jane0901/machine-learning

Hi 👋, I'm Jane

Languages and Tools

machine-learning's Issues

RStudio Addin sharing

1. Offiical tutorial

https://rstudio.github.io/rstudioaddins/

2. Useful Addin list GUI: addinslist

• beautifyR

• ggExtra

show the marginal graph on the certain axis of a scatter plot

• RStudio-Addin-Snippets

• ggthemeassist

customize your ggplot graph more wisely with a GUI assist

• citr

Better integration with bibtex, or the reference

• mufflr

just see the demo. awesome!

• remedy

no more md syntax all in hand XD

• Add GIFs

• datasets.load

• xaringan inifinte_moon_reader

• radiant : A Shiny interface for business analytics in R (which will takes more time to figure out) video

• wordcountaddin: maybe it worth a try with medium writing link

Discussion about Python on RStudio

CH3

1. tensor是什麼意思？什麼意思？
2. Dense layer跟所謂的機率分配有關嗎？

suppose to be! If you are doing a multi-classes classfication the final output will be layout.Dense(N, ....). the N result has its own probability distribution, and the sum of them is 1

3.3

Mac可以用其GPU建立自己的local workstation嗎？

3.4

The Help in RStudio still work for certain Python function?

configure and complie, are they different in ML field?

what for the validation set (有點忘了，先記著）

validation set 就是訓練模型過程中，用來檢測模型表現的那些樣本（事先從traning data再分出一定比例），若樣本不夠大的話，會用K-Fold Validation來變通，最後將結果進行平均，作為最後模型訓練結果的觀察。

x_train[10000:] 中括號內是怎麼樣一個概念！？

Later on Ch7

何謂functional API?