2017-03-02

學習筆記►Python

Keras,theano 安裝紀錄

前言

花了好久才灌好，也不知道是因為在 windows 還是甚麼原因…

Read More !

2017-02-26

學習筆記►Python

Deep Learning Prerequisites - Notes

Deep Learning Prerequisites: The Numpy Stack in Python

在 udemy 上的一個免費課程，稍微記一下練習的程式碼。

https://www.udemy.com/deep-learning-prerequisites-the-numpy-stack-in-python/learn/v4/overview

Read More !

2017-02-26

學習筆記►ML(Hung-yi Lee)

Machine Learning - L9 Notes

Hello world of deep learning (L9)

看投影片前面有介紹 Keras 可惜影片中沒看到…

Read More !

2017-02-24

學習筆記►ML(Hung-yi Lee)

Machine Learning - L8 Notes

Backpropagation (L8)

Read More !

2017-02-23

學習筆記►ML(Hung-yi Lee)

Machine Learning - L7 Notes

Brief Introduction of Deep Learning (L7)

大致講解 Deep learning，詳細可參考之前筆記 Deep and Structured L1~L2 。

Read More !

2017-01-21

學習筆記►ML(Hung-yi Lee)

Machine Learning - L6 Notes

Classification: Logistic Regression (L6)

另一種方法。

Read More !

2017-01-20

學習筆記►ML(Hung-yi Lee)

Machine Learning - L5 Notes

前言

特別說明一下，這一篇實在是寫得很無力，很多地方是一頭霧水的…
只能開學再問問了。

Read More !

2017-01-19

學習筆記►ML(Hung-yi Lee)

Machine Learning - L4 Notes

Where does the error come from (L4)

Error 的來源主要來自 bias 和 variance 。
這部分跟機率有點關，可能要再回去複習機率了嗚嗚…

Read More !

2017-01-17

學習筆記►ML(Hung-yi Lee)

Machine Learning - L1~L3 Notes

前言

同樣是李宏毅教授的課程 Machine Learning (2016,Fall)。
稍作簡易筆記。

Read More !

2016-10-01

學習筆記►ML(Hung-yi Lee)

Deep and Structured - L2 Notes(下)

Neural Network (Basic Ideas)

Read More !

NaiveRed's Blog

Don't Panic!

Keras,theano 安裝紀錄

前言

Deep Learning Prerequisites - Notes

Deep Learning Prerequisites: The Numpy Stack in Python

Machine Learning - L9 Notes

Hello world of deep learning (L9)

Machine Learning - L8 Notes

Backpropagation (L8)

Machine Learning - L7 Notes

Brief Introduction of Deep Learning (L7)

Machine Learning - L6 Notes

Classification: Logistic Regression (L6)

Machine Learning - L5 Notes

前言

Machine Learning - L4 Notes

Where does the error come from (L4)

Machine Learning - L1~L3 Notes

前言

Deep and Structured - L2 Notes(下)

Neural Network (Basic Ideas)