commit f6fee5ced4abe51c2383b20485474398c08e167b Author: wehub-resource-sync Date: Mon Jul 13 13:25:32 2026 +0800 chore: import upstream snapshot with attribution diff --git a/LICENSE b/LICENSE new file mode 100644 index 0000000..70705ea --- /dev/null +++ b/LICENSE @@ -0,0 +1,21 @@ +MIT License + +Copyright (c) 2018 Afshine Amidi and Shervine Amidi + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. diff --git a/README.md b/README.md new file mode 100644 index 0000000..d13c6ef --- /dev/null +++ b/README.md @@ -0,0 +1,35 @@ +# Machine Learning cheatsheets for Stanford's CS 229 + +Available in [العربية](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/ar) - [English](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/en) - [Español](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/es) - [فارسی](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/fa) - [Français](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/fr) - [한국어](https://stanford.edu/~shervine/l/ko/teaching/cs-229/cheatsheet-machine-learning-tips-and-tricks) - [Português](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/pt) - [Türkçe](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/tr) - [Tiếng Việt](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/vi) - [简中](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/zh) - [繁中](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/zh-tw) + +## Goal +This repository aims at summing up in the same place all the important notions that are covered in Stanford's CS 229 Machine Learning course, and include: +- **Refreshers** in related topics that highlight the key points of the **prerequisites of the course**. +- **Cheatsheets for each machine learning field**, as well as another dedicated to tips and tricks to have in mind when training a model. +- All elements of the above combined in an **ultimate compilation of concepts**, to have with you at all times! + +## Content +#### VIP Cheatsheets +|Illustration|Illustration|Illustration|Illustration| +|:--:|:--:|:--:|:--:| +|Supervised Learning|Unsupervised Learning|Deep Learning|Tips and tricks| + +#### VIP Refreshers +|Illustration|Illustration| +|:--:|:--:| +|Probabilities and Statistics|Algebra and Calculus| + + +#### Super VIP Cheatsheet +|Illustration| +|:--:| +|All the above gathered in one place| + +## Website +This material is also available on a dedicated [website](https://stanford.edu/~shervine/teaching/cs-229), so that you can enjoy reading it from any device. + +## Translation +Would you like to see these cheatsheets in your native language? You can help us translating them on [this dedicated repo](https://github.com/shervinea/cheatsheet-translation)! + +## Authors +[Afshine Amidi](https://twitter.com/afshinea) (Ecole Centrale Paris, MIT) and [Shervine Amidi](https://twitter.com/shervinea) (Ecole Centrale Paris, Stanford University) diff --git a/README.wehub.md b/README.wehub.md new file mode 100644 index 0000000..5fc89c9 --- /dev/null +++ b/README.wehub.md @@ -0,0 +1,7 @@ +# WeHub 来源说明 + +- 原始项目：`afshinea/stanford-cs-229-machine-learning` +- 原始仓库：https://github.com/afshinea/stanford-cs-229-machine-learning +- 导入方式：上游默认分支的最新快照 +- 原作者、版权和许可证信息以原始仓库及本仓库 LICENSE 为准 +- 本文件仅用于记录来源，不代表 WeHub 是原项目作者 diff --git a/ar/LICENSE b/ar/LICENSE new file mode 100644 index 0000000..70705ea --- /dev/null +++ b/ar/LICENSE @@ -0,0 +1,21 @@ +MIT License + +Copyright (c) 2018 Afshine Amidi and Shervine Amidi + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. diff --git a/ar/README.md b/ar/README.md new file mode 100644 index 0000000..80ae585 --- /dev/null +++ b/ar/README.md @@ -0,0 +1,40 @@ + + +# أدلة تعلم الآلة القصيرة لـ CS ۲۲۹ + +متوفر في + + + +**العربية** - [English](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/en) - [Español](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/es) - [فارسی](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/fa) - [Français](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/fr) - [한국어](https://stanford.edu/~shervine/l/ko/teaching/cs-229/cheatsheet-machine-learning-tips-and-tricks) - [Português](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/pt) - [Türkçe](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/tr) - [Tiếng Việt](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/vi) - [简中](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/zh) - [繁中](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/zh-tw) + + + +## محتوى +#### دليل قصير خاص +|Illustration|Illustration|Illustration|Illustration| +|:--:|:--:|:--:|:--:| +|تعلم مراقب|تعلم غير مراقب|تعلم متعمق|لنصائح وحيل تعلّم الآلة + + + +#### تذكير خاص +|Illustration|Illustration| +|:--:|:--:| +|للاحتمالات والإحصاء|الجبر الخطي و التفاضل و