Math599_solution

Solutions to Math599 handouts

LAwithNumPy

01-Matrix-=-some-numbers
- 2021S by 陳泯儒, 陳姿霖, 賴昀, 林靖恩, 楊宗錡
- 2022S by 顧韻宜, 沈天佑, 蘇信維, 楊宜呈
- 2023S by 陳勃勳, 杜惟翔, 李明儒, 馬西歐
02-Matrix-=-some-row-vectors
- 2021S by 高英培, 徐浩雲, 林良埄, 羅祖佑, 顏廷維
- 2022S by 張瓊之, 郭培德, 吳宥漢, 葉修銘
- 2023S by 鄭博元, 許靜瑜, 王靖堯, 王湋婷
03-Matrix-=-some-column-vectors
- 2021S by 周柏呈, 李子陵, 劉彥均, 黃齡誼, 魏齊
- 2022S by 高念慈, 黃竑博, 黃暐洺
- 2023S by Jerry, 陸昱儒, Migel Sastrawan Sugiarto, 孫浩崴, 吳政緯
04-Matrix-=-some-action
- 2021S by 鄭凱鍠, 錢傳文, 蘇威全, 孫宥寬, 王楷帆
- 2022S by 陳宥嘉, 黃景瑄, 伍震宇, 楊孟軒
- 2023S by 郭丞恩, 謝宛臻, 唐聖育, 吳昱慶, 楊芷綺, 張瓊之
05-Solving-Ax-=-0
- 2021S by 張辰瑜, 張君瑋, 陳柏勳, 呂淳泓, 蘇禹丞
- 2022S by 陳品禎, 林德元, 顏紫砡
- 2023S by Jules BRASSEUR, 陳依柔, 李世煜, 葉柏言
06-Solving-Ax-=-b
- 2021S by 江皓瑋, 何岭育, 林家興, 王政德, 魏義維
- 2022S by 陳威傑, 鄧丞鈞, 王皓晨
- 2023S by 姜鈞, 李仁傑, 林家賢, 呂彥鋒, 羅景耀
07-Projection
- 2021S by 許峻彥, 胡璧翎, 李翊誠, 林靖恩, 吳世鴻
- 2022S by 黃馨緣, 賴奕丞, Nguyen Thi An
- 2023S by 杜永傑, David HORSKY, Difanrse Rebecca HOUITTE, 黃育鋒, 吳清聖, 葉婷婷
08-Orthogonal-basis
- 2021S by Sanny Bùi, 朱立民, 施怡安, 林其璜, 顏廷維
- 2022S by 張簡丞淵, 胡予瑄, 廖子竣
- 2023S by 郭晏妤, 李睿, 魏千寶, 吳昀哲
09-Spectral-decomposition
- 2021S by 陳泯儒, 洪卉芬, 魏齊, 楊宗錡, 余任濤
- 2023S by 陳品潔, 黃偉柏, 溫宏岳
10-Change-of-basis-for-vectors
10-Change-of-basis-for-vectors
- 2021S by 錢傳文, 許育禎, 林良埄, 羅祖佑
- 2022S by 陳季磊, 盧立芳, 王佑鑫
11-Change-of-basis-for-matrices
- 2021S by 張君瑋, 郭芝融, 李子陵, 劉彥均
- 2022S by 洪昇是, Anzila Laikhuram, 李霽軒
12-Diagonalization
- 2021S by 鄭凱鍠, 江皓瑋, 李胤豪, 蘇峻緯, 王楷帆
- 2022S by 謝書涵, 李佩宜, Adam MALECEK
13-Rayleigh-quotient
- 2021S by 陳柏勳, 陳信儒, 高童玄, 許峻彥, 蘇禹丞
- 2022S by Danylo Fatieiev, 黃奕禎, 賴真萍
14-Power-method
- 2021S by 朱立民, 莊博勛, 林家興, 林宜璇, 王政德
- 2022S by 賴義中, 馬嘉, 王崇瀚, 王毓萱
15-Singular-value-decomposition
- 2022S by Le Thi Trang, 呂宗霖, Aniceto B. Maghirang III

