs/mind-subset/nrms_topics_static/recommendations.parquet
hash: md5
md5: c7f426c29a93650a06114642b8a9d10d
size: 21948
- path: src/poprox_recommender/evaluation/measure/
hash: md5
md5: e3f7580ee480ff577c0c8fd44bcf346a.dir
size: 10136
nfiles: 4
- path: src/poprox_recommender/evaluation/metrics/
hash: md5
md5: 6e55ce26e404ae94b65deeb5ff0cdafd.dir
size: 7062
nfiles: 5
outs:
- path: outputs/mind-subset/nrms_topics_static/metrics.json
hash: md5
md5: c7ac8e223ebd76ec289e7e4af3283d23
size: 238
- path: outputs/mind-subset/nrms_topics_static/recommendation-metrics.csv.gz
hash: md5
md5: 87904528b97da230814b358da03f1f61
size: 6332
collect-metrics@mind-subset:
cmd: python -m poprox_recommender.evaluation.collect mind-subset
deps:
- path: outputs/mind-subset/
hash: md5
md5: 0e26e61afef4f973600bf1a19a709c9c.dir
size: 18012037
nfiles: 36
- path: src/poprox_recommender/evaluation/collect.py
hash: md5
md5: 6b86f1aade3358788c185d5b58ccb00e
size: 3075
outs:
- path: outputs/mind-subset-metrics.csv
hash: md5
md5: 566f7cc68c2a9efec200c3f3a384a03d
size: 575
- path: outputs/mind-subset-slate-metrics.csv.gz
hash: md5
md5: 020bc0f5f05558b6684148d569be09af
size: 21609
- path: outputs/mind-subset-tasks.csv
hash: md5
md5: c5d25cd8ee316e53594c7ed0da7dd0c7
size: 566
recommend-mind-small@nrms:
cmd: python -m poprox_recommender.evaluation.generate -M MINDsmall_dev -o
outputs/mind-small/nrms nrms
deps:
- path: data/MINDsmall_dev.db
hash: md5
md5: d72b031b65edac58252c4a5a72ed70a9
size: 110899200
- path: models/nrms-mind/
hash: md5
md5: fc8cc08f0ef9d25f78d493aa278108a8.dir
size: 571192256
nfiles: 3
- path: src/poprox_recommender/evaluation/generate/
hash: md5
md5: 06e64c7a6ab4873d6bf7753488865768.dir
size: 26880
nfiles: 4
- path: src/poprox_recommender/recommenders/configurations/nrms.py
hash: md5
md5: cd7a371ae9f2568d0bc95b930edf9c5f
size: 2585
outs:
- path: outputs/mind-small/nrms/embeddings.parquet
hash: md5
md5: 61c8e08ef056d8979c0f457f91ec1cd5
size: 17321923
- path: outputs/mind-small/nrms/generate-task.json
hash: md5
md5: 765ac38e1e21742f2be8d919ec2127fc
size: 1297010
- path: outputs/mind-small/nrms/recommendations.ndjson.zst
hash: md5
md5: 3398411be63dfba5d7a3ebc5ecf071db
size: 167902564
- path: outputs/mind-small/nrms/recommendations.parquet
hash: md5
md5: 8b8481ef35f53b1573ee55a9e9ca71c1
size: 4876555
recommend-mind-small@mmr:
cmd: python -m poprox_recommender.evaluation.generate -M MINDsmall_dev -o
outputs/mind-small/mmr mmr
deps:
- path: data/MINDsmall_dev.zip
hash: md5
md5: e3bac5485be8fc7a9934e85e3b78615f
size: 30948560
- path: models/nrms-mind/
hash: md5
md5: fc8cc08f0ef9d25f78d493aa278108a8.dir
size: 571192256
nfiles: 3
- path: src/poprox_recommender/evaluation/generate/
hash: md5
md5: 596e466b8a4d6cec25afebb24ce3c9b5.dir
size: 19122
nfiles: 4
- path: src/poprox_recommender/recommenders/configurations/mmr.py
