NAIAHD

아래 내용은 Udemy에서 Pytorch: Deep Learning and Artificial Intelligence를 보고 정리한 내용이다.

tensorflow install:

sudo pip install tensorflow

download anaconda

pip install --upgrade pandas theano

pip install tensorflow

pip install keras

NVIDIA GPU

CUDA

CuDNN

at least four giga

pip install tensorflow

pip install tensorflow-gpu

tf.test.is_gpu_available()

cpu/gpu torch

pip install torch

pip install keras

How to Code Yourself

Techniques <-> practice

fit(X,y)

prediction(X)

which parts did I get right?

which parts did I get Wrong?

jupyter notebook

deeplearningcourses.com/catalog

text

images

vanishing gradients 어디서 생기는지 ?

RNN -> text

regression 

classification

ensumble machine learning

random forest and a boost