التكامل + + +#### دليل قصير خاص جدا +|Illustration| +|:--:| +|مثل في مكان واحد + + +## المؤلفون الأصليون + +[افشین عمیدی](https://twitter.com/afshinea) (سنترال پاریس، ام آی تی) و [شروین عمیدی](https://twitter.com/shervinea) (سنترال پاریس، استنفرد). + +## ترجمة +زيد اليافعي، فارس القنيعير، أمجد الخطابي، مازن مليباري، محمود أصلان، رضوان لغوينسات، امجد الخطابي + + diff --git a/ar/cheatsheet-deep-learning.pdf b/ar/cheatsheet-deep-learning.pdf new file mode 100644 index 0000000..a971338 Binary files /dev/null and b/ar/cheatsheet-deep-learning.pdf differ diff --git a/ar/cheatsheet-machine-learning-tips-and-tricks.pdf b/ar/cheatsheet-machine-learning-tips-and-tricks.pdf new file mode 100644 index 0000000..ca4f0e1 Binary files /dev/null and b/ar/cheatsheet-machine-learning-tips-and-tricks.pdf differ diff --git a/ar/cheatsheet-supervised-learning.pdf b/ar/cheatsheet-supervised-learning.pdf new file mode 100644 index 0000000..332d5df Binary files /dev/null and b/ar/cheatsheet-supervised-learning.pdf differ diff --git a/ar/cheatsheet-unsupervised-learning.pdf b/ar/cheatsheet-unsupervised-learning.pdf new file mode 100644 index 0000000..6b38e9c Binary files /dev/null and b/ar/cheatsheet-unsupervised-learning.pdf differ diff --git a/ar/refresher-algebra-calculus.pdf b/ar/refresher-algebra-calculus.pdf new file mode 100644 index 0000000..e81de3c Binary files /dev/null and b/ar/refresher-algebra-calculus.pdf differ diff --git a/ar/refresher-probabilities-statistics.pdf b/ar/refresher-probabilities-statistics.pdf new file mode 100644 index 0000000..af277f2 Binary files /dev/null and b/ar/refresher-probabilities-statistics.pdf differ diff --git a/ar/super-cheatsheet-machine-learning.pdf b/ar/super-cheatsheet-machine-learning.pdf new file mode 100644 index 0000000..f99f733 Binary files /dev/null and b/ar/super-cheatsheet-machine-learning.pdf differ diff --git a/en/LICENSE b/en/LICENSE new file mode 100644 index 0000000..70705ea --- /dev/null +++ b/en/LICENSE @@ -0,0 +1,21 @@ +MIT License + +Copyright (c) 2018 Afshine Amidi and Shervine Amidi + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. diff --git a/en/README.md b/en/README.md new file mode 100644 index 0000000..17dbb0e --- /dev/null +++ b/en/README.md @@ -0,0 +1,34 @@ +# Machine Learning cheatsheets for Stanford's CS 229 +Available in [العربية](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/ar) - **English** - [Español](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/es) - [فارسی](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/fa) - [Français](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/fr) - [한국어](https://stanford.edu/~shervine/l/ko/teaching/cs-229/cheatsheet-machine-learning-tips-and-tricks) - [Português](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/pt) - [Türkçe](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/tr) - [Tiếng Việt](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/vi) - [简中](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/zh) - [繁中](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/zh-tw) + +## Goal +This repository aims at summing up in the same place all the important notions that are covered in Stanford's CS 229 Machine Learning course, and include: +- **Refreshers** in related topics that highlight the key points of the **prerequisites of the course**. +- **Cheatsheets for each machine learning field**, as well as another dedicated to tips and tricks to have in mind when training a model. +- All elements of the above combined in an **ultimate compilation of concepts**, to have with you at all times! + +## Content +#### VIP Cheatsheets +|Illustration|Illustration|Illustration|Illustration| +|:--:|:--:|:--:|:--:| +|Supervised Learning|Unsupervised Learning|Deep Learning|Tips and tricks| + +#### VIP Refreshers +|Illustration|Illustration| +|:--:|:--:| +|Probabilities and Statistics|Algebra and Calculus| + + +#### Super VIP Cheatsheet +|Illustration| +|:--:| +|All the above gathered in one place| + +## Website +This material is also available on a dedicated [website](https://stanford.edu/~shervine/teaching/cs-229), so that you can enjoy reading it from any device. + +## Translation +Would you like to see these cheatsheets in your native language? You can help us translating them on [this dedicated repo](https://github.com/shervinea/cheatsheet-translation)! + +## Authors +[Afshine Amidi](https://twitter.com/afshinea) (Ecole Centrale Paris, MIT) and [Shervine Amidi](https://twitter.com/shervinea) (Ecole Centrale Paris, Stanford University) diff --git a/en/cheatsheet-deep-learning.pdf b/en/cheatsheet-deep-learning.pdf new file mode 100644 index 0000000..718e28f Binary files /dev/null and b/en/cheatsheet-deep-learning.pdf