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dvc.lock
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schema: '2.0'
stages:
download_comments@2021-04:
cmd: curl https://files.pushshift.io/reddit/comments/RC_2021-04.zst | unzstd
--long=31 | bzip2 > data/raw_data/comments/RC_2021-04.bz2
outs:
- path: data/raw_data/comments/RC_2021-04.bz2
md5: cb556dd19a80d28312b30e112098148b
size: 29620494972
prep_community2vec_data@2021-04:
cmd: mkdir -p data/community2vec/RC_2021-04 && python -m ihop.import_data --config
config.json c2v --top_n 10000 --exclude_top_user_perc 0.05 data/community2vec/RC_2021-04/subreddit_counts.csv
data/community2vec/RC_2021-04/user_contexts data/raw_data/comments/RC_2021-04.bz2
&& rm data/community2vec/RC_2021-04/user_contexts/.*.crc
deps:
- path: data/raw_data/comments/RC_2021-04.bz2
md5: cb556dd19a80d28312b30e112098148b
size: 29620494972
outs:
- path: data/community2vec/RC_2021-04/subreddit_counts.csv
md5: 881813271bcd6a5b6c5b00f82a423600
size: 171395
- path: data/community2vec/RC_2021-04/user_contexts
md5: dd38ff62d1d4f13a967d47d732906233.dir
size: 119874050
nfiles: 2
download_comments@2021-05:
cmd: curl https://files.pushshift.io/reddit/comments/RC_2021-05.zst | unzstd
--long=31 | bzip2 > data/raw_data/comments/RC_2021-05.bz2
outs:
- path: data/raw_data/comments/RC_2021-05.bz2
md5: 97c8b1bd3e13b747ef8d97bcbb934957
size: 30956683935
prep_community2vec_data@2021-05:
cmd: mkdir -p data/community2vec/RC_2021-05 && python -m ihop.import_data --config
config.json c2v --top_n 10000 --exclude_top_user_perc 0.05 data/community2vec/RC_2021-05/subreddit_counts.csv
data/community2vec/RC_2021-05/user_contexts data/raw_data/comments/RC_2021-05.bz2
&& rm data/community2vec/RC_2021-05/user_contexts/.*.crc
deps:
- path: data/raw_data/comments/RC_2021-05.bz2
md5: 97c8b1bd3e13b747ef8d97bcbb934957
size: 30956683935
outs:
- path: data/community2vec/RC_2021-05/subreddit_counts.csv
md5: d366e2a8b95ddb1530884a78349ce016
size: 171796
- path: data/community2vec/RC_2021-05/user_contexts
md5: 95be155cdbbef0f993d06ff030f5d52a.dir
size: 123624233
nfiles: 2
download_comments@2021-06:
cmd: curl https://files.pushshift.io/reddit/comments/RC_2021-06.zst | unzstd
--long=31 | bzip2 > data/raw_data/comments/RC_2021-06.bz2
outs:
- path: data/raw_data/comments/RC_2021-06.bz2
md5: d71768aef221928ab802c290cf010cc6
size: 29759838678
download_submissions@2021-06:
cmd: curl https://files.pushshift.io/reddit/submissions/RS_2021-06.zst | unzstd
--long=31 | bzip2 > data/raw_data/submissions/RS_2021-06.bz2
outs:
- path: data/raw_data/submissions/RS_2021-06.bz2
md5: 182ac21bc9dd472f9b6675c2e7737e4b
size: 6129995031
community2vec_models@2021-04:
cmd: "python -m ihop.community2vec --config config.json --contexts data/community2vec/RC_2021-04/user_contexts
--vocab_csv data/community2vec/RC_2021-04/subreddit_counts.csv --param_grid
'{\"alpha\": [0.08, 0.05], \"vector_size\":[100], \"sample\":[0, 0.001, 0.005],
\"negative\":[10,20]}' --epochs 5 --output_dir data/community2vec/RC_2021-04
--workers 12"
deps:
- path: data/community2vec/RC_2021-04/subreddit_counts.csv
md5: 881813271bcd6a5b6c5b00f82a423600
size: 171395
- path: data/community2vec/RC_2021-04/user_contexts
md5: dd38ff62d1d4f13a967d47d732906233.dir
size: 119874050
nfiles: 2
outs:
- path: data/community2vec/RC_2021-04/analogy_accuracy_results.csv
md5: 0169327163244d8abfd5f2407a927543
size: 4455
- path: data/community2vec/RC_2021-04/best_model/keyedVectors
md5: 2437517f963327f4118cc8916deb6a22
size: 4378125
- path: data/community2vec/RC_2021-04/best_model/metrics.json
md5: 699883bed4c1ced0bc3397f8c425d0da
size: 628
- path: data/community2vec/RC_2021-04/best_model/parameters.json
md5: 8e8382d4d66500f2a8eae6a74c9152a8
size: 305
- path: data/community2vec/RC_2021-04/best_model/word2vec.pickle
md5: a2ed6d65d9edabb04270519a338eb82d
size: 8382862
community2vec_models@2021-05:
cmd: "python -m ihop.community2vec --config config.json --contexts data/community2vec/RC_2021-05/user_contexts
--vocab_csv data/community2vec/RC_2021-05/subreddit_counts.csv --param_grid
'{\"alpha\": [0.08, 0.05], \"vector_size\":[100], \"sample\":[0, 0.001, 0.005],
\"negative\":[10,20]}' --epochs 5 --output_dir data/community2vec/RC_2021-05
--workers 12"
deps:
- path: data/community2vec/RC_2021-05/subreddit_counts.csv
md5: d366e2a8b95ddb1530884a78349ce016
size: 171796
- path: data/community2vec/RC_2021-05/user_contexts
md5: 95be155cdbbef0f993d06ff030f5d52a.dir
size: 123624233
nfiles: 2
outs:
- path: data/community2vec/RC_2021-05/analogy_accuracy_results.csv
md5: 050e7dc2562a3d086954a5506ec692ec
size: 4458
- path: data/community2vec/RC_2021-05/best_model/keyedVectors
md5: 97de61be6c9a590d9b7862a3fa1e5c21
size: 4378438
- path: data/community2vec/RC_2021-05/best_model/metrics.json
md5: 9fb0d96647e63776e932d937b9660c66
size: 620
- path: data/community2vec/RC_2021-05/best_model/parameters.json
md5: 98212e23b2f19d4db7a521b5d1b3819f
size: 301
- path: data/community2vec/RC_2021-05/best_model/word2vec.pickle
