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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other services . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 136 6.7 Utilities . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . exceptions return a 500 status. The default error page includes a stack trace in debug mode and a one-line description of the error (e.g. “500: Internal Server Error”) otherwise. To produce a custom error open files”-Error). To raise this limit (setting it to 50000 for example) you can use the ulimit command, modify /etc/security/limits.conf or set minfds in your supervisord config. 36 Chapter 6. DocumentationTornado

iostream — Convenient wrappers for non-blocking socketstornado.netutil — Miscellaneous network utilities tornado.tcpclient — IOStream connection factory tornado.tcpserver — Basic IOStream-based TCP server tornado.locks – Synchronization primitives tornado.queues – Queues for coroutines tornado.process — Utilities for multiple processes Integration with other services tornado.auth — Third-party login with OpenID Tornado Utilities tornado.autoreload — Automatically detect code changes in development tornado.concurrent — Work with Future objects tornado.log — Logging support tornado.options — Command-line parsing

conda, Release 24.9.3.dev1 6 Chapter 2. New to conda? CHAPTER THREE OTHER USEFUL RESOURCES Command reference Full reference for all standard commands and options Cheatsheets Get the latest cheatsheet development environment set up 4.1 User guide 4.1.1 Getting started with conda Conda is a powerful command line tool for package and environment management that runs on Windows, macOS, and Linux. This guide graphical desktop application that enables you to use conda without having to run com- mands at the command line. See Getting started with Anaconda Navigator to learn more. Before you start To bootstrap a

conda, Release 25.1.2.dev1 6 Chapter 2. New to conda? CHAPTER THREE OTHER USEFUL RESOURCES Command reference Full reference for all standard commands and options Cheatsheets Get the latest cheatsheet development environment set up 4.1 User guide 4.1.1 Getting started with conda Conda is a powerful command line tool for package and environment management that runs on Windows, macOS, and Linux. This guide graphical desktop application that enables you to use conda without having to run com- mands at the command line. See Getting started with Anaconda Navigator to learn more. Before you start To bootstrap a

conda, Release 24.11.3.dev2 6 Chapter 2. New to conda? CHAPTER THREE OTHER USEFUL RESOURCES Command reference Full reference for all standard commands and options Cheatsheets Get the latest cheatsheet development environment set up 4.1 User guide 4.1.1 Getting started with conda Conda is a powerful command line tool for package and environment management that runs on Windows, macOS, and Linux. This guide graphical desktop application that enables you to use conda without having to run com- mands at the command line. See Getting started with Anaconda Navigator to learn more. Before you start To bootstrap a

differences from Common Lisp . . . . . . . . . . . . . . . . . . . . . . 525 40 Unicode Input 527 41 Command-line Interface 528 41.1 Using arguments inside scripts . . . . . . . . . . . . . . . . . . . . . Startup file . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 530 41.5 Command-line switches for Julia . . . . . . . . . . . . . . . . . . . . . . . . . . . . 531 II Base 533 42 Orderings . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1230 56 Iteration utilities 1233 57 Reflection and introspection 1247 57.1 Module bindings . . . . . . . . . . . . . . .

differences from Common Lisp . . . . . . . . . . . . . . . . . . . . . . 525 40 Unicode Input 527 41 Command-line Interface 528 41.1 Using arguments inside scripts . . . . . . . . . . . . . . . . . . . . . Startup file . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 530 41.5 Command-line switches for Julia . . . . . . . . . . . . . . . . . . . . . . . . . . . . 531 II Base 533 42 Orderings . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1230 56 Iteration utilities 1233 57 Reflection and introspection 1247 57.1 Module bindings . . . . . . . . . . . . . . .

differences from Common Lisp . . . . . . . . . . . . . . . . . . . . . . 525 40 Unicode Input 527 41 Command-line Interface 528 41.1 Using arguments inside scripts . . . . . . . . . . . . . . . . . . . . . Startup file . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 530 41.5 Command-line switches for Julia . . . . . . . . . . . . . . . . . . . . . . . . . . . . 531 II Base 533 42 Orderings . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1230 56 Iteration utilities 1233 57 Reflection and introspection 1247 57.1 Module bindings . . . . . . . . . . . . . . .