數學/統計相關筆記

https://www.notion.so/676c76fa40a34617a2f65482d3ec72d7

線性代數

微積分

1. 微分

統計

機率

MLE maximun likelihood estimation

MAE maximun a posteriori estimation

1. 期望值

2. 方差

3. 協方差

4. 相關係數

5. 白努利分佈 Bernoulli Distribution

6. 兩項式分佈 Binomial Distribution

7. 多項式分佈 Multinomial Distribution

8. 常態分佈

9. 中央極限定理

信息論

1. 自信息

2. 香農熵 Shannon Entropy

3. KL散度 Kullback-Leibler Divergence

4. 交叉熵 Cross Entropy

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重度自學成癮者。國樂團指揮/笙樂手/機器學習/深度學習

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