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hands-on-dl's Introduction

手把手的深度學習實務

下載程式、投影片

  1. 請下載此 github 檔案建議開啟終端機 git clone https://github.com/twcmchang/hands-on-DL.git 或直接下載 zip 檔。
  2. 2018-12-03 投影片連結 here
  3. 台灣資料科學年會系列活動演講投影片 slideshare

課前準備: 安裝 Keras

  1. Python 建議安裝 python3.5+ 的版本。請依照各自的環境,參照下方安裝說明,安裝好所需要的 packages。
  2. 安裝 TensorFlow 請參考 TensorFlow 官網 https://www.tensorflow.org/install/
  3. 安裝 Keras 請參考 Keras 官網, https://keras.io/#installation
  4. 下載 https://github.com/fchollet/keras/blob/master/examples/mnist_mlp.py 這份範例程式並執行測試。
python mnist_mlp.py
  • 若能成功執行,表示安裝成功。
  • 所需套件整理如下:
pip install numpy scipy matplotlib scikit-learn pandas
pip install tensorflow
pip install keras
  • 由於作業系統環境因人而異,若有任何安裝上的問題,請不吝來信詢問: [email protected],謝謝大家的海涵,希望各位能在上課前完成安裝流程,謝謝!

若本機端未安裝成功,請使用 Goolge Colab

請參考: https://medium.com/deep-learning-turkey/google-colab-free-gpu-tutorial-e113627b9f5d

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