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85e60f0
Add lab assignment 1
Owen-Deng Feb 2, 2024
6737016
Add files via upload
jantoniosantiz Feb 5, 2024
ddd8804
add umap analysis
Owen-Deng Feb 7, 2024
bece879
Add files via upload
jantoniosantiz Feb 7, 2024
0e4527a
add section 3.2
Owen-Deng Feb 9, 2024
f733189
fix typo
Owen-Deng Feb 9, 2024
cf11fa2
Add files via upload
jantoniosantiz Feb 9, 2024
7331a7c
fix typo
Owen-Deng Feb 9, 2024
12c98bd
Add 4.1
Owen-Deng Feb 10, 2024
5e7bbec
Add files via upload
SerenaHangSinclair Feb 10, 2024
21a6f56
Add files via upload
jantoniosantiz Feb 10, 2024
72a4c12
merge imports
Owen-Deng Feb 10, 2024
dc57933
add UMP plot interpretation
Owen-Deng Feb 10, 2024
5d0e373
update flipped assignment 1
Owen-Deng Feb 14, 2024
379c5e4
Add files via upload
jantoniosantiz Feb 14, 2024
ad3fee6
flatten yhat_numpy
Owen-Deng Feb 14, 2024
b85b863
organize files
Owen-Deng Feb 16, 2024
ae263ae
add car dataset
Owen-Deng Feb 16, 2024
c91279c
part 2
Owen-Deng Feb 16, 2024
78c29ad
update reshape
Owen-Deng Feb 16, 2024
2573e86
PCA plotting
Owen-Deng Feb 16, 2024
0869057
use cumsum and argmax
Owen-Deng Feb 16, 2024
fd071e5
update PCA
Owen-Deng Feb 16, 2024
83c7723
Add files via upload
jantoniosantiz Feb 16, 2024
d410bbb
encode labels
Owen-Deng Feb 16, 2024
77c2334
section 3.3
Owen-Deng Feb 17, 2024
8d7433a
add comments
Owen-Deng Feb 17, 2024
5106bf3
update box plots
Owen-Deng Feb 18, 2024
ceadc86
update explanation
Owen-Deng Feb 18, 2024
af979a2
merge business understanding
Owen-Deng Feb 20, 2024
4659bba
update title
Owen-Deng Feb 20, 2024
20e0944
Gradient, Gabor, Daisy Features and KNN Classifier, and Key Points Ma…
SerenaHangSinclair Feb 20, 2024
d585d48
modification
SerenaHangSinclair Feb 20, 2024
992ba1f
added the reference source
SerenaHangSinclair Feb 20, 2024
2b33f60
Add files via upload
jantoniosantiz Feb 20, 2024
ee9d66a
fix color and bug
Owen-Deng Feb 20, 2024
ab520bc
Add files via upload
jantoniosantiz Feb 20, 2024
96f912d
fix color and bug
Owen-Deng Feb 20, 2024
277425a
update html
Owen-Deng Feb 20, 2024
f46686f
add lab3 notebook
Owen-Deng Feb 22, 2024
963e166
upload data
Owen-Deng Feb 27, 2024
70abc4d
update data preparation code
Owen-Deng Feb 27, 2024
4f5404e
Merge pull request #1 from Owen-Deng/owen
Owen-Deng Feb 27, 2024
bc87edd
add pca and use optimal split settings
Owen-Deng Feb 29, 2024
39e3c8b
scikit-learn and draft of MSE code
jantoniosantiz Feb 29, 2024
d1a554b
updated with new PCA preprocessing and MSE code
jantoniosantiz Feb 29, 2024
b0e25f6
bug fixed
Owen-Deng Feb 29, 2024
c055405
add legend
Owen-Deng Feb 29, 2024
d5d304a
updated multiclass version
jantoniosantiz Feb 29, 2024
2ebb91d
updated MultiClass code
jantoniosantiz Feb 29, 2024
d88fbc3
Add overview
Owen-Deng Feb 29, 2024
ff71a49
Merge pull request #2 from Owen-Deng/owen
Owen-Deng Feb 29, 2024
7a61f26
added data prep and updated scikit implementation
jantoniosantiz Feb 29, 2024
ad848a0
add pca explaination
Owen-Deng Mar 1, 2024
3527ff8
deployment added and updated comparison
jantoniosantiz Mar 3, 2024
6684b6e
Delete LabAssignments/LabAssignment3.ipynb
jantoniosantiz Mar 3, 2024
d89ebd9