md5: 472476f21647d2a98ad28a35d2e58ec9
size: 8383156
prep_community2vec_data@2021-06:
cmd: mkdir -p data/community2vec/RC_2021-06 && python -m ihop.import_data --config
config.json c2v --top_n 10000 --exclude_top_user_perc 0.05 data/community2vec/RC_2021-06/subreddit_counts.csv
data/community2vec/RC_2021-06/user_contexts data/raw_data/comments/RC_2021-06.bz2
&& rm data/community2vec/RC_2021-06/user_contexts/.*.crc
deps:
- path: data/raw_data/comments/RC_2021-06.bz2
md5: d71768aef221928ab802c290cf010cc6
size: 29759838678
outs:
- path: data/community2vec/RC_2021-06/subreddit_counts.csv
md5: 03720916d8a23f5c1cc6e53bc1aed6b0
size: 172093
- path: data/community2vec/RC_2021-06/user_contexts
md5: 36082a5957db5c161df0da17306a9ce5.dir
size: 121029143
nfiles: 2
community2vec_models@2021-06:
cmd: "python -m ihop.community2vec --config config.json --contexts data/community2vec/RC_2021-06/user_contexts
--vocab_csv data/community2vec/RC_2021-06/subreddit_counts.csv --param_grid
'{\"alpha\": [0.08, 0.05], \"vector_size\":[100], \"sample\":[0, 0.001, 0.005],
\"negative\":[10,20]}' --epochs 5 --output_dir data/community2vec/RC_2021-06
--workers 12"
deps:
- path: data/community2vec/RC_2021-06/subreddit_counts.csv
md5: 03720916d8a23f5c1cc6e53bc1aed6b0
size: 172093
- path: data/community2vec/RC_2021-06/user_contexts
md5: 36082a5957db5c161df0da17306a9ce5.dir
size: 121029143
nfiles: 2
outs:
- path: data/community2vec/RC_2021-06/analogy_accuracy_results.csv
md5: a9c7270ff663246f411cf9f464afb674
size: 4447
- path: data/community2vec/RC_2021-06/best_model/keyedVectors
md5: 574577113291a1d823cf6bc3ae0813a1
size: 4378886
- path: data/community2vec/RC_2021-06/best_model/metrics.json
md5: 95fa42135964664ae2b72365ba7d2d71
size: 627
- path: data/community2vec/RC_2021-06/best_model/parameters.json
md5: 12cc9c9381adc4fb8809244d85f23289
size: 305
- path: data/community2vec/RC_2021-06/best_model/word2vec.pickle
md5: d05343a7769ffce6a6ff901e101e97c6
size: 8383624
download_submissions@2021-04:
cmd: curl https://files.pushshift.io/reddit/submissions/RS_2021-04.zst | unzstd
--long=31 | bzip2 > data/raw_data/submissions/RS_2021-04.bz2
outs:
- path: data/raw_data/submissions/RS_2021-04.bz2
md5: c1cca0b80dfff3bbe466bba082a77670
size: 7495667061
download_submissions@2021-05:
cmd: curl https://files.pushshift.io/reddit/submissions/RS_2021-05.zst | unzstd
--long=31 | bzip2 > data/raw_data/submissions/RS_2021-05.bz2
outs:
- path: data/raw_data/submissions/RS_2021-05.bz2
md5: 6c751e1488a16f7f0003b0fa342ad0eb
size: 4677172479
download_comments@2021-12:
cmd: curl https://files.pushshift.io/reddit/comments/RC_2021-12.zst | unzstd
--long=31 | bzip2 > data/raw_data/comments/RC_2021-12.bz2
outs:
- path: data/raw_data/comments/RC_2021-12.bz2
md5: dd1d4d216f5dd4e3c311ba2a0827c040
size: 34569221614
prep_community2vec_data@2021-12:
cmd: mkdir -p data/community2vec/RC_2021-12 && python -m ihop.import_data --config
config.json c2v --top_n 10000 --exclude_top_user_perc 0.05 data/community2vec/RC_2021-12/subreddit_counts.csv
data/community2vec/RC_2021-12/user_contexts data/raw_data/comments/RC_2021-12.bz2
&& rm data/community2vec/RC_2021-12/user_contexts/.*.crc
deps:
- path: data/raw_data/comments/RC_2021-12.bz2
md5: dd1d4d216f5dd4e3c311ba2a0827c040
size: 34569221614
outs:
- path: data/community2vec/RC_2021-12/subreddit_counts.csv
md5: 79d839e5967baa9a05fe469cf354af2d
size: 172200
- path: data/community2vec/RC_2021-12/user_contexts
md5: 59ec103e62a2b100f4b75829ebbef130.dir
size: 139899666
nfiles: 2
community2vec_models@2021-12:
cmd: "python -m ihop.community2vec --config config.json --contexts data/community2vec/RC_2021-12/user_contexts
--vocab_csv data/community2vec/RC_2021-12/subreddit_counts.csv --param_grid
'{\"alpha\": [0.08, 0.05], \"vector_size\":[100], \"sample\":[0, 0.001, 0.005],
\"negative\":[10,20]}' --epochs 5 --output_dir data/community2vec/RC_2021-12
--workers 12"
deps:
- path: data/community2vec/RC_2021-12/subreddit_counts.csv
md5: 79d839e5967baa9a05fe469cf354af2d
size: 172200
- path: data/community2vec/RC_2021-12/user_contexts
md5: 59ec103e62a2b100f4b75829ebbef130.dir
size: 139899666
nfiles: 2
outs:
- path: data/community2vec/RC_2021-12/analogy_accuracy_results.csv
md5: a9de33beb960061adcf6ffe962238c21
size: 4446
- path: data/community2vec/RC_2021-12/best_model/keyedVectors
md5: 2a79e6fdab92135423d892b3a9706da8
size: 4378516
- path: data/community2vec/RC_2021-12/best_model/metrics.json
md5: c5f8dc3652cc2d44d3a8941a84d14f63
size: 627
- path: data/community2vec/RC_2021-12/best_model/parameters.json
md5: e5d1ca3246da3d4c5b9ce2f0290345b2
size: 305
- path: data/community2vec/RC_2021-12/best_model/word2vec.pickle
md5: e8a5374b95c0dc18dab0aaa5942daf23
size: 8383253
download_comments@2021-10:
cmd: curl https://files.pushshift.io/reddit/comments/RC_2021-10.zst | unzstd
--long=31 | bzip2 > data/raw_data/comments/RC_2021-10.bz2
outs:
- path: data/raw_data/comments/RC_2021-10.bz2
md5: 63e4594147bbd8530f451138f51501f4
size: 32870949756
prep_community2vec_data@2021-10:
