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owenodriscoll
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AutoML
Python package for automated hyperparameter-optimization of common machine-learning algorithms
MIT License
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add GaussianProcessRegressor
#27
owenodriscoll
opened
3 months ago
0
Dev package
#26
owenodriscoll
closed
5 months ago
0
In combination with LightGBM, the n_jobs enabled optimization no longer supressess LightGBM warnings. Fix this
#25
owenodriscoll
opened
6 months ago
0
Adding weak models causes errors when weak model yields NaN's
#24
owenodriscoll
closed
1 month ago
0
Report fourrier value to study
#23
owenodriscoll
opened
7 months ago
0
Re order data preprocesing steps
#22
owenodriscoll
opened
7 months ago
0
Update early stopping
#21
owenodriscoll
opened
8 months ago
0
Add support for non-numeric data using model_vizualize_importance
#20
owenodriscoll
opened
8 months ago
0
multiple regression
#19
owenodriscoll
opened
1 year ago
1
add support for multiple processing cores into Optuna
#18
owenodriscoll
closed
6 months ago
1
Dev gitinstall clone2
#17
owenodriscoll
closed
1 year ago
0
Automl dev
#16
owenodriscoll
closed
1 year ago
0
Dev setup
#15
owenodriscoll
closed
1 year ago
0
Add check on input data (e.g. np.isfinite)
#14
owenodriscoll
opened
1 year ago
0
Add unit testing
#13
owenodriscoll
opened
1 year ago
1
Add visualisation after ML to determine whether hyperparemeter feature space is not constraining
#12
owenodriscoll
opened
1 year ago
0
Hide message stating that that existing models is loaded
#11
owenodriscoll
opened
1 year ago
0
train multiple weak predictors
#10
owenodriscoll
opened
1 year ago
2
Sort list of keys in order of submission
#9
owenodriscoll
closed
1 year ago
0
add categorical feature support
#8
owenodriscoll
opened
1 year ago
2
add assert that data is split prior to `regression_validation`
#7
owenodriscoll
closed
1 year ago
0
Pre load transformations by polyfit and splitfit instead of recalculating
#6
owenodriscoll
opened
1 year ago
0
Skip training on fractions for trial 0
#5
owenodriscoll
closed
1 year ago
0
add classification support
#4
owenodriscoll
opened
1 year ago
1
Add time series support
#3
owenodriscoll
opened
1 year ago
0
Continue study
#2
owenodriscoll
closed
1 year ago
0
updated comments on package imports
#1
owenodriscoll
closed
1 year ago
0