AI Resources - studiofu/brain GitHub Wiki

Resources

Install TensorFlow

https://medium.com/%E9%9B%9E%E9%9B%9E%E8%88%87%E5%85%94%E5%85%94%E7%9A%84%E5%B7%A5%E7%A8%8B%E4%B8%96%E7%95%8C/%E6%A9%9F%E5%99%A8%E5%AD%B8%E7%BF%92-ml-note-windows-%E6%90%AD%E5%BB%BAtensorflow-gpu-%E7%92%B0%E5%A2%83-anaconda-tensorflow-gpu-cuda-cudnn-a047c0f275f4

在Nvidia MX150的Win10安裝CUDA Toolkit, cuDNN, Python(anaconda), and Tensorflow

https://medium.com/@johnnyliao/%E5%9C%A8nvidia-mx150%E7%9A%84win10%E5%AE%89%E8%A3%9Dcuda-toolkit-cudnn-python-anaconda-and-tensorflow-91d4c447b60e

PyTorch

https://pytorch.org

Neural Network Tutorial

https://adventuresinmachinelearning.com/neural-networks-tutorial/

Convolutional Neural Network

https://adventuresinmachinelearning.com/convolutional-neural-networks-tutorial-in-pytorch/

A Step by Step Backpropagation Example

https://mattmazur.com/2015/03/17/a-step-by-step-backpropagation-example/

Logistic function

https://calculus.subwiki.org/wiki/Logistic_function

Explain PyTorch autograd function

https://www.jianshu.com/p/cbce2dd60120

PyTorch Tutorial

https://github.com/chenyuntc/pytorch-book

Change Jupyter Notebook Root Path

https://stackoverflow.com/questions/35254852/how-to-change-the-jupyter-start-up-folder

深度學習新手村：PyTorch入門

https://medium.com/pyladies-taiwan/%E6%B7%B1%E5%BA%A6%E5%AD%B8%E7%BF%92%E6%96%B0%E6%89%8B%E6%9D%91-pytorch%E5%85%A5%E9%96%80-511df3c1c025