cmd: mkdir -p data/community2vec/RC_2021-10 && python -m ihop.import_data --config
config.json c2v --top_n 10000 --exclude_top_user_perc 0.05 data/community2vec/RC_2021-10/subreddit_counts.csv
data/community2vec/RC_2021-10/user_contexts data/raw_data/comments/RC_2021-10.bz2
&& rm data/community2vec/RC_2021-10/user_contexts/.*.crc
deps:
- path: data/raw_data/comments/RC_2021-10.bz2
md5: 63e4594147bbd8530f451138f51501f4
size: 32870949756
outs:
- path: data/community2vec/RC_2021-10/subreddit_counts.csv
md5: fdf986d7c61065120b61334d65bdbf33
size: 172049
- path: data/community2vec/RC_2021-10/user_contexts
md5: f8bac1751eb0915da69430555e168717.dir
size: 133928185
nfiles: 2
community2vec_models@2021-10:
cmd: "python -m ihop.community2vec --config config.json --contexts data/community2vec/RC_2021-10/user_contexts
--vocab_csv data/community2vec/RC_2021-10/subreddit_counts.csv --param_grid
'{\"alpha\": [0.08, 0.05], \"vector_size\":[100], \"sample\":[0, 0.001, 0.005],
\"negative\":[10,20]}' --epochs 5 --output_dir data/community2vec/RC_2021-10
--workers 12"
deps:
- path: data/community2vec/RC_2021-10/subreddit_counts.csv
md5: fdf986d7c61065120b61334d65bdbf33
size: 172049
- path: data/community2vec/RC_2021-10/user_contexts
md5: f8bac1751eb0915da69430555e168717.dir
size: 133928185
nfiles: 2
outs:
- path: data/community2vec/RC_2021-10/analogy_accuracy_results.csv
md5: 19b76c68dd12c01c687a1baf6b3faa2c
size: 4459
- path: data/community2vec/RC_2021-10/best_model/keyedVectors
md5: 87903464d51b2ff1827f9cd07f473e80
size: 4378504
- path: data/community2vec/RC_2021-10/best_model/metrics.json
md5: 082dcd5efadac4f5e7b084ef85014b37
size: 620
- path: data/community2vec/RC_2021-10/best_model/parameters.json
md5: 7f5812e17c364f8fae6391362573ffaf
size: 301
- path: data/community2vec/RC_2021-10/best_model/word2vec.pickle
md5: 54ce7541543089ba946c8110aa7376ed
size: 8383224
download_comments@2021-07:
cmd: curl https://files.pushshift.io/reddit/comments/RC_2021-07.zst | unzstd
--long=31 | bzip2 > data/raw_data/comments/RC_2021-07.bz2
outs:
- path: data/raw_data/comments/RC_2021-07.bz2
md5: 47cbcb5b1d435db3d166382b0eca09b7
size: 30911364258
prep_community2vec_data@2021-07:
cmd: mkdir -p data/community2vec/RC_2021-07 && python -m ihop.import_data --config
config.json c2v --top_n 10000 --exclude_top_user_perc 0.05 data/community2vec/RC_2021-07/subreddit_counts.csv
data/community2vec/RC_2021-07/user_contexts data/raw_data/comments/RC_2021-07.bz2
&& rm data/community2vec/RC_2021-07/user_contexts/.*.crc
deps:
- path: data/raw_data/comments/RC_2021-07.bz2
md5: 47cbcb5b1d435db3d166382b0eca09b7
size: 30911364258
outs:
- path: data/community2vec/RC_2021-07/subreddit_counts.csv
md5: 9703089de3cf78139889d04b554b2905
size: 171589
- path: data/community2vec/RC_2021-07/user_contexts
md5: 35d08167bb2a0e63a3feb91287efc7b2.dir
size: 120797885
nfiles: 2
download_comments@2021-11:
cmd: curl https://files.pushshift.io/reddit/comments/RC_2021-11.zst | unzstd
--long=31 | bzip2 > data/raw_data/comments/RC_2021-11.bz2
outs:
- path: data/raw_data/comments/RC_2021-11.bz2
md5: 0d4dd6fc206327e5d7984e7101cd6b1a
size: 33307050193
prep_community2vec_data@2021-11:
cmd: mkdir -p data/community2vec/RC_2021-11 && python -m ihop.import_data --config
config.json c2v --top_n 10000 --exclude_top_user_perc 0.05 data/community2vec/RC_2021-11/subreddit_counts.csv
data/community2vec/RC_2021-11/user_contexts data/raw_data/comments/RC_2021-11.bz2
&& rm data/community2vec/RC_2021-11/user_contexts/.*.crc
deps:
- path: data/raw_data/comments/RC_2021-11.bz2
md5: 0d4dd6fc206327e5d7984e7101cd6b1a
size: 33307050193
outs:
- path: data/community2vec/RC_2021-11/subreddit_counts.csv
md5: e2824367f028a76c39afe8148b4c538d
size: 171974
- path: data/community2vec/RC_2021-11/user_contexts
md5: 07ea707d535352f1cc988dc30eba2530.dir
size: 134622094
nfiles: 2
community2vec_models@2021-11:
cmd: "python -m ihop.community2vec --config config.json --contexts data/community2vec/RC_2021-11/user_contexts
--vocab_csv data/community2vec/RC_2021-11/subreddit_counts.csv --param_grid
'{\"alpha\": [0.08, 0.05], \"vector_size\":[100], \"sample\":[0, 0.001, 0.005],
\"negative\":[10,20]}' --epochs 5 --output_dir data/community2vec/RC_2021-11
--workers 12"
deps:
- path: data/community2vec/RC_2021-11/subreddit_counts.csv
md5: e2824367f028a76c39afe8148b4c538d
size: 171974
- path: data/community2vec/RC_2021-11/user_contexts
md5: 07ea707d535352f1cc988dc30eba2530.dir
size: 134622094
nfiles: 2
outs:
- path: data/community2vec/RC_2021-11/analogy_accuracy_results.csv
md5: 396e09ecfb8b87396168beaff6eed5a4
size: 4459
- path: data/community2vec/RC_2021-11/best_model/keyedVectors
md5: 597f36adbf0a42f06571de35a052c5c2
size: 4378410
- path: data/community2vec/RC_2021-11/best_model/metrics.json
md5: beafd1c43b85d52f831f8e956f432373
size: 628
- path: data/community2vec/RC_2021-11/best_model/parameters.json
md5: 40ef4919f8dfcf946f35bf760197b050
size: 305
- path: data/community2vec/RC_2021-11/best_model/word2vec.pickle
