Welcome to my blog column:
Dive into ML/DL!

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About me

	Name: Xiangguo Sun
	E-mail: [email protected]

I devote myself to dive into typical algorithms on machine learning and deep learning, especially the application in the area of User Portrait. In order to reach there, we need to do some research including but not limited to computational personality, user portrait, online social network, computational society, and ML/DL. In fact you can find the internal relashionships between these concepts:

In this blog column, I will introduce some typical algorithms used in OSNs(Online Social Networks), which means we will include NLP, NRL/NE, networks community, information diffusion, and individual recommendation system. Apparently, our ultimate target is to dive into user portrait , especially the issues on your personality analysis.

All essays listed below can be used for non-commercical intentions. You can scan the QR code below to donate me.

賞金將用於拉薩兒童圖書公益募捐
All donation will be used to the library of charity for children in Lhasa.社會公益，聽IT人的聲音
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Catalogue

The most popular blogs

深入淺出EM算法[hot]
關於奇異值以及奇異值分解SVD的思考[hot]
python 中文文本分類[hot]
特徵工程概述[hot]
kNN原理與實現[hot]
logistic迴歸[hot]
感知機實現Python[hot]
K-Means聚類算法原理[hot]

Keras and tensorflow

training deep learning model[hot]
keras深度訓練1:fit和callback[hot]
keras深度訓練2:訓練分析[hot]
keras深度訓練3：服務器連接[hot]
keras深度訓練4:GPU設置[hot]
keras深度訓練5: 斷點訓練[hot]

LDA
Beta分佈，二項分佈，Dirichlet分佈，多項式分佈新解[hot]
深入淺出LDA(1)[hot]
深入淺出LDA(2)[hot]
深入淺出LDA(3)
深入淺出LDA(4)

CNN
卷積神經網絡CNN理論到實踐[hot]
卷積神經網絡CNN理論到實踐(1)[hot]
卷積神經網絡CNN理論到實踐(2)[hot]
卷積神經網絡CNN理論到實踐(3)[hot]
卷積神經網絡CNN理論到實踐(4)[hot]
卷積神經網絡CNN理論到實踐(5)[hot]
卷積神經網絡CNN理論到實踐(6)[hot]
卷積神經網絡CNN理論到實踐(7)
卷積神經網絡CNN理論到實踐(8)

PGM
概率圖模型系列（更新至2017.11.15）[hot]
概率圖模型周邊
概率圖模型1：隱馬爾科夫(1)
概率圖模型2：隱馬爾科夫(2)
概率圖模型3：隱馬爾科夫(3)
概率圖模型4：貝葉斯網絡[hot]
概率圖模型5：無向圖入門[hot]
概率圖模型6：條件隨機場(1)
概率圖模型7：推理與流動
概率圖模型8：獨立性
概率圖模型9：貝葉斯網絡
概率圖模型9:d-分離算法[hot]
概率圖模型10:I-等價[hot]
概率圖模型11:Minimal I-Maps[hot]

Algorithm(undergraduate level)
python：從數據結構到高級算法(更新至2017.09.08)
高級算法日記1：摸底課
高級算法日記2：第1次課筆記
高級算法日記3：python數據結構之棧和隊列
高級算法日記4：第2次課筆記
高級算法日記4:查找與排序
高級算法日記5:二叉樹
高級算法日記6:表棧隊列
高級算法日記7：專題
高級算法日記8:圖(1)[hot]
高級算法日記9:圖(2)[hot]
高級算法日記10:圖(3)[hot]
高級算法日記11:圖(4)[hot]
高級算法日記12:圖(5)[hot]

Practice
Practice is essential both for researchers and engineers, the following is a Knowledge Graph of technologies that I’m interested in. Blogs here therefore, are mainly surrounded about them.