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HW-4. Explanation of recommendations #12

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HW-4. Explanation of recommendations #12

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dda5088
Add: ALS explanation + test fixation
azatnv May 21, 2023
44e63fe
add: notebook
azatnv May 21, 2023
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1 change: 1 addition & 0 deletions .gitignore
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Original file line number Diff line number Diff line change
Expand Up @@ -41,6 +41,7 @@ models/lightfm/user_embeddings.dill
models/popular_in_category/
models/dssm/
models/bert4rec/
models/als

# Unit test / coverage reports
htmlcov/
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7 changes: 7 additions & 0 deletions load_models_from_google_drive.sh
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Expand Up @@ -28,3 +28,10 @@ download "models/dssm" "iid_to_item_id.json" "1-TrGCS_YmRWQkIeuhSXKsN7Xg3Nk_pEn"
download "models/dssm" "uid_to_watched_iids.json" "1-QtArop7useHil5pIeAM2t-d9J1nKOhS"

download "models/bert4rec" "user_id_to_bert4rec_recs.pickle" "15o1tIcsFlkQdmbw2Z9kucMzv724H-Qi8"

download "models/als" "ui_csr.pickle" "1u73wI918JbDnRRGZ19hDVNePoX-E75Vk"
download "models/als" "user_ext_to_int.pickle" "1-2AN1y039gPAl0oKUIN6KIuT-MkUDqtC"
download "models/als" "item_int_to_ext.pickle" "1--1QkLMZgTzSiQSrDdLZcKvhAQgqONNa"
download "models/als" "item_ext_to_int.pickle" "1d_ecNjQfpxNDwJSh6fP1f2HWrDiSy3ao"
download "models/als" "als_model.pickle" "1-8gJuelBZwJFhq7IDN1U2N2zKjPW1-kw"
download "models/als" "item_to_title.pickle" "1voF8cCfifroAsbJzFzc5DXC2j0MEGYIh"
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