md5: ada2a7653e8711d5d9db0b977655cdc1
size: 8383147
download_comments@2021-09:
cmd: curl https://files.pushshift.io/reddit/comments/RC_2021-09.zst | unzstd
--long=31 | bzip2 > data/raw_data/comments/RC_2021-09.bz2
outs:
- path: data/raw_data/comments/RC_2021-09.bz2
md5: 9b3665fc25907ecbdc7808ae4043b6bd
size: 31996196383
download_comments@2022-01:
cmd: curl https://files.pushshift.io/reddit/comments/RC_2022-01.zst | unzstd
--long=31 | bzip2 > data/raw_data/comments/RC_2022-01.bz2
outs:
- path: data/raw_data/comments/RC_2022-01.bz2
md5: fd25ba68de752140547aa2a0c2080320
size: 37953945294
download_comments@2022-03:
cmd: curl https://files.pushshift.io/reddit/comments/RC_2022-03.zst | unzstd
--long=31 | bzip2 > data/raw_data/comments/RC_2022-03.bz2
outs:
- path: data/raw_data/comments/RC_2022-03.bz2
md5: 4daa2988038a4168cc70e21b7cea96ea
size: 35139378132
download_comments@2021-08:
cmd: curl https://files.pushshift.io/reddit/comments/RC_2021-08.zst | unzstd
--long=31 | bzip2 > data/raw_data/comments/RC_2021-08.bz2
outs:
- path: data/raw_data/comments/RC_2021-08.bz2
md5: 2495184724809cbf0838592eac5c1459
size: 33087814591
download_comments@2022-02:
cmd: curl https://files.pushshift.io/reddit/comments/RC_2022-02.zst | unzstd
--long=31 | bzip2 > data/raw_data/comments/RC_2022-02.bz2
outs:
- path: data/raw_data/comments/RC_2022-02.bz2
md5: 693b93d28cfeaa2fd54986c785072a0d
size: 32237946461
prep_community2vec_data@2022-02:
cmd: mkdir -p data/community2vec/RC_2022-02 && python -m ihop.import_data --config
config.json c2v --top_n 10000 --exclude_top_user_perc 0.05 data/community2vec/RC_2022-02/subreddit_counts.csv
data/community2vec/RC_2022-02/user_contexts data/raw_data/comments/RC_2022-02.bz2
&& rm data/community2vec/RC_2022-02/user_contexts/.*.crc
deps:
- path: data/raw_data/comments/RC_2022-02.bz2
md5: 693b93d28cfeaa2fd54986c785072a0d
size: 32237946461
outs:
- path: data/community2vec/RC_2022-02/subreddit_counts.csv
md5: 17d619a1d41b0c935773b6649c0f23d8
size: 172065
- path: data/community2vec/RC_2022-02/user_contexts
md5: 384b7ca2d09127824921ba9eb1fb589d.dir
size: 129614420
nfiles: 2
community2vec_models@2022-02:
cmd: "python -m ihop.community2vec --config config.json --contexts data/community2vec/RC_2022-02/user_contexts
--vocab_csv data/community2vec/RC_2022-02/subreddit_counts.csv --param_grid
'{\"alpha\": [0.08, 0.05], \"vector_size\":[100], \"sample\":[0, 0.001, 0.005],
\"negative\":[10,20]}' --epochs 5 --output_dir data/community2vec/RC_2022-02
--workers 12"
deps:
- path: data/community2vec/RC_2022-02/subreddit_counts.csv
md5: 17d619a1d41b0c935773b6649c0f23d8
size: 172065
- path: data/community2vec/RC_2022-02/user_contexts
md5: 384b7ca2d09127824921ba9eb1fb589d.dir
size: 129614420
nfiles: 2
outs:
- path: data/community2vec/RC_2022-02/analogy_accuracy_results.csv
md5: c9519ff751f32021d8f1389db914c071
size: 4432
- path: data/community2vec/RC_2022-02/best_model/keyedVectors
md5: 35b97ad3b82fcbb246da53ae73865651
size: 4378579
- path: data/community2vec/RC_2022-02/best_model/metrics.json
md5: f34ee1906facf3a1dd007504e729948e
size: 618
- path: data/community2vec/RC_2022-02/best_model/parameters.json
md5: ddef902cf9a76f41c92b32582965ed1c
size: 301
- path: data/community2vec/RC_2022-02/best_model/word2vec.pickle
md5: 18708dbc87680b5791709de034f581a4
size: 8383299
tsne_visualizations@2022-02:
cmd: python -m ihop.visualizations --config config.json data/community2vec/RC_2022-02/best_model
data/community2vec/RC_2022-02/best_model/tsne.csv
deps:
- path: data/community2vec/RC_2022-02/best_model/keyedVectors
md5: 35b97ad3b82fcbb246da53ae73865651
size: 4378579
- path: data/community2vec/RC_2022-02/best_model/parameters.json
md5: ddef902cf9a76f41c92b32582965ed1c
size: 301
- path: data/community2vec/RC_2022-02/best_model/word2vec.pickle
md5: 18708dbc87680b5791709de034f581a4
size: 8383299
outs:
- path: data/community2vec/RC_2022-02/best_model/tsne.csv
hash: md5
md5: bf0991c993f23aff399db3fe484b8ff3
size: 320605
tsne_visualizations@2021-10:
cmd: python -m ihop.visualizations --config config.json data/community2vec/RC_2021-10/best_model
data/community2vec/RC_2021-10/best_model/tsne.csv
deps:
- path: data/community2vec/RC_2021-10/best_model/keyedVectors
md5: 87903464d51b2ff1827f9cd07f473e80
size: 4378504
- path: data/community2vec/RC_2021-10/best_model/parameters.json
md5: 7f5812e17c364f8fae6391362573ffaf
size: 301
- path: data/community2vec/RC_2021-10/best_model/word2vec.pickle
md5: 54ce7541543089ba946c8110aa7376ed
size: 8383224
outs:
- path: data/community2vec/RC_2021-10/best_model/tsne.csv
hash: md5
md5: 795586bc7f1fa4a53d60e0746208b3f2
size: 320622
tsne_visualizations@2021-06:
cmd: python -m ihop.visualizations --config config.json data/community2vec/RC_2021-06/best_model
data/community2vec/RC_2021-06/best_model/tsne.csv
deps:
- path: data/community2vec/RC_2021-06/best_model/keyedVectors
md5: 574577113291a1d823cf6bc3ae0813a1
size: 4378886
- path: data/community2vec/RC_2021-06/best_model/parameters.json
md5: 12cc9c9381adc4fb8809244d85f23289
