Ahmed Gad comments

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                                            Ahmed Gad

failed to allocate memory [Op:Sub]

> Hi Ahmed Can we use this code for kerasga conv2d to creat conv1d for raw dataset???? If no what changes?? KerasGA is expected to run on any Keras model....

failed to allocate memory [Op:Sub]

The cnnga module is not expected to work with 1D data. Note that the cnnga module is limited and was used before supporting the `kerasga` and `torchga` modules. So, it...

Matplotlib imported by pyGAD

The issue is solved and will be available in the next release!

Use numpy.asarray instead of numpy.array to avoid unnecessary copying

Thank you! Appreciate if you would make a pull request to make this change.

Binary Code? with a dot?

The dot is just for separating the integer from the decimal part of the number.

Calling some function before fitness_func in adaptive mutation

Unfortunately adding restrictions over all the genes is not possible at the moment. Restrictions are set at the gene level.

'numpy.ndarray' object has no attribute 'index'

Thanks. This is going to be fixed in the next release!

"reach" stop criteria with negative valued fitness function

Fixed and will be supported in the next release!

pygad.kerasga

Keras is very slow due to the TensorFlow nature of building and executing the computational graph. If you try PyTorch, it is much faster. There is no reason that prevents...

Pareto front solutions

You can use the pareto_fronts property. ```python ga_inst = pygad.GA(..., parent_selection_type='nsga2') ga_inst.pareto_fronts ```