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Resolve "Experiment pipeline"

Merged Charly Lamothe requested to merge 12-experiment-pipeline into master
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  • - 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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