size: 305
- path: data/community2vec/RC_2021-06/best_model/word2vec.pickle
md5: d05343a7769ffce6a6ff901e101e97c6
size: 8383624
outs:
- path: data/community2vec/RC_2021-06/best_model/tsne.csv
hash: md5
md5: ff6b0c49485806425f187ed2465ac717
size: 320922
prep_community2vec_data@2021-09:
cmd: mkdir -p data/community2vec/RC_2021-09 && python -m ihop.import_data --config
config.json c2v --top_n 10000 --exclude_top_user_perc 0.05 data/community2vec/RC_2021-09/subreddit_counts.csv
data/community2vec/RC_2021-09/user_contexts data/raw_data/comments/RC_2021-09.bz2
&& rm data/community2vec/RC_2021-09/user_contexts/.*.crc
deps:
- path: data/raw_data/comments/RC_2021-09.bz2
md5: 9b3665fc25907ecbdc7808ae4043b6bd
size: 31996196383
outs:
- path: data/community2vec/RC_2021-09/subreddit_counts.csv
md5: 2c480c1f245d786128c9ca6e867e6246
size: 171481
- path: data/community2vec/RC_2021-09/user_contexts
md5: cfac4ea396e0349066c368b5e6c6a942.dir
size: 129329242
nfiles: 2
community2vec_models@2021-09:
cmd: "python -m ihop.community2vec --config config.json --contexts data/community2vec/RC_2021-09/user_contexts
--vocab_csv data/community2vec/RC_2021-09/subreddit_counts.csv --param_grid
'{\"alpha\": [0.08, 0.05], \"vector_size\":[100], \"sample\":[0, 0.001, 0.005],
\"negative\":[10,20]}' --epochs 5 --output_dir data/community2vec/RC_2021-09
--workers 12"
deps:
- path: data/community2vec/RC_2021-09/subreddit_counts.csv
md5: 2c480c1f245d786128c9ca6e867e6246
size: 171481
- path: data/community2vec/RC_2021-09/user_contexts
md5: cfac4ea396e0349066c368b5e6c6a942.dir
size: 129329242
nfiles: 2
outs:
- path: data/community2vec/RC_2021-09/analogy_accuracy_results.csv
md5: 37b3b2317d096fcaaa68ab87e619e8fc
size: 4458
- path: data/community2vec/RC_2021-09/best_model/keyedVectors
md5: a63ae0d4b17e9acf197ba08d8f34c964
size: 4378025
- path: data/community2vec/RC_2021-09/best_model/metrics.json
md5: 6eaa96e3a1fc6ae79c07127e72c466a0
size: 620
- path: data/community2vec/RC_2021-09/best_model/parameters.json
md5: ea81712048924d2eda5bae2678a2c448
size: 301
- path: data/community2vec/RC_2021-09/best_model/word2vec.pickle
md5: 1f0d2124a8f354949313849cb067d497
size: 8382745
tsne_visualizations@2021-09:
cmd: python -m ihop.visualizations --config config.json data/community2vec/RC_2021-09/best_model
data/community2vec/RC_2021-09/best_model/tsne.csv
deps:
- path: data/community2vec/RC_2021-09/best_model/keyedVectors
md5: a63ae0d4b17e9acf197ba08d8f34c964
size: 4378025
- path: data/community2vec/RC_2021-09/best_model/parameters.json
md5: ea81712048924d2eda5bae2678a2c448
size: 301
- path: data/community2vec/RC_2021-09/best_model/word2vec.pickle
md5: 1f0d2124a8f354949313849cb067d497
size: 8382745
outs:
- path: data/community2vec/RC_2021-09/best_model/tsne.csv
hash: md5
md5: df7353d46f9d9078f5277ae7ed11a7e3
size: 320318
prep_community2vec_data@2022-03:
cmd: mkdir -p data/community2vec/RC_2022-03 && python -m ihop.import_data --config
config.json c2v --top_n 10000 --exclude_top_user_perc 0.05 data/community2vec/RC_2022-03/subreddit_counts.csv
data/community2vec/RC_2022-03/user_contexts data/raw_data/comments/RC_2022-03.bz2
&& rm data/community2vec/RC_2022-03/user_contexts/.*.crc
deps:
- path: data/raw_data/comments/RC_2022-03.bz2
md5: 4daa2988038a4168cc70e21b7cea96ea
size: 35139378132
outs:
- path: data/community2vec/RC_2022-03/subreddit_counts.csv
md5: 1a16c234b3b7c8c18198ba8643549cc2
size: 172252
- path: data/community2vec/RC_2022-03/user_contexts
md5: 8943a261905e40c174ca2072f707c826.dir
size: 139952576
nfiles: 2
community2vec_models@2022-03:
cmd: "python -m ihop.community2vec --config config.json --contexts data/community2vec/RC_2022-03/user_contexts
--vocab_csv data/community2vec/RC_2022-03/subreddit_counts.csv --param_grid
'{\"alpha\": [0.08, 0.05], \"vector_size\":[100], \"sample\":[0, 0.001, 0.005],
\"negative\":[10,20]}' --epochs 5 --output_dir data/community2vec/RC_2022-03
--workers 12"
deps:
- path: data/community2vec/RC_2022-03/subreddit_counts.csv
md5: 1a16c234b3b7c8c18198ba8643549cc2
size: 172252
- path: data/community2vec/RC_2022-03/user_contexts
md5: 8943a261905e40c174ca2072f707c826.dir
size: 139952576
nfiles: 2
outs:
- path: data/community2vec/RC_2022-03/analogy_accuracy_results.csv
md5: 1aee27120afec057cb9878b3c70fddcd
size: 4458
- path: data/community2vec/RC_2022-03/best_model/keyedVectors
md5: a2c307ee24ad6f775733d378346f4b45
size: 4378530
- path: data/community2vec/RC_2022-03/best_model/metrics.json
md5: 4cab5f5ca0ee8a6046bff4a569bf92bd
size: 628
- path: data/community2vec/RC_2022-03/best_model/parameters.json
md5: 3e983e5a9cf9766f8125d0698013d94f
size: 305
- path: data/community2vec/RC_2022-03/best_model/word2vec.pickle
md5: 73339c9fe05bc164ef502612f55c6ca8
size: 8383268
tsne_visualizations@2022-03:
cmd: python -m ihop.visualizations --config config.json data/community2vec/RC_2022-03/best_model
data/community2vec/RC_2022-03/best_model/tsne.csv
deps:
- path: data/community2vec/RC_2022-03/best_model/keyedVectors
md5: a2c307ee24ad6f775733d378346f4b45
