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- Add an option to not use the best hyperparameters file;
- Definitely use the correct forest size (either the one from best hyperparameters or the one specified in parameter); - Use a number of extracted forest sizes proportional as the forest size instead of fixed forest size; - Add an option to save the current command line name instead of using the unamed directory; - Add new california housing dataset best hyperparameters, and convert all value types that are number from string to int/float in other best hyperparameter files; - Remove useless code from compute_results.py in prevision of the changes; - Before best hyperparameters saving, save number as int or float instead of string; - Add job_number option for parallelisation in both train.py and compute_hyperparameters.py scripts; - Clean-up TODO list.
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- TODO.md 1 addition, 5 deletionsTODO.md
- code/bolsonaro/data/dataset_loader.py 1 addition, 1 deletioncode/bolsonaro/data/dataset_loader.py
- code/bolsonaro/utils.py 14 additions, 1 deletioncode/bolsonaro/utils.py
- code/compute_hyperparameters.py 8 additions, 2 deletionscode/compute_hyperparameters.py
- code/compute_results.py 16 additions, 132 deletionscode/compute_results.py
- code/train.py 42 additions, 13 deletionscode/train.py
- experiments/boston/stage1/params.json 3 additions, 3 deletionsexperiments/boston/stage1/params.json
- experiments/breast_cancer/stage1/params.json 3 additions, 3 deletionsexperiments/breast_cancer/stage1/params.json
- experiments/california_housing/stage1/params.json 16 additions, 0 deletionsexperiments/california_housing/stage1/params.json
- experiments/diabetes/stage1/params.json 3 additions, 3 deletionsexperiments/diabetes/stage1/params.json
- experiments/digits/stage1/params.json 3 additions, 3 deletionsexperiments/digits/stage1/params.json
- experiments/iris/stage1/params.json 3 additions, 3 deletionsexperiments/iris/stage1/params.json
- experiments/iris/stage1/with_best_params_16.json 36 additions, 0 deletionsexperiments/iris/stage1/with_best_params_16.json
- experiments/iris/stage1/wo_best_params_17.json 36 additions, 0 deletionsexperiments/iris/stage1/wo_best_params_17.json
- experiments/linnerud/stage1/params.json 3 additions, 3 deletionsexperiments/linnerud/stage1/params.json
- experiments/olivetti_faces/stage1/params.json 28 additions, 0 deletionsexperiments/olivetti_faces/stage1/params.json
- experiments/wine/stage1/params.json 3 additions, 3 deletionsexperiments/wine/stage1/params.json
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