gagolews lmlcr issues - Githubissues

gagolews / lmlcr

Lightweight Machine Learning Classics with R (Book Draft)

https://lmlcr.gagolewski.com/

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SVD???

#52 gagolews closed 3 years ago
1
Pareto distribution / power law

#51 gagolews closed 3 years ago
1
R^2 (coef. of determination) is not r (Pearson's)-squared

#50 gagolews closed 3 years ago
1
diff styles with my other book, copy/merge changes

#49 gagolews closed 3 years ago
1
Upquote

#48 gagolews closed 4 years ago
0
prefer notation X[,col] to X$col and X[["col"]]

#47 gagolews closed 3 years ago
1
define residuals as y_true-y_pred

#46 gagolews closed 3 years ago
1
R 4.0 uses stringsAsFactors = FALSE by default

#45 gagolews closed 4 years ago
0
freeze at v0.2, create a new branch for v0.3

#44 gagolews closed 4 years ago
0
stress in the optim chapter that error funs is supervised learning depend on X and Y!!

#43 gagolews closed 3 years ago
1
Get rid of Ch.8, add an exercise with DEoptim and BFGS + k-means on unbalance

#42 gagolews closed 3 years ago
3
hierarchical clustering: illustrate on a small dataset

#41 gagolews closed 4 years ago
0
use MSR instead of SSR

#40 gagolews closed 3 years ago
1
pandoc-fignos pandoc-eqnos pandoc-tablenos pandoc-secnos

#39 gagolews closed 4 years ago
1
genieclust: ARI, genie() in Ch.7

#38 gagolews closed 3 years ago
1
working with discrete variables?

#37 gagolews closed 3 years ago
1
optimisation exercises: model regularisation (L2, L1), LAD regression

#36 gagolews closed 3 years ago
1
cross-validation

#35 gagolews closed 4 years ago
0
text classification example

#34 gagolews closed 3 years ago
1
hill climbing / Tabu-like search in ch.8

#33 gagolews closed 3 years ago
3
logistic regression & nnets -- draw class=1 regions with image()

#32 gagolews closed 3 years ago
1
MNIST: Encode class `0` as `10`

#31 gagolews closed 3 years ago
2
standardise vs. robust standardise vs. normalise data

#30 gagolews closed 3 years ago
1
use poly(raw=TRUE)

#29 gagolews closed 4 years ago
0
New illustrations in Ch.5

#28 gagolews closed 4 years ago
1
Merge Ch.2+3 (3+4)

#27 gagolews closed 3 years ago
1
Merge Ch.1+2 or start with KNN??

#26 gagolews closed 3 years ago
2
add ontrack tasks 2,3,4 as exercises to app b,c,d

#25 gagolews closed 4 years ago
0
. . . as bigskip

#24 gagolews closed 4 years ago
0
bypass bookdown, use plain gitbook

#23 gagolews closed 4 years ago
2
add ::: divs for solutions, exercises, and extra material

#22 gagolews closed 4 years ago
1
Ch.1: Use "a+bX notation"

#21 gagolews closed 4 years ago
1
Plots: add floating figures+captions, \@ref(fig:xxx) in text

#20 gagolews closed 4 years ago
2
Plots: Change style, resize, add floating captions

#19 gagolews closed 4 years ago
2
Ch.1&2: Play with a different dataset

#18 gagolews closed 3 years ago
1
Ch2. Expert example: ill-conditioned simple regression problem

#17 gagolews closed 3 years ago
2
Ch.4: Draw crossentropy(y_pred) for y_true=0/1

#16 gagolews closed 3 years ago
1
Ch.4: Decision trees start with a cp=0.1 example

#15 gagolews closed 4 years ago
0
Ch.4: glm on wines data fails on Y~., discuss why

#14 gagolews closed 3 years ago
1
feature selection for lm and glm via hill climbing

#13 gagolews closed 3 years ago
2
add bagging to trees, random forest

#12 gagolews closed 4 years ago
0
Rename LMLCR → LML/IMLR/MLR?

#11 gagolews closed 3 years ago
1
Appendix: Describe lists

#10 gagolews closed 4 years ago
0
Appendix: Describe factors

#9 gagolews closed 4 years ago
0
Appendix: Data Frame Wrangling in R

#8 gagolews closed 4 years ago
0
Appendix: Matrix Algebra in R

#7 gagolews closed 4 years ago
0
Appendix: Vector Algebra in R

#6 gagolews closed 4 years ago
0
Appendices: Quick intro to R

#5 gagolews closed 4 years ago
0
Chapter highlights

#4 gagolews closed 4 years ago
0
Customise gitbook template

#3 gagolews closed 3 years ago
1