Issues
- 24
List of TIDs for future work
#90 opened by vc1492a - 7
- 8
Parallel Training running into problems
#84 opened by hamlinliu17 - 1
Examine variability in dependent variable across beginning, middle, end of prediction periods and quantify that variability
#56 opened by vc1492a - 10
- 1
Improve speed of dataset (image) generation code
#75 opened by vc1492a - 2
Update S3 files to include the labeled data
#93 opened by vc1492a - 4
Animation of image files for anomalous classes
#83 opened by vc1492a - 1
- 2
Color QQ-Plot observations according to the sod
#59 opened by vc1492a - 1
- 1
- 1
Update the acknowledgements in the readme.md
#89 opened by vc1492a - 2
- 23
Construct simulated real-world experiment
#71 opened by vc1492a - 0
Fine-tune early stopping
#76 opened by vc1492a - 0
Fine-tune the learning rate scheduler
#77 opened by vc1492a - 2
- 1
- 1
Examine and quantify the absolute error pre and post event (disturbance in data) for earthquake periods
#55 opened by vc1492a - 1
Examine variability in absolute errors across prediction periods and quantify that variability
#54 opened by vc1492a - 1
Submit IEEE Paper
#86 opened by vc1492a - 1
Review Draft IEEE Paper
#85 opened by vc1492a - 2
Overleaf document for paper
#78 opened by vc1492a - 10
- 6
Select an architecture for experiments
#74 opened by vc1492a - 6
Address class imbalance
#72 opened by vc1492a - 8
- 2
- 5
Set aside N tracks for "real-world" experiment
#70 opened by vc1492a - 4
- 4
Validate training and testing data
#69 opened by vc1492a - 3
Clean and migrate code to src folder
#61 opened by hamlinliu17 - 5
Transition to FastAI Version 2
#48 opened by vc1492a - 3
Add hyperdash logging into pipeline
#63 opened by vc1492a - 6
- 2
setup group email
#62 opened by vc1492a - 0
Master to Main
#60 opened by vc1492a - 5
Add instrumentation for modeling / experiment runs (time needed for training, architecture used, etc.)
#46 opened by vc1492a - 2
- 3
Identify (based on literature / analysis) typical length (or distribution) of the length of the disturbances in the signal
#58 opened by vc1492a - 3
- 2
- 3
- 4
CUDA out of memory for Tesla P4
#47 opened by hamlinliu17 - 2
gpustat requirements in repo
#45 opened by vc1492a - 7
- 10
Ask Dr. Bortnik about using UCLA resources for computing and get environment specifications
#40 opened by vc1492a - 3
- 4
Explore and resolve missing data
#38 opened by vc1492a