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mmcdermott
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EventStreamGPT
Dataset and modelling infrastructure for modelling "event streams": sequences of continuous time, multivariate events with complex internal dependencies.
https://eventstreamml.readthedocs.io/en/latest/
MIT License
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Re-organize and improve the Modeling API
#20
mmcdermott
closed
1 year ago
1
Add caching for dependency graph attention
#19
mmcdermott
closed
1 year ago
1
Small fixes and a script for building datasets based on a more concise config.
#18
mmcdermott
closed
1 year ago
1
Added endpoints for getting embeddings
#17
mmcdermott
closed
1 year ago
0
Adding zero shot evaluation capabilities.
#16
mmcdermott
closed
1 year ago
1
Test coverage needs to be expanded and interface simplified
#15
mmcdermott
opened
1 year ago
0
Dataset storage to disk should not rely on pickle.
#14
mmcdermott
opened
1 year ago
0
CATEGORICAL_ONLY v. NUMERICAL_ONLY v. CATEGORICAL_AND_NUMERICAL is confusing.
#13
mmcdermott
opened
1 year ago
0
task_df interface in pytorch dataset should use polars.
#12
mmcdermott
closed
1 year ago
0
Torch.compile doesn't work for some reason.
#11
mmcdermott
opened
1 year ago
0
Default model should be simplified and use the built-in PyTorch transformer layers (though still support structured attention)
#10
mmcdermott
opened
1 year ago
1
Should enable retrieval metrics for classification as well
#9
mmcdermott
opened
1 year ago
0
ID_map should be saved in dataset construction
#8
mmcdermott
opened
1 year ago
0
Dev
#7
mmcdermott
closed
1 year ago
0
should use pin_memory to speed up dataloaders
#6
mmcdermott
opened
1 year ago
1
Warning during multi-gpu training re metrics and `sync_dist`
#5
mmcdermott
opened
1 year ago
0
A variety of changes to increase functionality and fix lint issues.
#4
mmcdermott
closed
1 year ago
0
This device is hard coded which will cause issues when trying to change the model device.
#3
mmcdermott
closed
1 year ago
0
Fixing some lint issues.
#2
mmcdermott
closed
1 year ago
0
Major updates to data pre-processing and upgrades to source libraries.
#1
mmcdermott
closed
1 year ago
0
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