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cheetm/lightfm_deep_dive #1096

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merged 18 commits into from
May 13, 2020
Merged

cheetm/lightfm_deep_dive #1096

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e8d9f0f
added initial files
Apr 23, 2020
f195b36
updated notebook
Apr 23, 2020
3ebd747
Merge branch 'staging' into cheetm/add_lightfm_deepdive
miguelgfierro Apr 24, 2020
038745a
added unittests and updated scripts
Apr 24, 2020
f9253fa
Merge branch 'cheetm/add_lightfm_deepdive' of github.com:cheetm/recom…
Knostromo Apr 24, 2020
af3a133
added unittests and updated scripts
Knostromo Apr 24, 2020
f98a084
addressed some comments
Knostromo Apr 24, 2020
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addressed some more comments
Knostromo Apr 27, 2020
e2bd87f
fixed latex
Knostromo Apr 27, 2020
9ec6c8b
fixed latex
Knostromo Apr 27, 2020
42d0f61
Merge branch 'staging' into cheetm/add_lightfm_deepdive
miguelgfierro Apr 28, 2020
dc1947a
addressed more comments
Knostromo Apr 28, 2020
1d21c6e
Merge branch 'cheetm/add_lightfm_deepdive' of github.com:cheetm/recom…
Knostromo Apr 28, 2020
04f3657
Merge branch 'staging' into cheetm/add_lightfm_deepdive
miguelgfierro May 6, 2020
9af8055
updated scripts to work with reco metrics
Knostromo May 8, 2020
b2fd3f3
slight cleanup
Knostromo May 11, 2020
bb44da5
removed auc import from util py
Knostromo May 11, 2020
241ef2f
corrected typo and added sec 3.6
Knostromo May 11, 2020
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1 change: 1 addition & 0 deletions notebooks/02_model/README.md
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Expand Up @@ -16,5 +16,6 @@ In this directory, notebooks are provided to give a deep dive into training mode
| [surprise_svd_deep_dive](surprise_svd_deep_dive.ipynb) | Python CPU | Deep dive on a SVD algorithm and implementation.
| [vowpal_wabbit_deep_dive](vowpal_wabbit_deep_dive.ipynb) | Python CPU | Deep dive into using Vowpal Wabbit for regression and matrix factorization.
| [fm_deep_dive](fm_deep_dive.ipynb) | Python CPU | Deep dive into factorization machine (FM) and field-aware FM (FFM) algorithm.
| [lightfm_deep_dive](lightfm_deep_dive.ipynb) | Python CPU | Deep dive into hybrid matrix factorisation model with LightFM.
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Details on model training are best found inside each notebook.
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