size: 4378530
- path: data/community2vec/RC_2022-03/best_model/parameters.json
md5: 3e983e5a9cf9766f8125d0698013d94f
size: 305
- path: data/community2vec/RC_2022-03/best_model/word2vec.pickle
md5: 73339c9fe05bc164ef502612f55c6ca8
size: 8383268
outs:
- path: data/community2vec/RC_2022-03/best_model/tsne.csv
hash: md5
md5: 95f7a6af6a9788e39ad93be726d381a6
size: 320842
tsne_visualizations@2021-05:
cmd: python -m ihop.visualizations --config config.json data/community2vec/RC_2021-05/best_model
data/community2vec/RC_2021-05/best_model/tsne.csv
deps:
- path: data/community2vec/RC_2021-05/best_model/keyedVectors
md5: 97de61be6c9a590d9b7862a3fa1e5c21
size: 4378438
- path: data/community2vec/RC_2021-05/best_model/parameters.json
md5: 98212e23b2f19d4db7a521b5d1b3819f
size: 301
- path: data/community2vec/RC_2021-05/best_model/word2vec.pickle
md5: 472476f21647d2a98ad28a35d2e58ec9
size: 8383156
outs:
- path: data/community2vec/RC_2021-05/best_model/tsne.csv
md5: c0edc557bc430b437bab584fd64b5708
size: 320599
tsne_visualizations@2021-04:
cmd: python -m ihop.visualizations --config config.json data/community2vec/RC_2021-04/best_model
data/community2vec/RC_2021-04/best_model/tsne.csv
deps:
- path: data/community2vec/RC_2021-04/best_model/keyedVectors
md5: 2437517f963327f4118cc8916deb6a22
size: 4378125
- path: data/community2vec/RC_2021-04/best_model/parameters.json
md5: 8e8382d4d66500f2a8eae6a74c9152a8
size: 305
- path: data/community2vec/RC_2021-04/best_model/word2vec.pickle
md5: a2ed6d65d9edabb04270519a338eb82d
size: 8382862
outs:
- path: data/community2vec/RC_2021-04/best_model/tsne.csv
md5: 614b937ba3dbe28a153868135c81e556
size: 320453
community2vec_models@2021-07:
cmd: "python -m ihop.community2vec --config config.json --contexts data/community2vec/RC_2021-07/user_contexts
--vocab_csv data/community2vec/RC_2021-07/subreddit_counts.csv --param_grid
'{\"alpha\": [0.08, 0.05], \"vector_size\":[100], \"sample\":[0, 0.001, 0.005],
\"negative\":[10,20]}' --epochs 5 --output_dir data/community2vec/RC_2021-07
--workers 12"
deps:
- path: data/community2vec/RC_2021-07/subreddit_counts.csv
md5: 9703089de3cf78139889d04b554b2905
size: 171589
- path: data/community2vec/RC_2021-07/user_contexts
md5: 35d08167bb2a0e63a3feb91287efc7b2.dir
size: 120797885
nfiles: 2
outs:
- path: data/community2vec/RC_2021-07/analogy_accuracy_results.csv
md5: bd465300dfe6e0b3ae4c7118eed3ff31
size: 4456
- path: data/community2vec/RC_2021-07/best_model/keyedVectors
md5: 07cf3c3233c2edd09ca04905b3d7ea87
size: 4378249
- path: data/community2vec/RC_2021-07/best_model/metrics.json
md5: 050742d2799e0865e53e076b18d18da7
size: 627
- path: data/community2vec/RC_2021-07/best_model/parameters.json
md5: 5c0fcc5a8ab212c1aed264c945b536cc
size: 305
- path: data/community2vec/RC_2021-07/best_model/word2vec.pickle
md5: 33de6ad49a48b8691ccfabffae214fac
size: 8382987
tsne_visualizations@2021-07:
cmd: python -m ihop.visualizations --config config.json data/community2vec/RC_2021-07/best_model
data/community2vec/RC_2021-07/best_model/tsne.csv
deps:
- path: data/community2vec/RC_2021-07/best_model/keyedVectors
md5: 07cf3c3233c2edd09ca04905b3d7ea87
size: 4378249
- path: data/community2vec/RC_2021-07/best_model/parameters.json
md5: 5c0fcc5a8ab212c1aed264c945b536cc
size: 305
- path: data/community2vec/RC_2021-07/best_model/word2vec.pickle
md5: 33de6ad49a48b8691ccfabffae214fac
size: 8382987
outs:
- path: data/community2vec/RC_2021-07/best_model/tsne.csv
hash: md5
md5: cc759b23e2abe12dbecd3a590e88a63e
size: 320750
tsne_visualizations@2021-12:
cmd: python -m ihop.visualizations --config config.json data/community2vec/RC_2021-12/best_model
data/community2vec/RC_2021-12/best_model/tsne.csv
deps:
- path: data/community2vec/RC_2021-12/best_model/keyedVectors
md5: 2a79e6fdab92135423d892b3a9706da8
size: 4378516
- path: data/community2vec/RC_2021-12/best_model/parameters.json
md5: e5d1ca3246da3d4c5b9ce2f0290345b2
size: 305
- path: data/community2vec/RC_2021-12/best_model/word2vec.pickle
md5: e8a5374b95c0dc18dab0aaa5942daf23
size: 8383253
outs:
- path: data/community2vec/RC_2021-12/best_model/tsne.csv
hash: md5
md5: 4a6eb89053e7c78edc89159006c1f0b0
size: 320863
prep_community2vec_data@2022-01:
cmd: mkdir -p data/community2vec/RC_2022-01 && python -m ihop.import_data --config
config.json c2v --top_n 10000 --exclude_top_user_perc 0.05 data/community2vec/RC_2022-01/subreddit_counts.csv
data/community2vec/RC_2022-01/user_contexts data/raw_data/comments/RC_2022-01.bz2
&& rm data/community2vec/RC_2022-01/user_contexts/.*.crc
deps:
- path: data/raw_data/comments/RC_2022-01.bz2
md5: fd25ba68de752140547aa2a0c2080320
size: 37953945294
outs:
- path: data/community2vec/RC_2022-01/subreddit_counts.csv
md5: 9244d14e6127ace15538cfe1751980fc
size: 172470
- path: data/community2vec/RC_2022-01/user_contexts
md5: 255185bbe8738950c8b25b10a70c9b6c.dir
size: 153067875
nfiles: 2
community2vec_models@2022-01:
cmd: "python -m ihop.community2vec --config config.json --contexts data/community2vec/RC_2022-01/user_contexts