differ diff --git a/en/cheatsheet-machine-learning-tips-and-tricks.pdf b/en/cheatsheet-machine-learning-tips-and-tricks.pdf new file mode 100644 index 0000000..f6367cc Binary files /dev/null and b/en/cheatsheet-machine-learning-tips-and-tricks.pdf differ diff --git a/en/cheatsheet-supervised-learning.pdf b/en/cheatsheet-supervised-learning.pdf new file mode 100644 index 0000000..c10651b Binary files /dev/null and b/en/cheatsheet-supervised-learning.pdf differ diff --git a/en/cheatsheet-unsupervised-learning.pdf b/en/cheatsheet-unsupervised-learning.pdf new file mode 100644 index 0000000..47861f1 Binary files /dev/null and b/en/cheatsheet-unsupervised-learning.pdf differ diff --git a/en/refresher-algebra-calculus.pdf b/en/refresher-algebra-calculus.pdf new file mode 100644 index 0000000..a7091d8 Binary files /dev/null and b/en/refresher-algebra-calculus.pdf differ diff --git a/en/refresher-probabilities-statistics.pdf b/en/refresher-probabilities-statistics.pdf new file mode 100644 index 0000000..96d5b6a Binary files /dev/null and b/en/refresher-probabilities-statistics.pdf differ diff --git a/en/super-cheatsheet-machine-learning.pdf b/en/super-cheatsheet-machine-learning.pdf new file mode 100644 index 0000000..b07531a Binary files /dev/null and b/en/super-cheatsheet-machine-learning.pdf differ diff --git a/es/LICENSE b/es/LICENSE new file mode 100644 index 0000000..70705ea --- /dev/null +++ b/es/LICENSE @@ -0,0 +1,21 @@ +MIT License + +Copyright (c) 2018 Afshine Amidi and Shervine Amidi + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. diff --git a/es/README.md b/es/README.md new file mode 100644 index 0000000..f33de84 --- /dev/null +++ b/es/README.md @@ -0,0 +1,24 @@ +# Hojas de referencia de Machine Learning (CS 229 Stanford) +Disponible en [العربية](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/ar) - [English](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/en) - **Español** - [فارسی](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/fa) - [Français](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/fr) - [한국어](https://stanford.edu/~shervine/l/ko/teaching/cs-229/cheatsheet-machine-learning-tips-and-tricks) - [Português](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/pt) - [Türkçe](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/tr) - [Tiếng Việt](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/vi) - [简中](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/zh) - [繁中](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/zh-tw) + +## Contenido +#### Hojas de referencia VIP +|Illustration|Illustration|Illustration|Illustration| +|:--:|:--:|:--:|:--:| +|Aprendizaje supervisado|Aprendizaje no supervisado|Aprendizaje profundo|Consejos y trucos| + +#### Repaso VIP +|Illustration|Illustration| +|:--:|:--:| +|Probabilidades y estadísticas|Álgebra y cálculo| + +#### Super hoja de referencia VIP +|Illustration| +|:--:| +|Todo| + +## Autores +[Afshine Amidi](https://twitter.com/afshinea) (Ecole Centrale Paris, MIT) y [Shervine Amidi](https://twitter.com/shervinea) (Ecole Centrale Paris, Stanford University) + +## Traductores +Fernando Diaz, Juan P. Chavat, Erick Gabriel Mendoza Flores, Fernando González- Herrera, Mariano Ramirez, Alonso Melgar López, Gustavo Velasco-Hernández, David Jiménez Paredes, Fermin Ordaz, Jaime Noel Alvarez Luna y Juan Manuel Nava Zamudio. diff --git a/es/hoja-referencia-aprendizaje-automatico-consejos-trucos.pdf b/es/hoja-referencia-aprendizaje-automatico-consejos-trucos.pdf new file mode 100644 index 0000000..e897b4e Binary files /dev/null and b/es/hoja-referencia-aprendizaje-automatico-consejos-trucos.pdf differ diff --git a/es/hoja-referencia-aprendizaje-no-supervisado.pdf b/es/hoja-referencia-aprendizaje-no-supervisado.pdf new file mode 100644 index 0000000..5c995ea Binary files /dev/null and b/es/hoja-referencia-aprendizaje-no-supervisado.pdf differ diff --git a/es/hoja-referencia-aprendizaje-profundo.pdf b/es/hoja-referencia-aprendizaje-profundo.pdf new file mode 100644 index 0000000..de5f10f Binary files /dev/null and b/es/hoja-referencia-aprendizaje-profundo.pdf differ diff --git a/es/hoja-referencia-aprendizaje-supervisado.pdf b/es/hoja-referencia-aprendizaje-supervisado.pdf new file mode 100644 index 0000000..1740558 Binary files /dev/null and b/es/hoja-referencia-aprendizaje-supervisado.pdf differ diff --git a/es/repaso-algebra-lineal-calculo.pdf b/es/repaso-algebra-lineal-calculo.pdf new file mode 100644 index 0000000..023d267 Binary files /dev/null and b/es/repaso-algebra-lineal-calculo.pdf differ diff --git a/es/repaso-probabilidades-estadisticas.pdf b/es/repaso-probabilidades-estadisticas.pdf new file mode 100644 index 0000000..b84e95c Binary files /dev/null