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MetOffice
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XBTs_classification
Project for the classification of eXpendable Bathy Thermographs
BSD 3-Clause "New" or "Revised" License
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Add option for yearly or monthly output option
#62
stevehadd
closed
3 years ago
0
Xbt56 imeta script
#61
stevehadd
closed
3 years ago
0
Make year range an optional parameter
#60
stevehadd
closed
3 years ago
0
Xbt23 preproc update
#59
stevehadd
closed
3 years ago
0
measure performance of voting classifier on labelled data
#58
stevehadd
closed
3 years ago
1
Additional metrics and explainability for classification
#57
stevehadd
opened
3 years ago
2
Generate imeta metrics reference output file for comparison notebooks
#56
stevehadd
closed
3 years ago
0
Use scikit-learn pipeline in XBT code.
#55
stevehadd
opened
3 years ago
1
Evaluate classifying with just year and max_depth
#54
stevehadd
closed
3 years ago
1
Preprocessing scripts for non-WOD data sources
#53
stevehadd
opened
3 years ago
0
Integrate XBT object with Jupyter display functions
#52
stevehadd
opened
3 years ago
0
Integrate XBT objects with Jupyter through custom _repr_ functions
#51
stevehadd
closed
3 years ago
1
Merge XGboost dev branch into master
#50
stevehadd
closed
3 years ago
0
run XBT code in VM or container on Azure
#49
stevehadd
opened
3 years ago
0
Add best prediction to classification output and metrics
#48
stevehadd
closed
3 years ago
2
Update results notebook
#47
stevehadd
closed
3 years ago
2
Run and produce output for all experiments
#46
stevehadd
closed
3 years ago
1
create update mode inference script
#45
stevehadd
closed
3 years ago
1
optmisation of training, inference and evaluation tasks
#44
stevehadd
opened
4 years ago
0
train XG boost tree on XBT data
#43
stevehadd
closed
3 years ago
2
Consider parallel processing options for running on SPICE
#42
stevehadd
opened
4 years ago
0
Set up experiment definition JSON files
#41
stevehadd
closed
3 years ago
1
Create conda requirement file.
#40
stevehadd
closed
3 years ago
1
Build tensorflow classifiers
#39
stevehadd
opened
4 years ago
0
Add python logger to experiment framework
#38
stevehadd
opened
4 years ago
0
Create deployment mode script
#37
stevehadd
closed
4 years ago
2
Check whether all profiles of "UNKNOWN" cruise go into same split
#36
stevehadd
closed
3 years ago
1
Update wiki page
#35
stevehadd
closed
3 years ago
1
Add README and setup
#34
stevehadd
closed
3 years ago
1
test suite for XBT functionality
#33
stevehadd
opened
4 years ago
0
split train/test by instrument
#32
stevehadd
closed
4 years ago
2
Try additional classifiers
#31
stevehadd
closed
4 years ago
1
Generate classification probabilities using a Naive Bayes classifier
#30
stevehadd
opened
4 years ago
0
Integrate dataset class into experiment framework
#29
stevehadd
closed
4 years ago
1
Try embedded encoding for cruise, platform features
#28
stevehadd
opened
4 years ago
0
try additional features to replace country
#27
stevehadd
closed
4 years ago
1
use imeta as a fallback in output file
#26
stevehadd
closed
4 years ago
2
implement cross-validation for classifiers
#25
stevehadd
closed
4 years ago
1
create pseudo-probability from ensemble of different classifiers and hyperparameters
#24
stevehadd
closed
4 years ago
1
try processing pipelines on newly downloaded data
#23
stevehadd
closed
3 years ago
3
Add function to data sets to predict and save
#22
stevehadd
closed
4 years ago
1
Add metadata file for categories
#21
stevehadd
opened
4 years ago
0
Investigate dataset discrepancies
#20
stevehadd
closed
4 years ago
1
Extending iMeta algorithm using ML
#19
stevehadd
closed
4 years ago
1
Explore effect of cruise ID feature on classification results
#18
stevehadd
closed
4 years ago
1
Extending first paper
#17
stevehadd
closed
4 years ago
1
Calculate some stats for relationships between variables
#16
stevehadd
closed
3 years ago
1
Set up scikit-learn pipeline
#15
stevehadd
closed
4 years ago
1
Add bad data filtering and non-standard name mappings to preprocessing
#14
stevehadd
closed
4 years ago
1
Reproduce key plots in Pallmer XBT paper
#13
stevehadd
closed
4 years ago
1
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