micrograd++: A 500 line C++ Machine Learning Library Gautam Sharma Independent Researcher gautamsharma2813@gmail.com Abstract—micrograd++ is a pure C++ machine learning li- brary inspired by Andrej Karpathy’s

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Applications . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 38 1.13 Utilities . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Click is a Python package for creating beautiful command line interfaces in a composable way with as little code as neces- sary. It’s the “Command Line Interface Creation Kit”. It’s highly configurable configurable but comes with sensible defaults out of the box. It aims to make the process of writing command line tools quick and fun while also preventing any frustration caused by the inability to implement an

Applications . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 34 1.13 Utilities . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . click is a Python package for creating beautiful command line interfaces in a composable way with as little amount of code as necessary. It’s the “Command Line Interface Creation Kit”. It’s highly configurable configurable but comes with good defaults out of the box. It aims at making writing command line tools fun and quick without causing user frustration at not being able to implement an intended CLI API. Click

Applications . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 44 1.13 Utilities . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Click is a Python package for creating beautiful command line interfaces in a composable way with as little code as neces- sary. It’s the “Command Line Interface Creation Kit”. It’s highly configurable configurable but comes with sensible defaults out of the box. It aims to make the process of writing command line tools quick and fun while also preventing any frustration caused by the inability to implement an

Applications . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 48 1.13 Utilities . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Click is a Python package for creating beautiful command line interfaces in a composable way with as little code as neces- sary. It’s the “Command Line Interface Creation Kit”. It’s highly configurable configurable but comes with sensible defaults out of the box. It aims to make the process of writing command line tools quick and fun while also preventing any frustration caused by the inability to implement an

Applications . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 47 1.13 Utilities . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Click is a Python package for creating beautiful command line interfaces in a composable way with as little code as neces- sary. It’s the “Command Line Interface Creation Kit”. It’s highly configurable configurable but comes with sensible defaults out of the box. It aims to make the process of writing command line tools quick and fun while also preventing any frustration caused by the inability to implement an

Applications . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 46 1.13 Utilities . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Click is a Python package for creating beautiful command line interfaces in a composable way with as little code as neces- sary. It’s the “Command Line Interface Creation Kit”. It’s highly configurable configurable but comes with sensible defaults out of the box. It aims to make the process of writing command line tools quick and fun while also preventing any frustration caused by the inability to implement an

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 407 Utilities . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . should see a username printed. Change the ownership of the app/tmp directory to that user. The final command you run (in *nix) might look something like this: $ chown -R www-data app/tmp If for some reason all .htaccess files. In the lighttpd configuration, make sure you’ve activated “mod_rewrite”. Add a line: url.rewrite-if-not-file =( "^([^\?]*)(\?(.+))?$" => "/index.php?url=$1&$3" ) URL rewrite rules

searching . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 16 3.1.1 Command line files . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 16 3.1.2 Unit files . . DOS . . . . . . . . . . . . . . . . . . . . . . . 23 5 Compiler configuration 24 5.1 Using the command line options . . . . . . . . . . . . . . . . . . . . . . . . . . . . 24 5.1.1 General options . . Starting the IDE . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 41 6.1.2 IDE command line options . . . . . . . . . . . . . . . . . . . . . . . . . . . 41 6.1.3 The IDE screen . . .