and b/es/repaso-probabilidades-estadisticas.pdf differ diff --git a/es/super-hoja-referencia-machine-learning.pdf b/es/super-hoja-referencia-machine-learning.pdf new file mode 100644 index 0000000..7dcda81 Binary files /dev/null and b/es/super-hoja-referencia-machine-learning.pdf differ diff --git a/fa/README.md b/fa/README.md new file mode 100644 index 0000000..63e1eb1 --- /dev/null +++ b/fa/README.md @@ -0,0 +1,41 @@ + + +# راهنماهای کوتاه یادگیری ماشین برای کلاس CS ۲۲۹ استنفرد + +قابل دسترسی هم در + + + +[العربية](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/ar) - [English](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/en) - [Español](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/es) - **فارسی** - [Français](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/fr) - [한국어](https://stanford.edu/~shervine/l/ko/teaching/cs-229/cheatsheet-machine-learning-tips-and-tricks) - [Português](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/pt) - [Türkçe](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/tr) - [Tiếng Việt](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/vi) - [简中](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/zh) - [繁中](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/zh-tw) + + + +## محتوا +#### راهنمای کوتاه ویژه +|Illustration|Illustration|Illustration|Illustration| +|:--:|:--:|:--:|:--:| +|یادگیری با نظارت|یادگیری بدون نظارت|یادگیری عمیق|نکات و ترفندها + + + +#### یادآوری ویژه +|Illustration|Illustration| +|:--:|:--:| +|آمار و احتمالات|جبر خطی و حسابان + + +#### راهنمای کوتاه بسیار ویژه +|Illustration| +|:--:| +|همچی در یک جا + + +## نویسندگان اصلی + +[افشین عمیدی](https://twitter.com/afshinea) (سنترال پاریس، ام آی تی) و [شروین عمیدی](https://twitter.com/shervinea) (سنترال پاریس، استنفرد). + +## ترجمه +عرفان نوری، امیرحسین کاظم نژاد، محمد کریمی، الیستر، محمد رضا. + + + diff --git a/fa/cheatsheet-deep-learning.pdf b/fa/cheatsheet-deep-learning.pdf new file mode 100644 index 0000000..59ab5ab Binary files /dev/null and b/fa/cheatsheet-deep-learning.pdf differ diff --git a/fa/cheatsheet-machine-learning-tips-and-tricks.pdf b/fa/cheatsheet-machine-learning-tips-and-tricks.pdf new file mode 100644 index 0000000..1c17b09 Binary files /dev/null and b/fa/cheatsheet-machine-learning-tips-and-tricks.pdf differ diff --git a/fa/cheatsheet-supervised-learning.pdf b/fa/cheatsheet-supervised-learning.pdf new file mode 100644 index 0000000..c9e9af4 Binary files /dev/null and b/fa/cheatsheet-supervised-learning.pdf differ diff --git a/fa/cheatsheet-unsupervised-learning.pdf b/fa/cheatsheet-unsupervised-learning.pdf new file mode 100644 index 0000000..1174260 Binary files /dev/null and b/fa/cheatsheet-unsupervised-learning.pdf differ diff --git a/fa/refresher-algebra-calculus.pdf b/fa/refresher-algebra-calculus.pdf new file mode 100644 index 0000000..ae28576 Binary files /dev/null and b/fa/refresher-algebra-calculus.pdf differ diff --git a/fa/refresher-probabilities-statistics.pdf b/fa/refresher-probabilities-statistics.pdf new file mode 100644 index 0000000..7d706aa Binary files /dev/null and b/fa/refresher-probabilities-statistics.pdf differ diff --git a/fa/super-cheatsheet-machine-learning.pdf b/fa/super-cheatsheet-machine-learning.pdf new file mode 100644 index 0000000..87e347d Binary files /dev/null and b/fa/super-cheatsheet-machine-learning.pdf differ diff --git a/fr/LICENSE b/fr/LICENSE new file mode 100644 index 0000000..70705ea --- /dev/null +++ b/fr/LICENSE @@ -0,0 +1,21 @@ +MIT License + +Copyright (c) 2018 Afshine Amidi and Shervine Amidi + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. diff --git a/fr/README.md b/fr/README.md new file mode 100644 index 0000000..7393d74 --- /dev/null +++ b/fr/README.md @@ -0,0 +1,31 @@ +# Pense-bêtes de Machine Learning pour CS 229 de Stanford +Disponible en [العربية](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/ar) - [English](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/en) - [Español](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/es) - [فارسی](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/fa) - **Français** - [한국어](https://stanford.edu/~shervine/l/ko/teaching/cs-229/cheatsheet-machine-learning-tips-and-tricks) - [Português](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/pt) - [Türkçe](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/tr) - [Tiếng Việt](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/vi) - [简中](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/zh) - [繁中](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/zh-tw) + +## But +Ce repo a pour but de résumer toutes les notions importantes du cours de Machine Learning (CS 229) de Stanford, et inclut en particulier : +- **Rappels** de mathématiques qui soulignent les **pré-requis du cours**. +- **Pense-bêtes pour chaque domaine de Machine Learning**, accompagné d'une fiche de petites astuces, utile lorsque vous construisez un modèle en pratique. +- Tous les éléments ci-dessus **compilés**, à avoir avec vous tout le temps ! + +## Contenu +#### Pense-bêtes VIP +|Illustration|Illustration|Illustration|Illustration| +|:--:|:--:|:--:|:--:| +|Apprentissage supervisé|Apprentissage non-supervisé|Apprentissage profond|Petites astuces| + +#### Rappels VIP +|Illustration|Illustration| +|:--:|:--:| +|Probabilités and Statistiques|Algèbre et Analyse| + + +#### Super Pense-bête VIP +|Illustration| +|:--:| +|Tous les concepts rassemblés à un seul endroit| + +## Site +Les fiches sont aussi disponibles sur un [site dedié](https://stanford.edu/~shervine/l/fr/teaching/cs-229), de manière à ce que vous puissiez les parcourir à partir de n'importe quel appareil. + +## Auteurs +[Afshine Amidi](https://twitter.com/afshinea) (Ecole Centrale Paris, MIT) et [Shervine Amidi](https://twitter.com/shervinea) (Ecole Centrale Paris, Stanford University) diff --git a/fr/pense-bete-apprentissage-non-supervise.pdf b/fr/pense-bete-apprentissage-non-supervise.pdf new file mode 100644 index 0000000..20892bc Binary files /dev/null and b/fr/pense-bete-apprentissage-non-supervise.pdf differ diff --git a/fr/pense-bete-apprentissage-profond.pdf b/fr/pense-bete-apprentissage-profond.pdf new file mode 100644 index 0000000..6da8aa0 Binary files /dev/null and b/fr/pense-bete-apprentissage-profond.pdf differ diff --git a/fr/pense-bete-apprentissage-supervise.pdf b/fr/pense-bete-apprentissage-supervise.pdf new file mode 100644 index 0000000..b287f15 Binary files /dev/null and b/fr/pense-bete-apprentissage-supervise.pdf differ diff --git a/fr/pense-bete-machine-learning-petites-astuces.pdf b/fr/pense-bete-machine-learning-petites-astuces.pdf new file mode 100644 index 0000000..31ca75b Binary files /dev/null and b/fr/pense-bete-machine-learning-petites-astuces.pdf differ diff --git a/fr/rappels-algebre-analyse.pdf b/fr/rappels-algebre-analyse.pdf new file mode 100644 index 0000000..d3aecd3 Binary files /dev/null and b/fr/rappels-algebre-analyse.pdf differ diff --git a/fr/rappels-probabilites-statistiques.pdf b/fr/rappels-probabilites-statistiques.pdf new file mode 100644 index 0000000..0a29d7a Binary files /dev/null and b/fr/rappels-probabilites-statistiques.pdf differ diff --git a/fr/super-pense-bete-machine-learning.pdf b/fr/super-pense-bete-machine-learning.pdf new file mode 100644 index 0000000..9595a29 Binary files /dev/null and b/fr/super-pense-bete-machine-learning.pdf differ diff --git a/pt/LICENSE b/pt/LICENSE new file mode 100644 index 0000000..70705ea --- /dev/null +++ b/pt/LICENSE @@ -0,0 +1,21 @@ +MIT License + +Copyright (c) 2018 Afshine Amidi and Shervine Amidi + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. diff --git a/pt/README.md b/pt/README.md new file mode 100644 index 0000000..ca5ac55 --- /dev/null +++ b/pt/README.md @@ -0,0 +1,24 @@ +# Dicas de Machine Learning (CS 229 Stanford) +Disponível em [العربية](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/ar) - [English](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/en) - [Español](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/es) - [فارسی](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/fa) - [Français](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/fr) - [한국어](https://stanford.edu/~shervine/l/ko/teaching/cs-229/cheatsheet-machine-learning-tips-and-tricks) - **Português** - [Türkçe](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/tr) - [Tiếng Việt](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/vi) - [简中](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/zh) - [繁中](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/zh-tw) + +## Conteúdo +#### Dicas VIP +|Illustration|Illustration|Illustration|Illustration| +|:--:|:--:|:--:|:--:| +|Aprendizado supervisionado|Aprendizado não supervisionado|Aprendizado profundo|Dicas e truques| + +#### Revisão VIP +|Illustration|Illustration| +|:--:|:--:| +|Probabilidades e estatística|Álgebra e cálculo| + +#### Super dica VIP +|Illustration| +|:--:| +|Tudo| + +## Autores +[Afshine Amidi](https://twitter.com/afshinea) (Ecole Centrale Paris, MIT) e [Shervine Amidi](https://twitter.com/shervinea) (Ecole Centrale Paris, Stanford University) + +## Tradutores +Gabriel Fonseca, Leticia Portella, Fernando Santos, Flavio Clesio, Tiago Danin diff --git a/pt/dicas-aprendizado-nao-supervisionado.pdf b/pt/dicas-aprendizado-nao-supervisionado.pdf new file mode 100644 index 0000000..1233004 Binary files /dev/null and b/pt/dicas-aprendizado-nao-supervisionado.pdf