MLwithNumPy

PCA with sklearn
- 2021S by 朱世軒, 黃齡誼, 李翊誠, 劉彥均, 余任濤
- 2022S by 陳宥嘉, 謝書涵, 伊妮婭, 林德元, 李霽軒, 李佩宜, 沈天佑
- 2023S by 張瓊之, 陳勃勳, 謝宛臻, 李仁傑, 葉婷婷
PCA from scratch
- 2021S by 張君瑋, 陳姿霖, 高童玄, 胡璧翎, 蘇禹丞
- 2022S by 陳宥嘉, 謝書涵, 伊妮婭, 林德元, 李霽軒, 李佩宜, 沈天佑
- 2023S by Jerry, 孫浩崴, 王靖堯, 鄭博元
MDS with sklearn
- 2021S by 徐浩雲, 林其璜, 蘇威全, 王楷帆
- 2022S by 高念慈, 黃竑博, 黃馨緣, 廖子竣, 王佑鑫, 葉修銘
MDS from scratch
- 2021S by 江皓瑋, 高英培, 施怡安, 林家興, 林宜璇
- 2022S by 高念慈, 黃竑博, 黃馨緣, 廖子竣, 王佑鑫, 葉修銘
KMeans with sklearn
- 2021S by 張辰瑜, 陳柏勳, 周柏呈, 洪卉芬
- 2022S by 黃奕禎, Anzila Laikhuram, Aniceto B. Maghirang III, 王崇瀚, 王皓晨, 伍震宇
- 2023S by 黃育鋒, 李明儒, 羅景耀, Jules Brasseur
KMeans from scracth
- 2021S by 朱世軒, 許峻彥, 黃齡誼, 李翊誠, 余任濤
- 2022S by 黃奕禎, Anzila Laikhuram, Aniceto B. Maghirang III, 王崇瀚, 王皓晨, 伍震宇
- 2023S by 杜惟翔, Rebecca HOUITTE, 許靜瑜, 吳政緯
DBSCAN with sklearn
- 2021S by 何岭育, 許育禎, 李胤豪, 孫宥寬, 王政德
- 2022S by 陳冠辰, 陳品禎, 陳威傑, 黃暐洺, 呂宗霖, 吳宥漢
- 2023S by 杜永傑, 郭丞恩, 李睿, 姜鈞
DBSCAN from scracth
- 2021S by 朱立民, 徐浩雲, 林其璜, 蘇威全
- 2022S by 陳冠辰, 陳品禎, 陳威傑, 黃暐洺, 呂宗霖, 吳宥漢
- 2023S by 林家賢, 馬西歐, 唐聖育, 葉柏言
LinearRegression with sklearn
- 2021S by 陳信儒, 郭芝融, 林靖恩, 呂淳泓, 吳世鴻
- 2022S by 顧韻宜, 洪永政, 賴義中, Le Thi Trang, 馬嘉, Nguyen Thi An, 王毓萱
- 2023S by 陳依柔, 陳品潔, 李世煜, 呂彥鋒
LinearRegression from scratch
- 2021S by 張辰瑜, 周柏呈, 洪卉芬, 楊宗錡
- 2022S by 顧韻宜, 洪永政, 賴義中, Le Thi Trang, 馬嘉, Nguyen Thi An, 王毓萱
- 2023S by 陸昱儒, Migel, 吳昀哲, 楊芷綺
PolynomialRegression with sklearn
- 2021S by Sanny Bùi, 莊博勛, 蘇峻緯, 魏義維, 顏廷維
- 2021S by 張簡丞淵, 鄧丞鈞, Danylo Fatieiev, 郭培德, Adam MALECEK, 蘇信維
PolynomialRegression from scratch
- 2021S by 何岭育, 許育禎, 李胤豪, 林良埄, 孫宥寬
- 2021S by 張簡丞淵, 鄧丞鈞, Danylo Fatieiev, 郭培德, Adam MALECEK, 蘇信維
KNeighborsClassifier with sklearn
- 2021S by 陳泯儒, 陳姿霖, 高童玄, 胡璧翎, 魏齊
- 2022S by 張瓊之, 洪昇是, 胡予瑄, 賴真萍, 魏加妤, 顏紫砡
- 2023S by David, 黃偉柏, 王湋婷, 魏千寶
KNeighborsClassifier from scratch
- 2021S by 陳信儒, 郭芝融, 李子陵, 呂淳泓, 吳世鴻
- 2022S by 張瓊之, 洪昇是, 胡予瑄, 賴真萍, 魏加妤, 顏紫砡
- 2023S by 郭晏妤, 温宏岳, 吳昱慶
DecisionTreeClassifier with sklearn
- 2021S by 錢傳文, 高英培, 施怡安, 林宜璇, 羅祖佑
- 2022S by 陳季磊, 黃景瑄, 賴奕丞, 盧立芳, 楊孟軒, 楊宜呈
DecisionTreeClassifier from scratch
- 2021S by Sanny Bùi, 鄭凱鍠, 莊博勛, 蘇峻緯, 魏義維
- 2022S by 陳季磊, 黃景瑄, 賴奕丞, 盧立芳, 楊孟軒, 楊宜呈

