# Introduction

## Wiki of Deep Learning / Machine Learning

### Machine Learning

**Deep Learning for Perception**

* [DL Courses](https://github.com/ykkimhgu/gitbook_docs/blob/master/deep-learning-for-perception/dl_intro/README.md)
  * [Recommended Courses](https://github.com/ykkimhgu/gitbook_docs/blob/master/deep-learning-for-perception/dl_intro/dl_courses.md)
  * [Resources](https://github.com/ykkimhgu/gitbook_docs/blob/master/deep-learning-for-perception/dl_intro/resources.md)
  * [Tutorial](https://github.com/ykkimhgu/gitbook_docs/blob/master/deep-learning-for-perception/dl_intro/tutorial.md)
* [Deep Learning Papers](https://github.com/ykkimhgu/gitbook_docs/blob/master/deep-learning-for-perception/deep-learning-papers.md)
* [Deep Learning Case Study](https://github.com/ykkimhgu/gitbook_docs/blob/master/deep-learning-for-perception/deep-learning-case-study/README.md)
  * [Anomaly Detection in Time Series](https://github.com/ykkimhgu/gitbook_docs/blob/master/deep-learning-for-perception/deep-learning-case-study/anomaly-detection-in-time-series.md)
  * [Face Eye Lip Detection](https://github.com/ykkimhgu/gitbook_docs/blob/master/deep-learning-for-perception/deep-learning-case-study/face-eye-lip-detection.md)

### Deep Learning Framework

* [TensorFlow](https://github.com/ykkimhgu/gitbook_docs/blob/master/deep-learning-framework/tensorflow/README.md)
  * [Install](https://github.com/ykkimhgu/gitbook_docs/blob/master/deep-learning-framework/tensorflow/install_tf.md)
  * [Cheat Sheet](https://github.com/ykkimhgu/gitbook_docs/blob/master/deep-learning-framework/tensorflow/install_tf-1.md)
  * [Tutorial](https://github.com/ykkimhgu/gitbook_docs/blob/master/deep-learning-framework/tensorflow/install_tf-2.md)
* [Keras](https://github.com/ykkimhgu/gitbook_docs/blob/master/deep-learning-framework/keras/README.md)
  * [Cheat Sheet](https://github.com/ykkimhgu/gitbook_docs/blob/master/deep-learning-framework/keras/cheatsheet-keras.md)
  * [Tutorial Keras](https://github.com/ykkimhgu/gitbook_docs/blob/master/deep-learning-framework/keras/tutorial-keras.md)
* [PyTorch](https://github.com/ykkimhgu/gitbook_docs/blob/master/deep-learning-framework/pytorch/README.md)
  * [Install](https://github.com/ykkimhgu/gitbook_docs/blob/master/deep-learning-framework/pytorch/install_py.md)
  * [Cheat Sheet](https://github.com/ykkimhgu/gitbook_docs/blob/master/deep-learning-framework/pytorch/cheatsheet-py.md)
  * [Tutorial](https://github.com/ykkimhgu/gitbook_docs/blob/master/deep-learning-framework/pytorch/tutorial-py.md)

