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Refactor SequentialRecommender and add Sequential models: SASRec, BERT4Rec, GPT2Rec, FPMC #694

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Refactor SequentialRecommender and add Sequential models: SASRec, BERT4Rec, GPT2Rec, FPMC #694

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122a59d
feat: refine session-based recommendation framework with models inclu…
hieuddo May 21, 2026
979601e
feat: model selection
hieuddo May 29, 2026
7747078
migrate NextItemRecommender to SequentialRecommender
hieuddo May 29, 2026
e91947c
add alias for SBR and SAR
hieuddo May 29, 2026
28006af
add example for sequential models
hieuddo May 29, 2026
05831f8
model_selection for FPMC
hieuddo May 29, 2026
24b30df
add requirements.txt for sequential models
hieuddo May 29, 2026
d808b5b
add FPMC to example
hieuddo May 29, 2026
3db6f09
update models in README
hieuddo May 29, 2026
71ee633
remove unused nonlocal
hieuddo May 29, 2026
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8 changes: 6 additions & 2 deletions README.md
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4 changes: 2 additions & 2 deletions cornac/eval_methods/__init__.py
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Original file line number Diff line number Diff line change
Expand Up @@ -22,7 +22,7 @@
from .timestamp_split import TimestampSplit
from .cross_validation import CrossValidation
from .next_basket_evaluation import NextBasketEvaluation
from .next_item_evaluation import NextItemEvaluation
from .sequential_evaluation import SequentialEvaluation
from .propensity_stratified_evaluation import PropensityStratifiedEvaluation

__all__ = [
Expand All @@ -32,6 +32,6 @@
"TimestampSplit",
"CrossValidation",
"NextBasketEvaluation",
"NextItemEvaluation",
"SequentialEvaluation",
"PropensityStratifiedEvaluation",
]
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