Name		Name	Last commit message	Last commit date
Latest commit History 160 Commits
DecisionTreeClassifier-with-scikit-learn-2021S-data		DecisionTreeClassifier-with-scikit-learn-2021S-data
KNeighborsClassifier-with-scikit-learn-2021S-data		KNeighborsClassifier-with-scikit-learn-2021S-data
KNeighborsClassifier-with-scikit-learn-2022S-data		KNeighborsClassifier-with-scikit-learn-2022S-data
01-Matrix-=-some-numbers-2021S.ipynb		01-Matrix-=-some-numbers-2021S.ipynb
01-Matrix-=-some-numbers-2022S.ipynb		01-Matrix-=-some-numbers-2022S.ipynb
01-Matrix-=-some-numbers-2023S.ipynb		01-Matrix-=-some-numbers-2023S.ipynb
02-Matrix-=-some-row-vectors-2021S.ipynb		02-Matrix-=-some-row-vectors-2021S.ipynb
02-Matrix-=-some-row-vectors-2022S.ipynb		02-Matrix-=-some-row-vectors-2022S.ipynb
02-Matrix-=-some-row-vectors-2023S.ipynb		02-Matrix-=-some-row-vectors-2023S.ipynb
03-Matrix-=-some-column-vectors-2021S.ipynb		03-Matrix-=-some-column-vectors-2021S.ipynb
03-Matrix-=-some-column-vectors-2022S.ipynb		03-Matrix-=-some-column-vectors-2022S.ipynb
03-Matrix-=-some-column-vectors-2023S.ipynb		03-Matrix-=-some-column-vectors-2023S.ipynb
04-Matrix-=-some-action-2021S.ipynb		04-Matrix-=-some-action-2021S.ipynb
04-Matrix-=-some-action-2022S.ipynb		04-Matrix-=-some-action-2022S.ipynb
04-Matrix-=-some-action-2023S.ipynb		04-Matrix-=-some-action-2023S.ipynb
05-Solving-Ax-=-0-2021S.ipynb		05-Solving-Ax-=-0-2021S.ipynb
05-Solving-Ax-=-0-2022S.ipynb		05-Solving-Ax-=-0-2022S.ipynb
05_Solving_Ax_=_0-2023S.ipynb		05_Solving_Ax_=_0-2023S.ipynb
06-Solving-Ax-=-b-2021S.ipynb		06-Solving-Ax-=-b-2021S.ipynb
06-Solving-Ax-=-b-2022S.ipynb		06-Solving-Ax-=-b-2022S.ipynb
06-Solving-Ax-=-b-2023S.ipynb		06-Solving-Ax-=-b-2023S.ipynb
07-Projection-2021S.ipynb		07-Projection-2021S.ipynb
07-Projection-2022S.ipynb		07-Projection-2022S.ipynb
07-Projection-2023S.ipynb		07-Projection-2023S.ipynb
08-Orthogonal-basis-2021S.ipynb		08-Orthogonal-basis-2021S.ipynb
08-Orthogonal-basis-2022S.ipynb		08-Orthogonal-basis-2022S.ipynb
08-Orthogonal-basis-2023S.ipynb		08-Orthogonal-basis-2023S.ipynb
09-Spectral-decomposition-2021S.ipynb		09-Spectral-decomposition-2021S.ipynb
09-Spectral-decomposition-2022S.ipynb		09-Spectral-decomposition-2022S.ipynb
09-Spectral-decomposition-2023S.ipynb		09-Spectral-decomposition-2023S.ipynb
10-Change-of-basis-for-vectors-2021S.ipynb		10-Change-of-basis-for-vectors-2021S.ipynb
10-Change-of-basis-for-vectors-2022S.ipynb		10-Change-of-basis-for-vectors-2022S.ipynb
11-Change-of-basis-for-matrices-2021S.ipynb		11-Change-of-basis-for-matrices-2021S.ipynb
11-Change-of-basis-for-matrices-2022S.ipynb		11-Change-of-basis-for-matrices-2022S.ipynb
12-Diagonalization-2021S.ipynb		12-Diagonalization-2021S.ipynb
12-Diagonalization-2022S.ipynb		12-Diagonalization-2022S.ipynb
13-Rayleigh-quotient-2021S.ipynb		13-Rayleigh-quotient-2021S.ipynb
13-Rayleigh-quotient-2022S.ipynb		13-Rayleigh-quotient-2022S.ipynb
14-Power-method-2021S.ipynb		14-Power-method-2021S.ipynb
14-Power-method-2022S.ipynb		14-Power-method-2022S.ipynb
15-Singular-value-decomposition-2022S.ipynb		15-Singular-value-decomposition-2022S.ipynb
DBSCAN-from-scratch-2021S.ipynb		DBSCAN-from-scratch-2021S.ipynb
DBSCAN-from-scratch-2022S.ipynb		DBSCAN-from-scratch-2022S.ipynb
DBSCAN-from-scratch-2023S.ipynb		DBSCAN-from-scratch-2023S.ipynb
DBSCAN-with-scikit-learn-2021S.ipynb		DBSCAN-with-scikit-learn-2021S.ipynb
