[Update] Flexible multiprocessing #17
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Refactor init_basis_sgpc method to improve CPU handling.
change the 'options['n_cpu]' to options['n_cpu_basis ]
add options['n_cpu_comp'] and options['n_cpu_basis'] to all algorithm.
[Bug] update options["n_cpu_basis"]
[Fix] add the options=dict() when initialize gpc class
[Fix] handle the situation when "n_cpu_basis" is not in the options
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add "n_cpu_comp" and "n_cpu_basis" options