├── LICENSE ├── ML.graphml └── README.md /LICENSE: -------------------------------------------------------------------------------- 1 | The MIT License (MIT) 2 | 3 | Copyright (c) <2016> 4 | 5 | Permission is hereby granted, free of charge, to any person obtaining a copy 6 | of this software and associated documentation files (the "Software"), to deal 7 | in the Software without restriction, including without limitation the rights 8 | to use, copy, modify, merge, publish, distribute, sublicense, and/or sell 9 | copies of the Software, and to permit persons to whom the Software is 10 | furnished to do so, subject to the following conditions: 11 | 12 | The above copyright notice and this permission notice shall be included in 13 | all copies or substantial portions of the Software. 14 | 15 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR 16 | IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, 17 | FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE 18 | AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER 19 | LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, 20 | OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN 21 | THE SOFTWARE. 22 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # Machine Learning Concept Map 2 | 3 | The **Machine Learning Concept Map** is my attempt at reconstructing all the internal knowledge I've acquired about machine learning over the years. 4 | 5 | The concept map can have multiple purposes: 6 | * Serve as a refresher 7 | * Find related topics of interest 8 | * Guide newcomers in the domain by exploring topics by their relatedness 9 | * Get an idea of the size of the domain 10 | 11 | In order to keep the concept map simple, the **Machine Learning Concept Map** depends on the [**Mathematics Concept Map**](https://github.com/tomzx/mathematics-concept-map). 12 | 13 | ## Contributing 14 | 15 | To view and explore this concept map, you will need a [GraphML](https://en.wikipedia.org/wiki/GraphML) compatible application. In order to edit this graph, I've personally been using [yEd](https://www.yworks.com/products/yed). 16 | 17 | If you find any typographical mistake, improper links, or want to add more content to the concept map, feel free to submit a pull request! 18 | 19 | ## License 20 | 21 | The code is licensed under the [MIT license](http://choosealicense.com/licenses/mit/). See [LICENSE](LICENSE). --------------------------------------------------------------------------------