### Programming DL

* [Python](https://github.com/ykkimhgu/gitbook_docs/blob/master/programming-dl/python/README.md)
  * [Install](https://github.com/ykkimhgu/gitbook_docs/blob/master/programming-dl/python/install.md)
  * [Cheat Sheet](https://github.com/ykkimhgu/gitbook_docs/blob/master/programming-dl/python/cheat-sheet.md)
  * [Tips](https://github.com/ykkimhgu/gitbook_docs/blob/master/programming-dl/python/tips.md)
* [OpenCV](https://github.com/ykkimhgu/gitbook_docs/blob/master/programming-dl/opencv/README.md)
  * [MATLAB-OpenCV](https://github.com/ykkimhgu/gitbook_docs/blob/master/programming-dl/opencv/matlab-opencv.md)
* [DL Library](https://github.com/ykkimhgu/gitbook_docs/blob/master/programming-dl/dl-library-tools/README.md)
  * [NumPy](https://github.com/ykkimhgu/gitbook_docs/blob/master/programming-dl/dl-library-tools/underconstruction-4/README.md)
    * [Install](https://github.com/ykkimhgu/gitbook_docs/blob/master/programming-dl/dl-library-tools/underconstruction-4/underconstruction.md)
    * [How to use](https://github.com/ykkimhgu/gitbook_docs/blob/master/programming-dl/dl-library-tools/underconstruction-4/underconstruction-1.md)
  * [SciPy, scikit-learn](https://github.com/ykkimhgu/gitbook_docs/blob/master/programming-dl/dl-library-tools/underconstruction-5/README.md)
    * [Install](https://github.com/ykkimhgu/gitbook_docs/blob/master/programming-dl/dl-library-tools/underconstruction-5/underconstruction.md)
    * [How to use](https://github.com/ykkimhgu/gitbook_docs/blob/master/programming-dl/dl-library-tools/underconstruction-5/underconstruction-1.md)
  * [MATPlot](https://github.com/ykkimhgu/gitbook_docs/blob/master/programming-dl/dl-library-tools/underconstruction-3/README.md)
    * [Install](https://github.com/ykkimhgu/gitbook_docs/blob/master/programming-dl/dl-library-tools/underconstruction-3/underconstruction.md)
    * [How to use](https://github.com/ykkimhgu/gitbook_docs/blob/master/programming-dl/dl-library-tools/underconstruction-3/underconstruction-1.md)
  * [Pandas](https://github.com/ykkimhgu/gitbook_docs/blob/master/programming-dl/dl-library-tools/underconstruction-2/README.md)
    * [Install](https://github.com/ykkimhgu/gitbook_docs/blob/master/programming-dl/dl-library-tools/underconstruction-2/underconstruction.md)
    * [How to use](https://github.com/ykkimhgu/gitbook_docs/blob/master/programming-dl/dl-library-tools/underconstruction-2/underconstruction-1.md)
  * [Anaconda](https://github.com/ykkimhgu/gitbook_docs/blob/master/programming-dl/dl-library-tools/underconstruction-1/README.md)
    * [Install](https://github.com/ykkimhgu/gitbook_docs/blob/master/programming-dl/dl-library-tools/underconstruction-1/underconstruction.md)
    * [How to use](https://github.com/ykkimhgu/gitbook_docs/blob/master/programming-dl/dl-library-tools/underconstruction-1/underconstruction-1.md)
  * [Git\_Github](https://github.com/ykkimhgu/gitbook_docs/blob/master/programming-dl/dl-library-tools/underconstruction/README.md)
    * [Install](https://github.com/ykkimhgu/gitbook_docs/blob/master/programming-dl/dl-library-tools/underconstruction/underconstruction.md)
    * [How to use](https://github.com/ykkimhgu/gitbook_docs/blob/master/programming-dl/dl-library-tools/underconstruction/underconstruction-1.md)
* [IDE](https://github.com/ykkimhgu/gitbook_docs/blob/master/programming-dl/ide/README.md)
  * [Google Codelab](https://github.com/ykkimhgu/gitbook_docs/blob/master/programming-dl/ide/colab/README.md)
    * [Install](https://github.com/ykkimhgu/gitbook_docs/blob/master/programming-dl/ide/colab/install-colab.md)
    * [Setup](https://github.com/ykkimhgu/gitbook_docs/blob/master/programming-dl/ide/colab/setup-colab.md)
    * [How to use](https://github.com/ykkimhgu/gitbook_docs/blob/master/programming-dl/ide/colab/example-colab.md)
  * [Visual Studio Code](https://github.com/ykkimhgu/gitbook_docs/blob/master/programming-dl/ide/vscode/README.md)
    * [Install](https://github.com/ykkimhgu/gitbook_docs/blob/master/programming-dl/ide/vscode/install-vscode.md)
    * [Setup](https://github.com/ykkimhgu/gitbook_docs/blob/master/programming-dl/ide/vscode/setup-vscode.md)
    * [How to use](https://github.com/ykkimhgu/gitbook_docs/blob/master/programming-dl/ide/vscode/example-vscode.md)
  * [Jupyter Notebook](https://github.com/ykkimhgu/gitbook_docs/blob/master/programming-dl/ide/jupyter/README.md)
    * [Install](https://github.com/ykkimhgu/gitbook_docs/blob/master/programming-dl/ide/jupyter/intall-jupyter.md)
    * [How to use](https://github.com/ykkimhgu/gitbook_docs/blob/master/programming-dl/ide/jupyter/example-jupyter.md)

### Simulator

* [CARLA](https://ykkim.gitbook.io/wiki/simulator/carla)
* [Airsim](https://ykkim.gitbook.io/wiki/simulator/airsim)
  * [Setup](https://ykkim.gitbook.io/wiki/simulator/airsim/setup)
  * [Tutorial](https://ykkim.gitbook.io/wiki/simulator/airsim/tutorial)
    * [T#1](https://ykkim.gitbook.io/wiki/simulator/airsim/tutorial/tutorial_use_precompiled)
    * [T#2](https://ykkim.gitbook.io/wiki/simulator/airsim/tutorial/tutorial_block)
    * [T#3: Opencv CPP](https://ykkim.gitbook.io/wiki/simulator/airsim/tutorial/tutorial_opencv_cpp)
    * [T#4: Opencv Py](https://ykkim.gitbook.io/wiki/simulator/airsim/tutorial/tutorial_opencv_py)
    * [Untitled](https://ykkim.gitbook.io/wiki/simulator/airsim/tutorial/untitled)
    * [T#5: End2End Driving](https://ykkim.gitbook.io/wiki/simulator/airsim/tutorial/tutorial_end_to_end_driving)

### Resources

* [Useful Resources](https://ykkim.gitbook.io/wiki/resources/useful-resources)
* [Github](https://github.com/ykkimhgu)
