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Adding k-means clustering algorithm from scratch

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Sayar1106 2021-05-01 13:46:39 +05:30
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## Table of contents
* [3D Renderer](#build-your-own-3d-renderer)
* [Augmented Reality](#build-your-own-augmented-reality)
* [BitTorrent Client](#build-your-own-bittorrent-client)
* [Blockchain / Cryptocurrency](#build-your-own-blockchain--cryptocurrency)
* [Bot](#build-your-own-bot)
* [Command-Line Tool](#build-your-own-command-line-tool)
* [Database](#build-your-own-database)
* [Docker](#build-your-own-docker)
* [Emulator / Virtual Machine](#build-your-own-emulator--virtual-machine)
* [Front-end Framework / Library](#build-your-own-front-end-framework--library)
* [Game](#build-your-own-game)
* [Git](#build-your-own-git)
* [Network Stack](#build-your-own-network-stack)
* [Neural Network](#build-your-own-neural-network)
* [Operating System](#build-your-own-operating-system)
* [Physics Engine](#build-your-own-physics-engine)
* [Programming Language](#build-your-own-programming-language)
* [Regex Engine](#build-your-own-regex-engine)
* [Search Engine](#build-your-own-search-engine)
* [Shell](#build-your-own-shell)
* [Template Engine](#build-your-own-template-engine)
* [Text Editor](#build-your-own-text-editor)
* [Visual Recognition System](#build-your-own-visual-recognition-system)
* [Voxel Engine](#build-your-own-voxel-engine)
* [Web Search Engine](#build-your-own-web-search-engine)
* [Web Server](#build-your-own-web-server)
* [Uncategorized](#uncategorized)
- [!Build your own X](#)
- [Table of contents](#table-of-contents)
- [Tutorials](#tutorials)
- [Build your own `3D Renderer`](#build-your-own-3d-renderer)
- [Build your own `Augmented Reality`](#build-your-own-augmented-reality)
- [Build your own `BitTorrent Client`](#build-your-own-bittorrent-client)
- [Build your own `Blockchain / Cryptocurrency`](#build-your-own-blockchain--cryptocurrency)
- [Build your own `Bot`](#build-your-own-bot)
- [Build your own `Command-Line Tool`](#build-your-own-command-line-tool)
- [Build your own `Database`](#build-your-own-database)
- [Build your own `Docker`](#build-your-own-docker)
- [Build your own `Emulator / Virtual Machine`](#build-your-own-emulator--virtual-machine)
- [Build your own `Front-end Framework / Library`](#build-your-own-front-end-framework--library)
- [Build your own `Game`](#build-your-own-game)
- [Build your own `Git`](#build-your-own-git)
- [Build your own `Network Stack`](#build-your-own-network-stack)
- [Build your own `Neural Network`](#build-your-own-neural-network)
- [Build your own `Operating System`](#build-your-own-operating-system)
- [Build your own `Physics Engine`](#build-your-own-physics-engine)
- [Build your own `Programming Language`](#build-your-own-programming-language)
- [Build your own `Regex Engine`](#build-your-own-regex-engine)
- [Build your own `Search Engine`](#build-your-own-search-engine)
- [Build your own `Shell`](#build-your-own-shell)
- [Build your own `Template Engine`](#build-your-own-template-engine)
- [Build your own `Text Editor`](#build-your-own-text-editor)
- [Build your own `Visual Recognition System`](#build-your-own-visual-recognition-system)
- [Build your own `Voxel Engine`](#build-your-own-voxel-engine)
- [Build your own `Web Search Engine`](#build-your-own-web-search-engine)
- [Build your own `Web Server`](#build-your-own-web-server)
- [Uncategorized](#uncategorized)
- [How to contribute](#how-to-contribute)
- [License](#license)
## Tutorials
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* [**Python**: _Build your own error-correction fountain code with Luby Transform Codes_](https://franpapers.com/en/algorithmic/2018-introduction-to-fountain-codes-lt-codes-with-python/)
* [**Python**: _Building a simple Generative Adversial Network (GAN) using Tensorflow_](https://blog.paperspace.com/implementing-gans-in-tensorflow/)
* [**Python**: _Learn ML Algorithms by coding: Decision Trees_](https://lethalbrains.com/learn-ml-algorithms-by-coding-decision-trees-439ac503c9a4)
* [**Python**: _Build K-means clustering algorithm from scratch_](https://pub.towardsai.net/k-means-clustering-from-scratch-efd629435987)
* [**Python**: _JSON Decoding Algorithm_](https://github.com/cheery/json-algorithm)
* [**Ruby**: _A Pedometer in the Real World_](http://aosabook.org/en/500L/a-pedometer-in-the-real-world.html)
* [**Ruby**: _Creating a Linux Desktop application with Ruby_](https://iridakos.com/tutorials/2018/01/25/creating-a-gtk-todo-application-with-ruby)