differ diff --git a/pt/dicas-aprendizado-profundo.pdf b/pt/dicas-aprendizado-profundo.pdf new file mode 100644 index 0000000..3f8f433 Binary files /dev/null and b/pt/dicas-aprendizado-profundo.pdf differ diff --git a/pt/dicas-aprendizado-supervisionado.pdf b/pt/dicas-aprendizado-supervisionado.pdf new file mode 100644 index 0000000..be8c175 Binary files /dev/null and b/pt/dicas-aprendizado-supervisionado.pdf differ diff --git a/pt/dicas-truques-aprendizado-maquina.pdf b/pt/dicas-truques-aprendizado-maquina.pdf new file mode 100644 index 0000000..a5a01c4 Binary files /dev/null and b/pt/dicas-truques-aprendizado-maquina.pdf differ diff --git a/pt/revisao-algebra-linear-calculo.pdf b/pt/revisao-algebra-linear-calculo.pdf new file mode 100644 index 0000000..84decab Binary files /dev/null and b/pt/revisao-algebra-linear-calculo.pdf differ diff --git a/pt/revisao-probabilidades-estatistica.pdf b/pt/revisao-probabilidades-estatistica.pdf new file mode 100644 index 0000000..e4e2dc6 Binary files /dev/null and b/pt/revisao-probabilidades-estatistica.pdf differ diff --git a/pt/super-dicas-machine-learning.pdf b/pt/super-dicas-machine-learning.pdf new file mode 100644 index 0000000..edfa51c Binary files /dev/null and b/pt/super-dicas-machine-learning.pdf differ diff --git a/tr/LICENSE b/tr/LICENSE new file mode 100644 index 0000000..ccf44cd --- /dev/null +++ b/tr/LICENSE @@ -0,0 +1,21 @@ +MIT License + +Copyright (c) 2019 Afshine Amidi and Shervine Amidi + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. diff --git a/tr/README.md b/tr/README.md new file mode 100644 index 0000000..61b953e --- /dev/null +++ b/tr/README.md @@ -0,0 +1,27 @@ +# Makine Öğrenimi El Kitabı (Stanford CS 229) + +Içinde mevcut [العربية](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/ar) - [English](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/en) - [Español](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/es) - [فارسی](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/fa) - [Français](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/fr) - [한국어](https://stanford.edu/~shervine/l/ko/teaching/cs-229/cheatsheet-machine-learning-tips-and-tricks) - [Português](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/pt) - **Türkçe** - [Tiếng Việt](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/vi) - [简中](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/zh) - [繁中](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/zh-tw) + +## Içindekiler +#### El Kitabı VIP +|Illustration|Illustration|Illustration|Illustration| +|:--:|:--:|:--:|:--:| +|Gözetimli Öğrenme|Gözetimsiz Öğrenme|Derin Öğrenme|Ipuçları ve püf noktaları| + +#### Hatırlatma VIP +|Illustration|Illustration| +|:--:|:--:| +|Olasılık ve İstatistik|Doğrusal Cebir ve Kalkülüs| + + +#### El Kitabı Super VIP +|Illustration| +|---| + + +## Yazarlar +[Afshine Amidi](https://twitter.com/afshinea) (Ecole Centrale Paris, MIT) ve [Shervine Amidi](https://twitter.com/shervinea) (Ecole Centrale Paris, Stanford University) + + +## Tercümanlar +Başak Buluz, Ayyüce Kızrak, Yavuz Kömeçoğlu, Ekrem Çetinkaya, Omer Bukte, Seray Beşer ve Kadir Tekeli diff --git a/tr/cheatsheet-deep-learning.pdf b/tr/cheatsheet-deep-learning.pdf new file mode 100644 index 0000000..b18d070 Binary files /dev/null and b/tr/cheatsheet-deep-learning.pdf differ diff --git a/tr/cheatsheet-machine-learning-tips-and-tricks.pdf b/tr/cheatsheet-machine-learning-tips-and-tricks.pdf new file mode 100644 index 0000000..0e84154 Binary files /dev/null and b/tr/cheatsheet-machine-learning-tips-and-tricks.pdf differ diff --git a/tr/cheatsheet-supervised-learning.pdf b/tr/cheatsheet-supervised-learning.pdf new file mode 100644 index 0000000..7ff0fb2 Binary files /dev/null and b/tr/cheatsheet-supervised-learning.pdf differ diff --git a/tr/cheatsheet-unsupervised-learning.pdf b/tr/cheatsheet-unsupervised-learning.pdf new file mode 100644 index 0000000..d11df65 Binary files /dev/null and b/tr/cheatsheet-unsupervised-learning.pdf differ diff --git a/tr/refresher-algebra-calculus.pdf b/tr/refresher-algebra-calculus.pdf new file mode 100644 index 0000000..2613dce Binary files /dev/null and b/tr/refresher-algebra-calculus.pdf differ diff --git a/tr/refresher-probabilities-statistics.pdf b/tr/refresher-probabilities-statistics.pdf new file mode 100644 index 0000000..317686e Binary files /dev/null and b/tr/refresher-probabilities-statistics.pdf differ diff --git a/tr/super-cheatsheet-machine-learning.pdf b/tr/super-cheatsheet-machine-learning.pdf new file mode 100644 index 0000000..2396229 Binary files /dev/null and b/tr/super-cheatsheet-machine-learning.pdf differ diff --git a/vi/LICENSE b/vi/LICENSE new file mode 100644 index 0000000..70705ea --- /dev/null +++ b/vi/LICENSE @@ -0,0 +1,21 @@ +MIT License + +Copyright (c) 2018 Afshine Amidi and Shervine Amidi + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. diff --git a/vi/README.md b/vi/README.md new file mode 100644 index 0000000..d694757 --- /dev/null +++ b/vi/README.md @@ -0,0 +1,27 @@ +# Học máy cheatsheets (Stanford CS 229) + +Có sẵn bằng [العربية](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/ar) - [English](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/en) - [Español](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/es) - [فارسی](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/fa) - [Français](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/fr) - [한국어](https://stanford.edu/~shervine/l/ko/teaching/cs-229/cheatsheet-machine-learning-tips-and-tricks) - [Português](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/pt) - [Türkçe](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/tr) - **Tiếng Việt** - [简中](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/zh) - [繁中](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/zh-tw) + +## Nội dung +#### VIP cheatsheets +|Illustration|Illustration|Illustration|Illustration| +|:--:|:--:|:--:|:--:| +|Học có giám sát|Học không giám sát|Học sâu|Các mẹo và thủ thuật| + +#### VIP refreshers +|Illustration|Illustration| +|:--:|:--:| +|Xác suất và Thống kê cơ bản|Đại số tuyến tính và Giải tích cơ bản| + + +#### Super VIP cheatsheet +|Illustration| +|---| + + +## Các tác giả +[Afshine Amidi](https://twitter.com/afshinea) (Ecole Centrale Paris, Viện Công nghệ Massachusetts) và [Shervine Amidi](https://twitter.com/shervinea) (Ecole Centrale Paris, Đại học Stanford) + + +## Dịch thuật +Trần Tuấn Anh, Hoàng Vũ Đạt, Nguyễn Khánh Hưng, Nguyễn Trí Minh, Hung Nguyễn, Vinh Pham, Đàm Minh Tiến, Hoàng Minh Tuấn và Phạm Hồng Vinh diff --git a/vi/cheatsheet-deep-learning.pdf b/vi/cheatsheet-deep-learning.pdf new file mode 100644 index 0000000..37bcf07 Binary files /dev/null and b/vi/cheatsheet-deep-learning.pdf differ diff --git a/vi/cheatsheet-machine-learning-tips-and-tricks.pdf b/vi/cheatsheet-machine-learning-tips-and-tricks.pdf new file mode 100644 index 0000000..077cc7a Binary files /dev/null and b/vi/cheatsheet-machine-learning-tips-and-tricks.pdf differ diff --git a/vi/cheatsheet-supervised-learning.pdf b/vi/cheatsheet-supervised-learning.pdf new file mode 100644 index 0000000..97be44a Binary files /dev/null and b/vi/cheatsheet-supervised-learning.pdf differ diff --git a/vi/cheatsheet-unsupervised-learning.pdf b/vi/cheatsheet-unsupervised-learning.pdf new file mode 100644 index 0000000..7a6fd3b Binary files /dev/null and b/vi/cheatsheet-unsupervised-learning.pdf differ diff --git a/vi/refresher-algebra-calculus.pdf b/vi/refresher-algebra-calculus.pdf new file mode 100644 index 0000000..dbb0a82 Binary files /dev/null and b/vi/refresher-algebra-calculus.pdf differ diff --git a/vi/refresher-probabilities-statistics.pdf b/vi/refresher-probabilities-statistics.pdf new file mode 100644 index 0000000..cb1bd88 Binary files /dev/null and b/vi/refresher-probabilities-statistics.pdf differ diff --git a/vi/super-cheatsheet-machine-learning.pdf b/vi/super-cheatsheet-machine-learning.pdf new file mode 100644 index 0000000..891541a Binary files /dev/null and b/vi/super-cheatsheet-machine-learning.pdf differ diff --git a/zh-tw/LICENSE b/zh-tw/LICENSE new file mode 100644 index 0000000..70705ea --- /dev/null +++ b/zh-tw/LICENSE @@ -0,0 +1,21 @@ +MIT License + +Copyright (c) 2018 Afshine Amidi and Shervine Amidi + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. diff --git a/zh-tw/README.md b/zh-tw/README.md new file mode 100644 index 0000000..ad7d616 --- /dev/null +++ b/zh-tw/README.md @@ -0,0 +1,19 @@ +# 機器學習 (CS 229 Stanford) +可得到 [العربية](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/ar) - [English](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/en) - [Español](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/es) - [فارسی](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/fa) - [Français](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/fr) - [한국어](https://stanford.edu/~shervine/l/ko/teaching/cs-229/cheatsheet-machine-learning-tips-and-tricks) - [Português](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/pt) - [Türkçe](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/tr) - [Tiếng Việt](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/vi) - [简中](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/zh) - **繁中** + +## 內容 +#### VIP Cheatsheets +|Illustration|Illustration|Illustration|Illustration| +|:--:|:--:|:--:|:--:| +|監督學習|無監督學習|深度學習|機器學習技巧和秘訣| + +#### VIP Refreshers +|Illustration|Illustration| +|:--:|:--:| +|概率和統計|線性代數和微積分| + +## 