dllllb/pytorch-lifestream
A library built upon PyTorch for building embeddings on discrete event sequences using self-supervision
PythonApache-2.0
Issues
- 0
Batchnorm in NN Head
#157 opened by ivan-chai - 0
Error computing torch metrics
#151 opened by dzrlva - 1
Force TimeZone during UNIX time conversion
#148 opened by ivan-chai - 0
Add PaddedBatch slicing
#131 opened by Ilykuleshov - 2
No way to log metrics in MLMPretrainModule
#123 opened by Ilykuleshov - 2
TrxEncoder bug
#124 opened by Ilykuleshov - 1
Support Boolean target for binary classification
#106 opened by danielgafni - 0
Remove batch norm from trx ecoder
#128 opened by ivkireev86 - 0
Multimodal embedding
#127 opened by vzapylikhin - 0
Confused naming
#122 opened by romanenkova95 - 1
Group train/val/test metrics together
#108 opened by danielgafni - 4
- 1
Agg feature baseline improvement
#70 opened by ivkireev86 - 1
RnnSeqEncoder doesn't work with num_layers>1
#107 opened by danielgafni - 1
Support user profile features
#117 opened by Ayatafoy - 2
installation error
#97 opened by livington - 0
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- 11
torch.stack in def collate_feature_dict
#77 opened by Ivanich-spb - 0
Subsample intersections metric
#69 opened by ivkireev86 - 0
KL cyclostationarity test tools
#68 opened by ivkireev86 - 0
Repair pyspark tests
#67 opened by ikretus - 0
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docs. Manual preprocessing description
#49 opened by ivkireev86 - 0
docs. demo description
#65 opened by ivkireev86 - 0
docs. Development guide (for demo notebooks)
#64 opened by ivkireev86 - 0
- 0
- 0
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Make possible to combine `ptls.frames.bert` pretrain tasks (nsp, sop, rtd, mlm)
#35 opened by ivkireev86 - 0
Soft one-hot encoding
#59 opened by ivkireev86 - 0
TrxEncoder configuration dataclass
#17 opened by ivkireev86 - 1
demo. Supervised learning
#53 opened by ivkireev86 - 0
docstring for ptls.frames.supervised.seq_to_target_dataset.SeqToTargetDataset
#55 opened by ivkireev86 - 0
Load dataset procedure
#54 opened by ivkireev86 - 0
Dataset check function
#51 opened by ivkireev86 - 0
Experiments. Add MLM example
#48 opened by ivkireev86 - 0
Incremental inference demo
#44 opened by ivkireev86 - 0
Data format names in docs
#30 opened by ivkireev86 - 0
- 1
- 1
Default optimizers and schedulers
#16 opened by ivkireev86 - 1
Correct seq_len for feature dict
#39 opened by ivkireev86 - 0
- 2
Outdated constructor of the MLP class
#11 opened by ikretus - 0
DistributionTargets metrics customization
#10 opened by ikretus - 0
- 0
ptls.train.score_model -> trainer.predict
#27 opened by justalge