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tallamjr
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astronet
Efficient Deep Learning for Real-time Classification of Astronomical Transients and Multivariate Time-series
Apache License 2.0
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Minor modifications in relation to viva corrections
#99
tallamjr
opened
1 year ago
0
Update functionality to allow for processing of ELAsTiCC data
#98
tallamjr
opened
2 years ago
0
Issues/96/mmap
#97
tallamjr
closed
2 years ago
1
Lazy loading of large numpy data files
#96
tallamjr
closed
2 years ago
0
Issues/94/xdist fixtures
#95
tallamjr
closed
2 years ago
1
Fix pytest-xdist with session-scoped fixture
#94
tallamjr
closed
2 years ago
0
Rearrange folder structure for `tinho` in own dir
#93
tallamjr
closed
2 years ago
1
MINOR: Refactor code layout now that a "new" kind of model exists: `tinho`
#92
tallamjr
closed
2 years ago
0
Hardware accelerated distributed training + Lightweight models via deep compression
#91
tallamjr
closed
2 years ago
1
Fix multi-gpu training
#90
tallamjr
closed
2 years ago
1
Apply model compression techniques for improved throughput
#89
tallamjr
closed
2 years ago
0
Arm development branch
#88
tallamjr
closed
2 years ago
0
[META] Road to `v1.0.0`
#87
tallamjr
opened
2 years ago
0
[RFC] Improve data reformatting pipeline
#86
tallamjr
opened
2 years ago
0
Issues/84/atx fink
#85
tallamjr
closed
2 years ago
1
Experiment with `atx` for FINK
#84
tallamjr
closed
2 years ago
1
Issues/69/refactor
#83
tallamjr
closed
2 years ago
1
Issues/81/finkmod
#82
tallamjr
closed
2 years ago
0
Broker integration
#81
tallamjr
closed
2 years ago
1
Issues/78/run atx
#80
tallamjr
closed
2 years ago
0
Compare runtimes of `atx` vs `t2`
#79
tallamjr
closed
2 years ago
4
Run `atx` on Myriad
#78
tallamjr
closed
2 years ago
0
Re-implement GPs
#77
tallamjr
closed
2 years ago
2
Optimize for accuracy for MTS comparison
#76
tallamjr
closed
3 years ago
2
Issues/68/clean cam violin
#75
tallamjr
closed
3 years ago
2
Issues/67/ablation pos
#74
tallamjr
closed
3 years ago
1
Issues/72/without z
#73
tallamjr
closed
3 years ago
1
Run without redshift
#72
tallamjr
closed
3 years ago
1
Issues/70/concat lm
#71
tallamjr
closed
3 years ago
1
Re-do concatenation of features to L or M before Conv layer
#70
tallamjr
closed
3 years ago
1
Clean codebase
#69
tallamjr
closed
2 years ago
2
Clean CAM code
#68
tallamjr
closed
3 years ago
2
Conduct ablation studies
#67
tallamjr
closed
3 years ago
2
Issues/65/plasticc full
#66
tallamjr
closed
3 years ago
2
Create dataset for full set of transients in PLAsTiCC dataset
#65
tallamjr
closed
3 years ago
1
Explainability with class activation maps and addition of augmented data
#64
tallamjr
closed
3 years ago
1
Improve plots for explainability of `t2` model and the attention mechanism
#63
tallamjr
closed
3 years ago
0
Expand hyperparameter space of `t2` model
#62
tallamjr
closed
3 years ago
0
Add Z features to model just before FC layer
#61
tallamjr
closed
3 years ago
1
Include `pool_size` as hyperparameter to optimise over
#60
tallamjr
closed
3 years ago
1
SupernovaXception model with MTS benchmark evaluation results
#59
tallamjr
closed
3 years ago
0
[MAJOR] Implement snX: Supernova Xception
#58
tallamjr
closed
3 years ago
3
Optimal batch size
#57
tallamjr
closed
3 years ago
1
AttributeError: module 'tensorflow._api.v2.experimental' has no attribute 'numpy'
#56
tallamjr
closed
3 years ago
1
Determine optimal mini batch size
#55
tallamjr
closed
3 years ago
2
Custom loss function error: TypeError: __init__() takes from 1 to 2 positional arguments but 3 were given
#54
tallamjr
closed
3 years ago
2
Refactor how to load datasets
#53
tallamjr
closed
3 years ago
1
[BENCHMARK] Compare results to `dl-4-tsc` on the MTS dataset
#52
tallamjr
closed
3 years ago
1
Add functionality to compare results against Fawaz et al.
#51
tallamjr
closed
3 years ago
0
Add callbacks and reconfigure train/test splits
#50
tallamjr
closed
3 years ago
1
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