tallamjr astronet issues

tallamjr / astronet

Efficient Deep Learning for Real-time Classification of Astronomical Transients and Multivariate Time-series

Apache License 2.0

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Use Codecov action to publish report to codecov.io

#49 tallamjr closed 3 years ago
0
Add Codecov report via Github actions

#48 tallamjr closed 3 years ago
1
Add callbacks to monitor training progress and prevent overfitting

#47 tallamjr closed 3 years ago
1
Stack encoders to form Vaswani et al. Nx6 architecture

#46 tallamjr closed 3 years ago
0
Visualise Self-Attention weights response

#45 tallamjr closed 3 years ago
1
[BENCHMARK] Compare results to `snmachine`

#44 tallamjr closed 3 years ago
3
Refactor `def train_val_test_split(df, cols):` to be more configurable

#43 tallamjr closed 3 years ago
0
Issues/41/wlogloss keras object

#42 tallamjr closed 3 years ago
0
Reimplement custom log loss as a tf.keras object

#41 tallamjr closed 3 years ago
0
Issues/36/position encoding

#40 tallamjr closed 3 years ago
1
Evaluation notebook

#39 tallamjr closed 3 years ago
1
Revisit implementation of Multi-head attention

#38 tallamjr opened 3 years ago
1
Stack Encoding Layers to be in line with Vaswani paper

#37 tallamjr closed 3 years ago
2
[MR/35] Implement `PositionalEncoding` class

#36 tallamjr closed 3 years ago
3
[MAJOR] Revisit model architecture

#35 tallamjr closed 3 years ago
0
Fix Issues/30/wlogloss

#34 tallamjr closed 3 years ago
1
Investigate large window size, timesteps=100; steps=100

#33 tallamjr closed 3 years ago
1
Balance classes with GP augmentation

#32 tallamjr closed 3 years ago
0
Add redshift information to model

#31 tallamjr closed 3 years ago
2
Re-train PLAsTiCC model with 'weighted' Log-Loss metric and loss for optimisation

#30 tallamjr closed 3 years ago
2
Hyperparameter optimisation tuning using validation set instead of test set

#29 tallamjr closed 4 years ago
0
Redefine a single place for files to refer to. `asnwd`

#28 tallamjr closed 4 years ago
1
Reference to other files within code is all relative to the __file__ being run

#27 tallamjr closed 4 years ago
0
Update results and analysis with hyperparamters tuned on validation set instead of test

#26 tallamjr closed 4 years ago
0
Add ability to run analysis on the PLAsTiCC data

#25 tallamjr closed 4 years ago
1
Update docstrings

#24 tallamjr opened 4 years ago
1
Gaussian process interpolation code for loading PLAsTiCC dataset

#23 tallamjr closed 4 years ago
1
Puts together a mini analysis pipeline notebook explaining steps

#22 tallamjr closed 4 years ago
1
[feature/20/plasticc] Investigate options for Gaussian Process regression for PLAsTiCC data

#21 tallamjr closed 4 years ago
2
[FEATURE] Add code for running analysis on PLAsTiCC dataset

#20 tallamjr closed 4 years ago
1
Add argparse functionality

#19 tallamjr closed 4 years ago
0
Issues/7/hypatia opt

#18 tallamjr closed 4 years ago
0
Allow for command line arguments to be passed to run analysis on different datasets

#17 tallamjr closed 4 years ago
0
Incorporate T2-Analysis-Pipeline.ipynb notebook into CI

#16 tallamjr closed 4 years ago
0
Issues/6/pipeline notebook

#15 tallamjr closed 4 years ago
0
Move loading of WISDM dataset into single location

#14 tallamjr closed 4 years ago
1
Issues/11/visuals

#13 tallamjr closed 4 years ago
1
Refactor loading of WISDM dataset

#12 tallamjr closed 4 years ago
1
Complete `visuals.py`

#11 tallamjr closed 4 years ago
1
Issues/5/evaluate

#10 tallamjr closed 4 years ago
0
Issues/8/test cov

#9 tallamjr closed 4 years ago
0
Add test coverage

#8 tallamjr closed 4 years ago
1
Run hyperparameter optimisation on Hypatia

#7 tallamjr closed 4 years ago
1
Have a pipeline notebook - `T2-Analysis-Pipeline.ipynb`

#6 tallamjr closed 4 years ago
1
Complete `evaluate.py` file

#5 tallamjr closed 4 years ago
1
Set up CI pipeline

#4 tallamjr closed 4 years ago
1
Move towards using Keras subclass API

#3 tallamjr closed 4 years ago
0
Cleaned up notebook with completed run for WISDM-2019

#2 tallamjr closed 4 years ago
1
Preliminary notebook for t2 proof of concept analysis

#1 tallamjr closed 4 years ago
0