DBSCAN-with-scikit-learn-2022S.ipynb		DBSCAN-with-scikit-learn-2022S.ipynb
DBSCAN-with-scikit-learn-2023S.ipynb		DBSCAN-with-scikit-learn-2023S.ipynb
DecisionTreeClassifier-from-scratch-2021S.ipynb		DecisionTreeClassifier-from-scratch-2021S.ipynb
DecisionTreeClassifier-from-scratch-2022S.ipynb		DecisionTreeClassifier-from-scratch-2022S.ipynb
DecisionTreeClassifier-with-scikit-learn-2021S.ipynb		DecisionTreeClassifier-with-scikit-learn-2021S.ipynb
DecisionTreeClassifier-with-scikit-learn-2022S.ipynb		DecisionTreeClassifier-with-scikit-learn-2022S.ipynb
KMeans-from-scratch-2021S.ipynb		KMeans-from-scratch-2021S.ipynb
KMeans-from-scratch-2022S.ipynb		KMeans-from-scratch-2022S.ipynb
KMeans-from-scratch-2023S.ipynb		KMeans-from-scratch-2023S.ipynb
KMeans-with-scikit-learn-2021S.ipynb		KMeans-with-scikit-learn-2021S.ipynb
KMeans-with-scikit-learn-2022S.ipynb		KMeans-with-scikit-learn-2022S.ipynb
KMeans-with-scikit-learn-2023S.ipynb		KMeans-with-scikit-learn-2023S.ipynb
KNeighborsClassifier-from-scratch-2021S.ipynb		KNeighborsClassifier-from-scratch-2021S.ipynb
KNeighborsClassifier-from-scratch-2022S.ipynb		KNeighborsClassifier-from-scratch-2022S.ipynb
KNeighborsClassifier-from-scratch-2023S.ipynb		KNeighborsClassifier-from-scratch-2023S.ipynb
KNeighborsClassifier-with-scikit-learn-2021S.ipynb		KNeighborsClassifier-with-scikit-learn-2021S.ipynb
KNeighborsClassifier-with-scikit-learn-2022S.ipynb		KNeighborsClassifier-with-scikit-learn-2022S.ipynb
KNeighborsClassifier-with-scikit-learn-2023S.ipynb		KNeighborsClassifier-with-scikit-learn-2023S.ipynb
LinearRegression-from-scratch-2021S.ipynb		LinearRegression-from-scratch-2021S.ipynb
LinearRegression-from-scratch-2022S.ipynb		LinearRegression-from-scratch-2022S.ipynb
LinearRegression-from-scratch-2023S.ipynb		LinearRegression-from-scratch-2023S.ipynb
LinearRegression-with-scikit-learn-2021S.ipynb		LinearRegression-with-scikit-learn-2021S.ipynb
LinearRegression-with-scikit-learn-2022S.ipynb		LinearRegression-with-scikit-learn-2022S.ipynb
LinearRegression-with-scikit-learn-2023S.ipynb		LinearRegression-with-scikit-learn-2023S.ipynb
MDS-from-scratch-2021S.ipynb		MDS-from-scratch-2021S.ipynb
MDS-from-scratch-2022S.ipynb		MDS-from-scratch-2022S.ipynb
MDS-with-scikit-learn-2021S.ipynb		MDS-with-scikit-learn-2021S.ipynb
MDS-with-scikit-learn-2022S.ipynb		MDS-with-scikit-learn-2022S.ipynb
PCA-from-scratch-2021S.ipynb		PCA-from-scratch-2021S.ipynb
PCA-from-scratch-2022S.ipynb		PCA-from-scratch-2022S.ipynb
PCA-from-scratch-2023S.ipynb		PCA-from-scratch-2023S.ipynb
PCA-with-scikit-learn-2021S.ipynb		PCA-with-scikit-learn-2021S.ipynb
PCA-with-scikit-learn-2022S.ipynb		PCA-with-scikit-learn-2022S.ipynb
PCA-with-scikit-learn-2023S.ipynb		PCA-with-scikit-learn-2023S.ipynb
PolynomialRegression-from-scratch-2021S.ipynb		PolynomialRegression-from-scratch-2021S.ipynb
PolynomialRegression-from-scratch-2022S.ipynb		PolynomialRegression-from-scratch-2022S.ipynb
PolynomialRegression-with-scikit-learn-2021S.ipynb		PolynomialRegression-with-scikit-learn-2021S.ipynb
PolynomialRegression-with-scikit-learn-2022S.ipynb		PolynomialRegression-with-scikit-learn-2022S.ipynb
README.md		README.md
circle.png		circle.png
hidden_text.csv		hidden_text.csv
incrediville-front.jpg		incrediville-front.jpg
incrediville-side.jpg		incrediville-side.jpg
sinspiral.png		sinspiral.png

jephianlin/Math599_solution

Folders and files

Latest commit

History