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A simple explanation of Naive Bayes Classification

...d be Democrats or Republicans. They are also either male or female. If we select one senator completely randomly, what is the probability that this person is a female Democrat? Conditional Probability can help us answer that. Probability of (Democrat and Female Senator)= Prob(Senator is Democrat) ...
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Alternatives to gprof [closed]

...lways found profilers not so useful for fixing slow code, and instead used selective bits of debugging code to measure the time taken by a group of statements of my choosing, often aided by some trivial little macros or whatever. It's never taken me too long to find the culprit, but I've always bee...
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What is ViewModel in MVC?

...it is a good practice to use ViewModels. Say, you want to leave a checkbox selected based on a DB field (or two) but the DB field itself isn't a boolean. While it is possible to create these properties in the Model itself and keep it hidden from the binding to data, you may not want to clutter the M...
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What does .SD stand for in data.table in R

...iping can be beautiful library(Lahman) Teams = as.data.table(Teams) # *I'm selectively suppressing the printed output of tables here* Teams Pitching = as.data.table(Pitching) # subset for conciseness Pitching = Pitching[ , .(playerID, yearID, teamID, W, L, G, ERA)] Pitching Naked .SD To illustrat...
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File I/O in Every Programming Language [closed]

...ol compiler ENVIRONMENT DIVISION. INPUT-OUTPUT SECTION. FILE-CONTROL. SELECT StudentFile ASSIGN TO "STUDENTS.DAT" ORGANIZATION IS LINE SEQUENTIAL. DATA DIVISION. FILE SECTION. FD TestFile. 01 TestData. 02 LineNum PIC X. 02 LineText PIC X(72). PROCEDURE DIVISION. B...
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Usage of __slots__?

...This message comes from the oldest protocol, which is the default. You can select the latest protocol with the -1 argument. In Python 2.7 this would be 2 (which was introduced in 2.3), and in 3.6 it is 4. >>> pickle.loads(pickle.dumps(f, -1)) <__main__.Foo object at 0x1129C770> in Py...
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What are the differences between git branch, fork, fetch, merge, rebase and clone?

...resolve' them by editing the files (which will have both changes in them), selecting the changes you want, literally deleting the lines of the changes you don't want and then saving the file. The changes are marked with separators such as ======== and <<<<<<<<. Once you hav...
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Callback functions in C++

... for jumping, the engine can call game_core_instance.update_keybind(newly_selected_key, &player_jump); and thus change the behaviour of a call to key_pressed (which the calls player_jump) once this button is pressed the next time ingame. What are callables in C++(11)? See C++ concepts: Call...
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How do I safely pass objects, especially STL objects, to and from a DLL?

...ply specific packing. The compiler will still apply default packing if you select a pack value bigger than the one the compiler would have chosen, so if you pick a large packing value, a class can still have different packing between compilers. The solution for this is to use #pragma pack(1), which ...
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What is Node.js? [closed]

...de-facto standard for client-side user interface. jQuery provides CSS-like selectors to 'query' for sets of DOM elements that can then be operated on (set handlers, properties, styles, etc). Along the same vein, Twitter's Bootstrap CSS framework, Backbone.js for an MVC pattern, and Browserify.js to ...