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64 Commits

Author SHA1 Message Date
andrea 91666bd263 Implemented custom micro and macro F1 in pl (cpu and gpu) 2021-01-20 12:13:51 +01:00
andrea 8dbe48ff7a Implemented custom micro F1 in pl (cpu and gpu) 2021-01-20 11:47:51 +01:00
andrea 294d7c3be7 refactor 2021-01-19 15:30:15 +01:00
andrea 34676167e8 cleared up folders 2021-01-19 13:11:16 +01:00
andrea bfcd97d1c6 refactor 2021-01-19 10:45:30 +01:00
andrea 3c0ec9e269 refactor 2021-01-19 10:36:07 +01:00
andrea 79eae9003b refactoring 2021-01-19 10:34:01 +01:00
andrea a5322ba227 refactoring 2021-01-19 10:31:57 +01:00
andrea 515acae15b rsc branch; 
load pre-computed VGs' output if already stored in memory
 2020-11-19 14:30:10 +01:00
andrea 8af763b130 fixed transform_mean() when dealing with only one VG; 
modified default settings (new default: aggregation: mean, all_prob:True)
 2020-10-29 12:55:07 +01:00
andrea 20dca61e22 minor fixes 2020-10-27 22:55:25 +01:00
andrea 94bfe6a036 fixed batcher 2020-10-27 15:08:39 +01:00
andrea 5906f85f33 branching to devel 2020-10-27 11:12:26 +01:00
andrea 526cf80b66 moved .sh files 2020-10-22 15:33:54 +02:00
andrea 90f24dab8e First commit 2020-10-22 15:11:49 +02:00
andrea 4a7a594a41 minor changes 2020-07-28 18:00:54 +02:00
andrea ba913f770a fixed train validation splitting 2020-07-27 17:15:06 +02:00
andrea c793bd30b5 gitignore 2020-07-27 12:20:59 +02:00
andrea f321e5ecde Updated .gitignore 2020-07-27 12:14:22 +02:00
andrea 92f16e60eb baseline multilingual Bert 
removed some comments
 2020-07-27 12:05:18 +02:00
andrea a594a84dab baseline multilingual Bert 2020-07-27 12:00:33 +02:00
andrea 9fd26e6ff7 Merge remote-tracking branch 'origin/master' 2020-07-27 12:00:14 +02:00
andrea d1fdad5f6e baseline multilingual Bert 2020-07-27 11:56:09 +02:00
andrea 2fc6373bff first commit 2020-04-06 12:12:47 +02:00
Alejandro Moreo Fernandez 22b7ea7e66 huge refactoring, deep learning, and other stuff 2020-01-30 17:08:52 +01:00
Alejandro Moreo Fernandez d249c4801f bugfix in muse extract method 2020-01-20 14:53:14 +01:00
Alejandro Moreo Fernandez 5bb5c913c0 assert added 2020-01-20 12:35:36 +01:00
Alejandro Moreo Fernandez c14e8226b1 refactor: added MUSE to learning/transformers.py 2020-01-20 12:32:47 +01:00
Alejandro Moreo Fernandez 9bf1986402 bugfix 2020-01-17 18:17:27 +01:00
Alejandro Moreo Fernandez 1ba5e60031 refactor 2020-01-17 18:16:29 +01:00
Alejandro Moreo Fernandez 73d1e70ae9 refactor 2020-01-16 17:28:54 +01:00
Alejandro Moreo Fernandez cfd3a609a2 merged? 2020-01-16 14:30:20 +01:00
Alejandro Moreo Fernandez e96968fc45 merging 2020-01-09 10:50:35 +01:00
andrea 53198a7e2c implemented method to compute WCE only for well represented classes; 
refactored MLE class in order to support WCE, standard embeddings and combinations;
sketched out NN implementation for WE compositionality;
still TODO SIF embeddings;
 2020-01-07 17:05:41 +01:00
andrea 0e66fbf197 implemented method to compute WCE only for well represented classes - 
refactored MLE class in order to support WCE, standard embeddings and combinations
 2019-12-29 11:54:05 +01:00
andrea 56ee88220b typos 2019-12-17 10:42:29 +01:00
andrea a95511b4d9 sketched results reader - removed first tier learners optimization 2019-12-16 20:46:09 +01:00
andrea 174aa8ca05 Merge remote-tracking branch 'origin/master' 2019-12-12 14:34:54 +01:00
andrea 8940c99102 also saving n_components if auto optimizing it 
removed some unnecessary columns from result csv
 2019-12-12 14:33:41 +01:00
andrea dd34a96f87 also saving n_components if auto optimizing it 
removed some unnecessary columns from result csv
 2019-12-12 11:18:38 +01:00
Alejandro Moreo Fernandez a8d76b6f52 merged 2019-12-10 16:50:19 +01:00
Alejandro Moreo Fernandez 062f343664 divide by zero 2 2019-12-10 16:48:13 +01:00
Alejandro Moreo Fernandez 2bab6faf21 divide by zero 2019-12-10 16:47:30 +01:00
andrea 0c6056e7a1 refactored pca methods 2019-12-09 15:39:39 +01:00
andrea 9fa1899a7f refactored pca methods 2019-12-09 15:37:52 +01:00
andrea 509289b268 Plot variance explained by PCA for every language 2019-12-04 13:24:11 +01:00
andrea ba1a72ff94 Plot variance explained by PCA for every language 2019-12-04 10:16:17 +01:00
andrea f074fd97f9 get_optimal_supervised_components method - to be polished 2019-12-03 19:57:11 +01:00
andrea 4de6b3e250 refactoring emebed method into Class StorageEmbeddings. refactoring class EmbeddingsAligned. 
tSVD and T-SNE for supervised embeddings
 2019-12-03 15:34:12 +01:00
andrea cf29826a32 Merge remote-tracking branch 'origin/master' 2019-12-02 12:41:22 +01:00