作者 +[Afshine Amidi](https://twitter.com/afshinea) (Ecole Centrale Paris, MIT) 和 [Shervine Amidi](https://twitter.com/shervinea) (Ecole Centrale Paris, Stanford University) + +## 譯者 +kevingo, TobyOoO, kentropy, 詹志傑, imironhead, 徐承漢 和 Miyaya diff --git a/zh-tw/cheatsheet-deep-learning.pdf b/zh-tw/cheatsheet-deep-learning.pdf new file mode 100644 index 0000000..048321b Binary files /dev/null and b/zh-tw/cheatsheet-deep-learning.pdf differ diff --git a/zh-tw/cheatsheet-machine-learning-tips-and-tricks.pdf b/zh-tw/cheatsheet-machine-learning-tips-and-tricks.pdf new file mode 100644 index 0000000..6760bad Binary files /dev/null and b/zh-tw/cheatsheet-machine-learning-tips-and-tricks.pdf differ diff --git a/zh-tw/cheatsheet-supervised-learning.pdf b/zh-tw/cheatsheet-supervised-learning.pdf new file mode 100644 index 0000000..63135f7 Binary files /dev/null and b/zh-tw/cheatsheet-supervised-learning.pdf differ diff --git a/zh-tw/cheatsheet-unsupervised-learning.pdf b/zh-tw/cheatsheet-unsupervised-learning.pdf new file mode 100644 index 0000000..03fdd05 Binary files /dev/null and b/zh-tw/cheatsheet-unsupervised-learning.pdf differ diff --git a/zh-tw/refresher-algebra-calculus.pdf b/zh-tw/refresher-algebra-calculus.pdf new file mode 100644 index 0000000..67e1b2f Binary files /dev/null and b/zh-tw/refresher-algebra-calculus.pdf differ diff --git a/zh-tw/refresher-probabilities-statistics.pdf b/zh-tw/refresher-probabilities-statistics.pdf new file mode 100644 index 0000000..d437ea6 Binary files /dev/null and b/zh-tw/refresher-probabilities-statistics.pdf differ diff --git a/zh-tw/super-cheatsheet-machine-learning.pdf b/zh-tw/super-cheatsheet-machine-learning.pdf new file mode 100644 index 0000000..94a8baf Binary files /dev/null and b/zh-tw/super-cheatsheet-machine-learning.pdf differ diff --git a/zh/LICENSE b/zh/LICENSE new file mode 100644 index 0000000..70705ea --- /dev/null +++ b/zh/LICENSE @@ -0,0 +1,21 @@ +MIT License + +Copyright (c) 2018 Afshine Amidi and Shervine Amidi + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. diff --git a/zh/README.md b/zh/README.md new file mode 100644 index 0000000..1ac3d94 --- /dev/null +++ b/zh/README.md @@ -0,0 +1,19 @@ +# 机器学习 (CS 229 Stanford) +可得到 [العربية](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/ar) - [English](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/en) - [Español](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/es) - [فارسی](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/fa) - [Français](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/fr) - [한국어](https://stanford.edu/~shervine/l/ko/teaching/cs-229/cheatsheet-machine-learning-tips-and-tricks) - [Português](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/pt) - [Türkçe](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/tr) - [Tiếng Việt](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/vi) - **简中** - [繁中](https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/zh-tw) + +## 内容 +#### VIP Cheatsheets +|Illustration|Illustration|Illustration|Illustration| +|:--:|:--:|:--:|:--:| +|监督学习|无监督学习|深度学习|机器学习技巧和秘诀| + +#### VIP Refreshers +|Illustration|Illustration| +|:--:|:--:| +|概率和统计|线性代数和微积分| + +## 作者 +[Afshine Amidi](https://twitter.com/afshinea) (Ecole Centrale Paris, MIT) 和 [Shervine Amidi](https://twitter.com/shervinea) (Ecole Centrale Paris, Stanford University) + +## 译者 +Wang Hongnian, Xiaohu Zhu, Chaoying Xue diff --git a/zh/cheatsheet-deep-learning.pdf b/zh/cheatsheet-deep-learning.pdf new file mode 100644 index 0000000..d9fad24 Binary files /dev/null and b/zh/cheatsheet-deep-learning.pdf differ diff --git a/zh/cheatsheet-machine-learning-tips-and-tricks.pdf b/zh/cheatsheet-machine-learning-tips-and-tricks.pdf new file mode 100644 index 0000000..48b4a9b Binary files /dev/null and b/zh/cheatsheet-machine-learning-tips-and-tricks.pdf differ diff --git a/zh/cheatsheet-supervised-learning.pdf b/zh/cheatsheet-supervised-learning.pdf new file mode 100644 index 0000000..f9bf46c Binary files /dev/null and b/zh/cheatsheet-supervised-learning.pdf differ diff --git a/zh/cheatsheet-unsupervised-learning.pdf b/zh/cheatsheet-unsupervised-learning.pdf new file mode 100644 index 0000000..6711d5a Binary files /dev/null and b/zh/cheatsheet-unsupervised-learning.pdf differ diff --git a/zh/refresher-algebra-calculus.pdf b/zh/refresher-algebra-calculus.pdf new file mode 100644 index 0000000..c60d472 Binary files /dev/null and b/zh/refresher-algebra-calculus.pdf differ diff --git a/zh/refresher-probabilities-statistics.pdf b/zh/refresher-probabilities-statistics.pdf new file mode 100644 index 0000000..c47f247 Binary files /dev/null and b/zh/refresher-probabilities-statistics.pdf differ