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How to extract the decision rules from scikit-learn decision-tree?

... feature_names[i] if i != _tree.TREE_UNDEFINED else "undefined!" for i in tree_.feature ] print "def tree({}):".format(", ".join(feature_names)) def recurse(node, depth): indent = " " * depth if tree_.feature[node] != _tree.TREE_UNDEFINED: name = f...
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Multiprocessing - Pipe vs Queue

...re than two points to communicate, use a Queue(). If you need absolute performance, a Pipe() is much faster because Queue() is built on top of Pipe(). Performance Benchmarking Let's assume you want to spawn two processes and send messages between them as quickly as possible. These are the timing...
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How to find out what type of a Mat object is with Mat::type() in OpenCV

...to help with identifying your opencv matrices at runtime. I find it useful for debugging, at least. string type2str(int type) { string r; uchar depth = type & CV_MAT_DEPTH_MASK; uchar chans = 1 + (type >> CV_CN_SHIFT); switch ( depth ) { case CV_8U: r = "8U"; break; cas...
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How to avoid explicit 'self' in Python?

...stion to remove python from it. I think that it belongs there. (and thanks for the answer!) – bguiz Nov 1 '10 at 3:25 3 ...
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How to write a large buffer into a binary file in C++, fast?

... int main() { FILE* pFile; pFile = fopen("file.binary", "wb"); for (unsigned long long j = 0; j < 1024; ++j){ //Some calculations to fill a[] fwrite(a, 1, size*sizeof(unsigned long long), pFile); } fclose(pFile); return 0; } I just timed 8GB in 36sec, whi...
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Hashing a dictionary?

For caching purposes I need to generate a cache key from GET arguments which are present in a dict. 11 Answers ...
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Pythonic way to find maximum value and its index in a list?

... There are many options, for example: import operator index, value = max(enumerate(my_list), key=operator.itemgetter(1)) share | improve this answ...
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Sibling package imports

...below, modifying sys.path is still a quick-and-dirty trick that works well for private scripts, but there has been several improvements Installing the package (in a virtualenv or not) will give you what you want, though I would suggest using pip to do it rather than using setuptools directly (and ...
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How do you run your own code alongside Tkinter's event loop?

My little brother is just getting into programming, and for his Science Fair project, he's doing a simulation of a flock of birds in the sky. He's gotten most of his code written, and it works nicely, but the birds need to move every moment . ...
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How can i query for null values in entity framework?

... Workaround for Linq-to-SQL: var result = from entry in table where entry.something.Equals(value) select entry; Workaround for Linq-to-Entities (ouch!): var result = from entry in table where (v...