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Added validation example for SASRec model. #238

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Merged
blondered merged 38 commits into from
Jan 24, 2025
Merged

Added validation example for SASRec model. #238

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70234e3
Added validation example for SASRec model.
Jan 10, 2025
63f5ee1
Added validation_step, logging train and val losses to SASRec model.
Jan 13, 2025
ab6eb9a
Changed validation_step and add `val_max_k` to SASRecModel.
Jan 15, 2025
ce4fd41
Added Callback for calculate val metrics to tutorial.
Jan 15, 2025
592495d
Add callable split function and add data_preparator to pl module.
Jan 16, 2025
5cf1de2
Added split function to example.
Jan 16, 2025
8c417c2
changed val func to mask
blondered Jan 17, 2025
7b1b9f2
Added split_interactions_train_val to init.
Jan 17, 2025
4433624
Added `get_val_mask_func` to model init and fixed naming.
Jan 17, 2025
3d6f50c
Fixed get_val_mask function.
Jan 17, 2025
b247fb0
Added sort to groupby.
Jan 20, 2025
152230a
Added dict outputs to validation_step and on_validation_batch_end to …
Jan 20, 2025
7ee514a
Fixed process_dataset_train.
Jan 20, 2025
cf16e46
Added test for val dataloader, processing val interactions, logging m…
Jan 20, 2025
b723308
Feature/nn modules (#237)
blondered Jan 20, 2025
43cca14
Added validation functionality to nn module.
Jan 21, 2025
dcb2403
Fixed imports
Jan 21, 2025
b6c5138
Added validation example for SASRec model.
Jan 10, 2025
9d0afcd
Added validation_step, logging train and val losses to SASRec model.
Jan 13, 2025
e56f2e7
Add callable split function and add data_preparator to pl module.
Jan 16, 2025
0544d07
Added `get_val_mask_func` to model init and fixed naming.
Jan 17, 2025
79b4523
Feature/nn modules (#237)
blondered Jan 20, 2025
fdad617
Added validation for BERT4Rec.
Jan 21, 2025
56edd40
Fixed collate_fn_val and added name losses.
Jan 21, 2025
f7270df
Fixed example notebook.
Jan 21, 2025
d9bcb72
Fixed notebooks.
Jan 21, 2025
a1a4ede
Feature/nn modules (#237)
blondered Jan 20, 2025
b7b8052
Removed unnecessary code.
Jan 22, 2025
87b3b00
Merge branch 'experimental/sasrec' into feature/val_dataloader
In48semenov Jan 22, 2025
ac91bb8
Fixed code style.
Jan 22, 2025
e276f6f
Fixed test_log_metrics
Jan 22, 2025
96d7c18
Removed os from test_sasrec
Jan 22, 2025
d62aa6c
Removed TODO and added logs name to Transformer model attribute.
Jan 23, 2025
91ba5ab
Updated notebook.
Jan 23, 2025
86250e8
Fixed log metric test
Jan 24, 2025
a4d2efe
Updated notebooks with metrics.
Jan 24, 2025
40f8ac2
Made loss names as class attributes.
Jan 24, 2025
67c45bc
Added loss name to cls attr.
Jan 24, 2025
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