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alexpghayes
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modelling-in-r
an initial attempt to describe a grammar of modelling for r
https://alexpghayes.github.io/modelling-in-r/
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Beyond Model Families: Summarizing Across Multiple Models
#32
tmastny
opened
6 years ago
3
Objects that should be models that are not
#31
alexpghayes
opened
6 years ago
0
Optimism bootstrap
#30
alexpghayes
opened
6 years ago
0
The three key modelling tasks
#29
alexpghayes
closed
6 years ago
0
When formulas specify model parameters rather than data design
#28
alexpghayes
opened
6 years ago
2
Is parsnip an appropriate place to export a canonical set of modelling verbs?
#27
alexpghayes
opened
6 years ago
0
A general interface for (penalized) linear models
#26
alexpghayes
opened
6 years ago
6
What does logging look like for modelling?
#25
alexpghayes
opened
6 years ago
0
Grammar of model interrogation
#24
alexpghayes
closed
6 years ago
3
Unified interface for prediction and inference
#23
alexpghayes
opened
6 years ago
0
Take a look at mlapi package
#22
alexpghayes
opened
6 years ago
0
To have in mind: testing
#21
alexpghayes
opened
6 years ago
0
Score method??
#20
alexpghayes
closed
6 years ago
2
Automated ML
#19
alexpghayes
opened
6 years ago
0
Documentation and proganda
#18
alexpghayes
opened
6 years ago
1
Vague: opinionated modelling?
#17
alexpghayes
closed
6 years ago
1
Supervised preprocessing
#16
alexpghayes
opened
6 years ago
7
Packages for `hp_space`, `hp_search` and `calibration` objects
#15
alexpghayes
closed
6 years ago
1
Hyperparameter space and search ontology
#14
alexpghayes
closed
6 years ago
1
Modelling techniques with default hyperparameter spaces (e.x. path algorithms)
#13
alexpghayes
opened
6 years ago
0
The big one: model and model families
#12
alexpghayes
closed
6 years ago
1
Ensembling
#11
alexpghayes
opened
6 years ago
0
Unsupervised transformations that are not functions (math sense)
#10
alexpghayes
closed
6 years ago
1
Pipelines
#9
alexpghayes
opened
6 years ago
0
Model initializition
#8
alexpghayes
closed
6 years ago
1
Should data be an argument to fit or a part of the model specification?
#7
alexpghayes
opened
6 years ago
0
How to save performance results from hyperparameter search
#6
alexpghayes
closed
6 years ago
1
What to call performance measurements
#5
alexpghayes
closed
6 years ago
0
What to call model calibration
#4
alexpghayes
closed
6 years ago
0
Look into `mlr` more carefully
#3
alexpghayes
opened
6 years ago
0
purpose of recipes
#2
jarvmiller
opened
6 years ago
0
Formulas don't necessarily define one-to-one maps
#1
alexpghayes
opened
6 years ago
0