Delete LabAssignments/LabAssignment3/LabAssignment3-final.ipynb
jantoniosantiz Mar 3, 2024
3328229
finished deployment and exception work section
jantoniosantiz Mar 3, 2024
c455c66
Merge branch 'master' into julie
Owen-Deng Mar 3, 2024
cde3e00
Merge pull request #3 from Owen-Deng/julie
Owen-Deng Mar 3, 2024
0e6a01e
Merge branch 'master' into owen
Owen-Deng Mar 3, 2024
2a4eaac
remove unnecessary blocks
Owen-Deng Mar 3, 2024
85672e8
Merge pull request #4 from Owen-Deng/owen
Owen-Deng Mar 3, 2024
a1c6996
add sample code fix
Owen-Deng Mar 3, 2024
8dd756b
update with corrected train-test dataset
SerenaHangSinclair Mar 4, 2024
dca9684
Merge branch 'master' of https://github.com/Owen-Deng/SMUMachineLearn…
SerenaHangSinclair Mar 4, 2024
02293dd
update with corrected train-test data
SerenaHangSinclair Mar 4, 2024
9c12df7
remove dup
Owen-Deng Mar 4, 2024
75c38e9
Merge branch 'master' of https://github.com/Owen-Deng/SMUMachineLearn…
Owen-Deng Mar 4, 2024
f805197
minor updates
Owen-Deng Mar 4, 2024
f6649fd
Final changes
jantoniosantiz Mar 4, 2024
9546ad1
html file
jantoniosantiz Mar 4, 2024
deae2b1
finished flipped module 2
Owen-Deng Mar 6, 2024
5b139ea
Flipped Assignment 3-xh
SerenaHangSinclair Mar 26, 2024
a0db1b3
no code being changed; edited answers to question 2 and 4
SerenaHangSinclair Mar 26, 2024
6f190a7
updated flipped 3
SerenaHangSinclair Mar 26, 2024
7b7dde1
add html
Owen-Deng Mar 27, 2024
182449c
Merge branch 'master' of https://github.com/Owen-Deng/SMUMachineLearn…
Owen-Deng Mar 27, 2024
7c1a8d1
update lab4 data and notebook
Owen-Deng Mar 27, 2024
1e691eb
Merge pull request #7 from Owen-Deng/master
jantoniosantiz Mar 27, 2024
2bf1f54
Load dataset
jantoniosantiz Mar 27, 2024
171dceb
fix subheading
jantoniosantiz Mar 27, 2024
923c2ef
add flipped-assign3 html
SerenaHangSinclair Mar 27, 2024
2be2ed8
load dataset complete
jantoniosantiz Mar 27, 2024
69fc83a
Merge pull request #8 from Owen-Deng/julie
jantoniosantiz Mar 27, 2024
01691f1
add preprocessing
Owen-Deng Mar 28, 2024
fdf6e0f
update comparison
Owen-Deng Mar 28, 2024
df51dad
Merge pull request #9 from Owen-Deng/owen
Owen-Deng Mar 29, 2024
76e54ad
Merge remote-tracking branch 'origin/owen' into XHSerenaHang
SerenaHangSinclair Mar 31, 2024
10dafe2
modeling code added
SerenaHangSinclair Apr 1, 2024
26cc698
Merge pull request #10 from Owen-Deng/XHSerenaHang
jantoniosantiz Apr 1, 2024
a7c5d6a
Three Layer
jantoniosantiz Apr 1, 2024
444f9fe
model 4 and model 5
SerenaHangSinclair Apr 2, 2024
ab6accf
Merge pull request #11 from Owen-Deng/XHSerenaHang
jantoniosantiz Apr 2, 2024
c506112
RMSProp and AdaM - need to test
jantoniosantiz Apr 2, 2024
d1a4b6c
Compare Five-Layer with RMSProp
SerenaHangSinclair Apr 2, 2024
a396215
Compare Five-Layer with RMSProp
SerenaHangSinclair Apr 2, 2024
2ce3ad8
finished RMSProp and ADaM - need comparison to submit
jantoniosantiz Apr 2, 2024
562643f
Merge pull request #12 from Owen-Deng/julie
jantoniosantiz Apr 2, 2024
e54807d
update parameters and added time stamps
jantoniosantiz Apr 2, 2024
cc92ed3
optimize comparison
Owen-Deng Apr 2, 2024
404e4dd
Comments on performance
jantoniosantiz Apr 2, 2024
0e5aa21