--vocab_csv data/community2vec/RC_2022-01/subreddit_counts.csv --param_grid
'{\"alpha\": [0.08, 0.05], \"vector_size\":[100], \"sample\":[0, 0.001, 0.005],
\"negative\":[10,20]}' --epochs 5 --output_dir data/community2vec/RC_2022-01
--workers 12"
deps:
- path: data/community2vec/RC_2022-01/subreddit_counts.csv
md5: 9244d14e6127ace15538cfe1751980fc
size: 172470
- path: data/community2vec/RC_2022-01/user_contexts
md5: 255185bbe8738950c8b25b10a70c9b6c.dir
size: 153067875
nfiles: 2
outs:
- path: data/community2vec/RC_2022-01/analogy_accuracy_results.csv
md5: 1c059f4d1a6526a0a6472e66ad5ea7d0
size: 4433
- path: data/community2vec/RC_2022-01/best_model/keyedVectors
md5: 9c28977afd93942e4a8b5d7e8e403001
size: 4378466
- path: data/community2vec/RC_2022-01/best_model/metrics.json
md5: e535481e04410e8d80aab8c7c42ade8a
size: 626
- path: data/community2vec/RC_2022-01/best_model/parameters.json
md5: 47471a61e5583f49dd80673ee197fbf3
size: 305
- path: data/community2vec/RC_2022-01/best_model/word2vec.pickle
md5: bf56be0fb7690f2eb8e8eb962b12db6d
size: 8383205
tsne_visualizations@2022-01:
cmd: python -m ihop.visualizations --config config.json data/community2vec/RC_2022-01/best_model
data/community2vec/RC_2022-01/best_model/tsne.csv
deps:
- path: data/community2vec/RC_2022-01/best_model/keyedVectors
md5: 9c28977afd93942e4a8b5d7e8e403001
size: 4378466
- path: data/community2vec/RC_2022-01/best_model/parameters.json
md5: 47471a61e5583f49dd80673ee197fbf3
size: 305
- path: data/community2vec/RC_2022-01/best_model/word2vec.pickle
md5: bf56be0fb7690f2eb8e8eb962b12db6d
size: 8383205
outs:
- path: data/community2vec/RC_2022-01/best_model/tsne.csv
hash: md5
md5: 91168f627a23d793d124a4702de8e424
size: 320887
prep_community2vec_data@2021-08:
cmd: mkdir -p data/community2vec/RC_2021-08 && python -m ihop.import_data --config
config.json c2v --top_n 10000 --exclude_top_user_perc 0.05 data/community2vec/RC_2021-08/subreddit_counts.csv
data/community2vec/RC_2021-08/user_contexts data/raw_data/comments/RC_2021-08.bz2
&& rm data/community2vec/RC_2021-08/user_contexts/.*.crc
deps:
- path: data/raw_data/comments/RC_2021-08.bz2
md5: 2495184724809cbf0838592eac5c1459
size: 33087814591
outs:
- path: data/community2vec/RC_2021-08/subreddit_counts.csv
md5: 53204aaa3ea41be9275a37ecb70c5e63
size: 171606
- path: data/community2vec/RC_2021-08/user_contexts
md5: a3cd217c2a714ade0b061370f2a262f2.dir
size: 131137056
nfiles: 2
community2vec_models@2021-08:
cmd: "python -m ihop.community2vec --config config.json --contexts data/community2vec/RC_2021-08/user_contexts
--vocab_csv data/community2vec/RC_2021-08/subreddit_counts.csv --param_grid
'{\"alpha\": [0.08, 0.05], \"vector_size\":[100], \"sample\":[0, 0.001, 0.005],
\"negative\":[10,20]}' --epochs 5 --output_dir data/community2vec/RC_2021-08
--workers 12"
deps:
- path: data/community2vec/RC_2021-08/subreddit_counts.csv
md5: 53204aaa3ea41be9275a37ecb70c5e63
size: 171606
- path: data/community2vec/RC_2021-08/user_contexts
md5: a3cd217c2a714ade0b061370f2a262f2.dir
size: 131137056
nfiles: 2
outs:
- path: data/community2vec/RC_2021-08/analogy_accuracy_results.csv
md5: f617f4abcba646cb30b234ef300b3789
size: 4459
- path: data/community2vec/RC_2021-08/best_model/keyedVectors
md5: d736cbc567a35d5b766478d474658c84
size: 4378009
- path: data/community2vec/RC_2021-08/best_model/metrics.json
md5: 8141a40292ff173eedfbea8f080bcea7
size: 629
- path: data/community2vec/RC_2021-08/best_model/parameters.json
md5: 0ba6bdb00d4e02f6900eec147b97893d
size: 305
- path: data/community2vec/RC_2021-08/best_model/word2vec.pickle
md5: 880b1ed980351f8a2b349c5e3d81dec1
size: 8382743
tsne_visualizations@2021-08:
cmd: python -m ihop.visualizations --config config.json data/community2vec/RC_2021-08/best_model
data/community2vec/RC_2021-08/best_model/tsne.csv
deps:
- path: data/community2vec/RC_2021-08/best_model/keyedVectors
md5: d736cbc567a35d5b766478d474658c84
size: 4378009
- path: data/community2vec/RC_2021-08/best_model/parameters.json
md5: 0ba6bdb00d4e02f6900eec147b97893d
size: 305
- path: data/community2vec/RC_2021-08/best_model/word2vec.pickle
md5: 880b1ed980351f8a2b349c5e3d81dec1
size: 8382743
outs:
- path: data/community2vec/RC_2021-08/best_model/tsne.csv
hash: md5
md5: c2ef384b3e7f6036a7ba3198a290b113
size: 320363
tsne_visualizations@2021-11:
cmd: python -m ihop.visualizations --config config.json data/community2vec/RC_2021-11/best_model
data/community2vec/RC_2021-11/best_model/tsne.csv
deps:
- path: data/community2vec/RC_2021-11/best_model/keyedVectors
md5: 597f36adbf0a42f06571de35a052c5c2
size: 4378410
- path: data/community2vec/RC_2021-11/best_model/parameters.json
md5: 40ef4919f8dfcf946f35bf760197b050
size: 305
- path: data/community2vec/RC_2021-11/best_model/word2vec.pickle
md5: ada2a7653e8711d5d9db0b977655cdc1
size: 8383147
outs:
- path: data/community2vec/RC_2021-11/best_model/tsne.csv
hash: md5
md5: 8a75abd9afbc7bcf184db180e938b753
size: 320804
kmeans_cluster_models@2021-04:
cmd: mkdir -p data/annotation_data/RC_2021-04/kmeans_model && python -m ihop.clustering
data/community2vec/RC_2021-04/best_model/keyedVectors --output_dir data/annotation_data/RC_2021-04/kmeans_model
--cluster_params '{"n_clusters":100}' --model-name 2021-04_kmeans_clusters
deps:
- path: data/community2vec/RC_2021-04/best_model/keyedVectors
md5: 2437517f963327f4118cc8916deb6a22
size: 4378125
outs:
- path: data/annotation_data/RC_2021-04/kmeans_model/clusters.csv
md5: ec3a86487c7dc3a17127e2ad81dd1a14
size: 147142
- path: data/annotation_data/RC_2021-04/kmeans_model/metrics.json
md5: b836dcf8348fe2933d25d8493e3249fc
size: 113
- path: data/annotation_data/RC_2021-04/kmeans_model/parameters.json
md5: c202e98a404d67088dcc945289eb46d6
size: 199
- path: data/annotation_data/RC_2021-04/kmeans_model/sklearn_cluster_model.joblib
md5: 3df8f5c22e1e4155477441639c72e928
size: 80694
kmeans_cluster_models@2021-05:
cmd: mkdir -p data/annotation_data/RC_2021-05/kmeans_model && python -m ihop.clustering
data/community2vec/RC_2021-05/best_model/keyedVectors --output_dir data/annotation_data/RC_2021-05/kmeans_model
--cluster_params '{"n_clusters":100}' --model-name 2021-05_kmeans_clusters
deps:
- path: data/community2vec/RC_2021-05/best_model/keyedVectors
md5: 97de61be6c9a590d9b7862a3fa1e5c21
size: 4378438
outs:
- path: data/annotation_data/RC_2021-05/kmeans_model/clusters.csv
md5: a0ca653486ed993f36984d920a3108de
size: 147139
- path: data/annotation_data/RC_2021-05/kmeans_model/metrics.json
md5: d724d75f6cf4e111ee98e2ca039cb0c5
size: 112
- path: data/annotation_data/RC_2021-05/kmeans_model/parameters.json
md5: 4ac9a25e8a6a4e03e799cba742d8b47a
size: 199
- path: data/annotation_data/RC_2021-05/kmeans_model/sklearn_cluster_model.joblib
md5: 4c9e6a018028975ac6de3ddc18c8b996
size: 80694
kmeans_cluster_models@2021-06:
cmd: mkdir -p data/annotation_data/RC_2021-06/kmeans_model && python -m ihop.clustering
data/community2vec/RC_2021-06/best_model/keyedVectors --output_dir data/annotation_data/RC_2021-06/kmeans_model
--cluster_params '{"n_clusters":100}' --model-name 2021-06_kmeans_clusters
deps:
- path: data/community2vec/RC_2021-06/best_model/keyedVectors
md5: 574577113291a1d823cf6bc3ae0813a1
size: 4378886
outs:
- path: data/annotation_data/RC_2021-06/kmeans_model/clusters.csv
md5: df9a44a53cbcc4775233af668661c3de
size: 147748
- path: data/annotation_data/RC_2021-06/kmeans_model/metrics.json
md5: a5545a9ad5a89b52a539e118c436e3bd
size: 114
- path: data/annotation_data/RC_2021-06/kmeans_model/parameters.json
md5: 262955a3c94ee5e3d303ca45722803b4
size: 199
- path: data/annotation_data/RC_2021-06/kmeans_model/sklearn_cluster_model.joblib
md5: 9007aa6f335cb9f2d497bdce0240798e
size: 80694
kmeans_cluster_models@2021-07:
cmd: mkdir -p data/annotation_data/RC_2021-07/kmeans_model && python -m ihop.clustering
data/community2vec/RC_2021-07/best_model/keyedVectors --output_dir data/annotation_data/RC_2021-07/kmeans_model
--cluster_params '{"n_clusters":100}' --model-name 2021-07_kmeans_clusters
deps:
- path: data/community2vec/RC_2021-07/best_model/keyedVectors
md5: 07cf3c3233c2edd09ca04905b3d7ea87
size: 4378249
outs:
- path: data/annotation_data/RC_2021-07/kmeans_model/clusters.csv
md5: b18b2bbbc9c1f8e759c1ef10bd5f1cda
size: 146835
- path: data/annotation_data/RC_2021-07/kmeans_model/metrics.json
md5: 0ebf7908819dcd8c9095063c6a508655
size: 113
- path: data/annotation_data/RC_2021-07/kmeans_model/parameters.json
md5: 41e038b81970f846dc5e1223921a91e8
size: 199
- path: data/annotation_data/RC_2021-07/kmeans_model/sklearn_cluster_model.joblib
md5: 987c9075b43d61905665bbbe041d3c29
size: 80694
kmeans_cluster_models@2021-08:
cmd: mkdir -p data/annotation_data/RC_2021-08/kmeans_model && python -m ihop.clustering
data/community2vec/RC_2021-08/best_model/keyedVectors --output_dir data/annotation_data/RC_2021-08/kmeans_model
--cluster_params '{"n_clusters":100}' --model-name 2021-08_kmeans_clusters
deps:
- path: data/community2vec/RC_2021-08/best_model/keyedVectors
md5: d736cbc567a35d5b766478d474658c84
size: 4378009
outs:
- path: data/annotation_data/RC_2021-08/kmeans_model/clusters.csv
md5: e8dd0da9dd0e0a9eef54ccf39264c2c6
size: 146961
- path: data/annotation_data/RC_2021-08/kmeans_model/metrics.json
md5: aea66c2ed11b9d875256429af4fc5f70
size: 111
- path: data/annotation_data/RC_2021-08/kmeans_model/parameters.json
md5: bd8eac8960bafde2395cfcb666e3393a
size: 199
- path: data/annotation_data/RC_2021-08/kmeans_model/sklearn_cluster_model.joblib
md5: 0f73106883162648221f5c3be1efd89e
size: 80694
kmeans_cluster_models@2021-09:
cmd: mkdir -p data/annotation_data/RC_2021-09/kmeans_model && python -m ihop.clustering
data/community2vec/RC_2021-09/best_model/keyedVectors --output_dir data/annotation_data/RC_2021-09/kmeans_model
--cluster_params '{"n_clusters":100}' --model-name 2021-09_kmeans_clusters
deps:
- path: data/community2vec/RC_2021-09/best_model/keyedVectors
md5: a63ae0d4b17e9acf197ba08d8f34c964
size: 4378025
outs:
- path: data/annotation_data/RC_2021-09/kmeans_model/clusters.csv