hash: md5
md5: 5ca39ebab89983540a324480c1b6f252
size: 2914
outs:
- path: outputs/mind-small/mmr/embeddings.parquet
hash: md5
md5: 03b12a4905ede322b6b6502dc4449cca
size: 17324222
- path: outputs/mind-small/mmr/generate-task.json
hash: md5
md5: 5735dcb531e15c6d0515ffde3eb262d7
size: 1033456
- path: outputs/mind-small/mmr/recommendations.ndjson.zst
hash: md5
md5: e5961e10035bf5949839d8c04cd047e7
size: 320751473
- path: outputs/mind-small/mmr/recommendations.parquet
hash: md5
md5: 821a261d000326fb2ca796c163452921
size: 6884578
recommend-mind-small@pfar:
cmd: python -m poprox_recommender.evaluation.generate -M MINDsmall_dev -o
outputs/mind-small/pfar pfar
deps:
- path: data/MINDsmall_dev.zip
hash: md5
md5: e3bac5485be8fc7a9934e85e3b78615f
size: 30948560
- path: models/nrms-mind/
hash: md5
md5: fc8cc08f0ef9d25f78d493aa278108a8.dir
size: 571192256
nfiles: 3
- path: src/poprox_recommender/evaluation/generate/
hash: md5
md5: 596e466b8a4d6cec25afebb24ce3c9b5.dir
size: 19122
nfiles: 4
- path: src/poprox_recommender/recommenders/configurations/pfar.py
hash: md5
md5: 1a52de38fd7d235637b4ba84741c146c
size: 2947
outs:
- path: outputs/mind-small/pfar/embeddings.parquet
hash: md5
md5: 8ea11928046f6778cfbf040eff5533bb
size: 17323940
- path: outputs/mind-small/pfar/generate-task.json
hash: md5
md5: cbecd7c74a8e9fa025b939a4923c08f6
size: 1035015
- path: outputs/mind-small/pfar/recommendations.ndjson.zst
hash: md5
md5: 998543a123119d44f156663efdc1a903
size: 316230750
- path: outputs/mind-small/pfar/recommendations.parquet
hash: md5
md5: 1cb2bdd2e253a8abace155d4de0368f3
size: 5963780
measure-mind-small@pfar:
cmd: python -m poprox_recommender.evaluation.evaluate -M MINDsmall_dev
mind-small pfar
deps:
- path: data/MINDlarge_dev.zip
hash: md5
md5: c93fa1728e3537649b441c78cce5e6f1
size: 103456245
- path: outputs/mind-small/pfar/recommendations.parquet
hash: md5
md5: 1cb2bdd2e253a8abace155d4de0368f3
size: 5963780
- path: src/poprox_recommender/evaluation/evaluate.py
hash: md5
md5: 0bc8d2fdde01c3d798ed8aa98e4428ba
size: 5429
isexec: true
- path: src/poprox_recommender/evaluation/metrics/
hash: md5
md5: ae71cd0ef64a196513f2e424cee13790.dir
size: 3536
nfiles: 2
outs:
- path: outputs/mind-small/pfar/metrics.json
hash: md5
md5: 86ddb1b4bd1bd00e2918541f1a50b196
size: 108
- path: outputs/mind-small/pfar/profile-metrics.csv.gz
hash: md5
md5: 89925a1046d10f98b81f0367aad64adb
size: 2032658
recommend-mind-small@nrms_topic_scores:
cmd: python -m poprox_recommender.evaluation.generate -M MINDsmall_dev -o
outputs/mind-small/nrms_topic_scores nrms_topic_scores
deps:
- path: data/MINDsmall_dev.db
hash: md5
md5: d72b031b65edac58252c4a5a72ed70a9
size: 110899200
- path: models/nrms-mind/
hash: md5
md5: fc8cc08f0ef9d25f78d493aa278108a8.dir
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