cimentadaj ml_socsci issues

cimentadaj / ml_socsci

A work-in-progress of the notes/book 'Machine Learning for Social Science'

https://cimentadaj.github.io/ml_socsci/

6 stars 0 forks source link

issues

Newest

Newest Most commented Recently updated Oldest Least commented Least recently updated

Bump actions/download-artifact from 2 to 4.1.7 in /.github/workflows

#27 dependabot[bot] opened 2 months ago
0
Include Cohen's kappa in confusion matrices

#26 cimentadaj opened 3 years ago
0
Review most used ML algos and see which could fit here

#25 cimentadaj opened 3 years ago
0
Good PCA example

#24 cimentadaj opened 4 years ago
0
Great earth example

#23 cimentadaj opened 4 years ago
0
New lasso simulation example

#22 cimentadaj opened 4 years ago
0
We need a chapter on k-nearest neighbor

#21 cimentadaj opened 4 years ago
0
Fix warnings from xgboost

#20 cimentadaj opened 4 years ago
0
Extend PCA to showcase how it works as a anomaly detection

#19 cimentadaj opened 4 years ago
0
Extend PCA to include clustering with predicions

#18 cimentadaj opened 4 years ago
0
Add hierarchical clustering section

#17 cimentadaj opened 4 years ago
1
Need a good real world example of K-Means

#16 cimentadaj opened 4 years ago
1
Finalize the k-means clustering example from scratch

#15 cimentadaj opened 4 years ago
0
How can we identify clusters of correlations in PCA and apply accordingly?

#14 cimentadaj opened 4 years ago
0
Make a single graph that summarizes tree based methos

#13 cimentadaj opened 4 years ago
0
Add precision, recall and F1 in the loss function chapter

#12 cimentadaj opened 4 years ago
0
When explaining confusion matrices, rename with childcare labels

#11 cimentadaj opened 4 years ago
0
For GB section, make simulation with hyperparameters to see which affects more overfitting

#10 cimentadaj opened 4 years ago
0
Make a reference as to why random forest is called a 'forest': you define the tree diagrams but don't make this distinction

#9 cimentadaj opened 4 years ago
0
When introducing bagging, formally describe it as ensemble and why they call it that

#8 cimentadaj opened 4 years ago
0
Generate fake example for random forest to show case when it works

#7 cimentadaj opened 4 years ago
0
Extend bagging to include binary classification

#6 cimentadaj opened 4 years ago
0
Add partial plots

#5 cimentadaj opened 4 years ago
0
Revisa that all numbers through out the book are NOT surround by dollar signs

#4 cimentadaj opened 4 years ago
0
Check that bagging is explained correctly from the manual approach

#3 cimentadaj opened 4 years ago
0
Include the comparison of interactions for linear models in the decision tree section

#2 cimentadaj opened 4 years ago
0
Extend decision trees to include binary dependent variables

#1 cimentadaj opened 4 years ago
0