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· the one without super hard-codes its parents method - thus is has restricted the behavior of its method, and subclasses cannot inject functionality in the call chain. · its a nice trick but even that is not always equivalent to calling the unavilable, yet needed) super. super and that is because the super. super call would carry the context of c (c+b+a) whereas your answers creates an instance of a without the context of b and c. · super() is a special use of the super keyword where you call a parameterless parent constructor. In fact, multiple inheritance is the only case where super() is of any use. The one with super has greater flexibility. However, super () is quite a bit more complicated under-the-hood and can sometimes be counter-intuitive in multiple inheritance situations. Extends e form so it guarantees that when it fetches values from the collection, they will all be e or some subclass (i. e. The call chain for the methods … The second () says that its some type which is a subclass of e. (in both cases e itself is okay. ) so the constructor uses the ? I am using python 3. 12, and both scikit-learn and xgboost are installed with their latest versions. · super() lets you avoid referring to the base class explicitly, which can be nice. On the plus side, super () can be used to handle diamond-shaped inheritance. · the first () says that its some type which is an ancestor (superclass) of e; In general, the super keyword can be used to call overridden methods, access hidden fields or invoke a superclasss constructor. This occurs when i invoke the fit method on the randomizedsearchcv object. · super object has no attribute sklearn_tags. I would not recommend using it with classes using linear inheritance, where its just useless overhead. But the main advantage comes with multiple inheritance, where all sorts of fun stuff can happen. I suspect it could be related to compatibility issues between scikit-learn and xgboost or python version. In the child template, i would like to include everything that was in the head block from the base (by calling {{ super()) }} and include some additional things, yet at the same time replace the title block within the super call. In perl and java, there is a keyword for this (super). When creating a simple object hierarchy in python, id like to be able to invoke methods of the parent class from a derived class.