Merge pull request #14 from Owen-Deng/julie
jantoniosantiz Apr 2, 2024
48df253
add html
jantoniosantiz Apr 2, 2024
7fa239e
Merge pull request #15 from Owen-Deng/julie
jantoniosantiz Apr 2, 2024
dba3ed0
Create LabAssignment5
SerenaHangSinclair Apr 10, 2024
4e86aee
Delete LabAssignments/LabAssignment5
SerenaHangSinclair Apr 10, 2024
504eb11
Lab5_Folder
SerenaHangSinclair Apr 10, 2024
1a9ec0f
upload data
SerenaHangSinclair Apr 10, 2024
7b66670
Delete LabAssignments/LabAssignment5/.gitkeep
SerenaHangSinclair Apr 10, 2024
93ee113
delete data directory
SerenaHangSinclair Apr 10, 2024
400bbac
add DVM-CAR dataset
SerenaHangSinclair Apr 10, 2024
0f59ecf
1.1 data proprecessing
SerenaHangSinclair Apr 11, 2024
9bee2c0
section 1.2-1.4
jantoniosantiz Apr 11, 2024
007b4e9
one hot encode features
jantoniosantiz Apr 12, 2024
508ced6
Merge branch 'master' into XHSerenaHang
Owen-Deng Apr 12, 2024
45a4eab
Merge pull request #16 from Owen-Deng/XHSerenaHang
Owen-Deng Apr 12, 2024
0ed54bc
Final preprocessing update
jantoniosantiz Apr 12, 2024
9b57b1f
Final preprocessing
jantoniosantiz Apr 12, 2024
8bc3580
Merge pull request #17 from Owen-Deng/XHSerenaHang
jantoniosantiz Apr 12, 2024
2222506
update
SerenaHangSinclair Apr 12, 2024
e5d8765
Merge branch 'XHSerenaHang' of https://github.com/Owen-Deng/SMUMachin…
SerenaHangSinclair Apr 12, 2024
1ff6d4a
model example is working
Owen-Deng Apr 12, 2024
e80e50c
Merge pull request #18 from Owen-Deng/XHSerenaHang
Owen-Deng Apr 12, 2024
3bc03a1
Merge branch 'master' of https://github.com/Owen-Deng/SMUMachineLearn…
Owen-Deng Apr 12, 2024
17b207d
Merge pull request #19 from Owen-Deng/owen
Owen-Deng Apr 12, 2024
d221be3
section 2 complted
Owen-Deng Apr 13, 2024
0c6dcdc
Merge pull request #20 from Owen-Deng/owen
Owen-Deng Apr 13, 2024
5413ec1
added embedding and generat the wide branch and deep branch
SerenaHangSinclair Apr 14, 2024
4368242
delet wrong comparation model from 2.3
SerenaHangSinclair Apr 14, 2024
dae7b39
capture weights from embedding layers
SerenaHangSinclair Apr 14, 2024
4ccb279
Merge pull request #21 from Owen-Deng:XHSerenaHang
jantoniosantiz Apr 15, 2024
7804ebb
fix exceptions
Owen-Deng Apr 15, 2024
cdc7f28
Update Section 1-2
jantoniosantiz Apr 15, 2024
100995c
Merge pull request #22 from Owen-Deng/julie
jantoniosantiz Apr 15, 2024
c183d2a
Resolve merge conflicts
SerenaHangSinclair Apr 15, 2024
5c39bd0
add different activation functions
Owen-Deng Apr 16, 2024
8b723f4
update section 2 results
Owen-Deng Apr 16, 2024
d245d6c
section 2.3 and 3
SerenaHangSinclair Apr 16, 2024
e9e0605
section 2.3 and 3
SerenaHangSinclair Apr 16, 2024
f878b0a
Merge branch 'master' of https://github.com/Owen-Deng/SMUMachineLearn…
Owen-Deng Apr 16, 2024
ca50508
comment code
Owen-Deng Apr 16, 2024
f5903a2
delete preprocessed.csv
Owen-Deng Apr 16, 2024
1cfbe1a
Merge pull request #23 from Owen-Deng/owen
Owen-Deng Apr 16, 2024
b82bfb6
adjust 2.3 and added PCA and t-SNE for weights caputures
SerenaHangSinclair Apr 16, 2024
6b17dce
merge branch XHSerena into master
SerenaHangSinclair Apr 16, 2024
2550408
Add files via upload
SerenaHangSinclair Apr 16, 2024
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