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hendersontrent
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GAM.jl
Fit, evaluate, and visualise generalised additive models (GAMs) in native Julia
MIT License
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Add plots for residuals against a covariate and against fitted values
#47
hendersontrent
opened
1 month ago
0
Develop proper formula macro for GAM specifications
#46
hendersontrent
opened
2 months ago
0
Add `Binomial` model family
#45
hendersontrent
opened
2 months ago
0
String specification of model family and link function
#44
hendersontrent
closed
2 months ago
0
Change family and link to be strings that search dicts automatically
#43
hendersontrent
closed
2 months ago
0
Refactor for model formula and docs
#42
hendersontrent
closed
2 months ago
3
How to handle categorical predictors and predictors with no splines
#41
hendersontrent
opened
2 months ago
0
Enable model formula with smooth specifications to be passed in like in R's `mgcv::gam`
#40
hendersontrent
closed
2 months ago
1
Use `GAMData`
#39
hendersontrent
closed
2 months ago
0
Fixed `FitGAM` and unit tests
#38
hendersontrent
closed
2 months ago
0
Adding GAMData struct
#37
yahrMason
closed
2 months ago
17
Proper penalisation, multiple covariate fits, and general cleanup
#36
hendersontrent
closed
2 months ago
0
Documentation missing
#35
rikhuijzer
opened
1 year ago
2
StatsPlots is a required dependency
#34
rikhuijzer
closed
2 months ago
2
Should `GCV` change to accommodate GLM framework?
#33
hendersontrent
closed
2 months ago
1
build penalty matrix for multiple splines
#32
yahrMason
closed
2 months ago
20
readme
#31
hendersontrent
closed
1 year ago
0
Get incorrect result for `Height` on `trees` test dataset, but `Girth` seems okay
#30
hendersontrent
closed
2 months ago
0
Massive work incorporating formulas and GLM architecture
#29
hendersontrent
closed
1 year ago
0
Add `summary` type function that returns important estimates as a table after fitting a GAM
#28
hendersontrent
closed
2 months ago
0
Add option for users to specify the optimiser used in the GCV procedure
#27
hendersontrent
closed
1 year ago
0
documentation for all functions
#26
hendersontrent
closed
1 year ago
0
Extend plotting function to show smooths for each term in the GAM like `mgcv`
#25
hendersontrent
closed
1 year ago
1
Add model fit indices and other calculations for model comparisons
#24
hendersontrent
closed
2 months ago
0
Add proper package documentation for all the calculation functions
#23
hendersontrent
closed
1 year ago
0
Add flexibility for non-Gaussian likelihoods
#22
hendersontrent
closed
1 year ago
0
Enable matrix `X` input instead of just single predictor
#21
hendersontrent
closed
1 year ago
0
gitignore
#20
hendersontrent
closed
1 year ago
0
Full refactor to a working univariate pipeline
#19
hendersontrent
closed
1 year ago
0
Specify GAM model in Turing?
#18
DominiqueMakowski
opened
1 year ago
2
Accepting contributors?
#17
JonDDowns
closed
1 year ago
1
Add interaction functionality to formula in `fit_gam`
#16
hendersontrent
closed
1 year ago
0
Add link function specification to `fit_gam`
#15
hendersontrent
closed
1 year ago
0
new version w/ formulas
#14
hendersontrent
closed
1 year ago
0
test toml
#13
hendersontrent
closed
1 year ago
0
name edits
#12
hendersontrent
closed
1 year ago
0
readme
#11
hendersontrent
closed
1 year ago
0
sub
#10
hendersontrent
closed
1 year ago
0
eq fix
#9
hendersontrent
closed
1 year ago
0
trial of eqs
#8
hendersontrent
closed
1 year ago
0
Make hex sticker
#7
hendersontrent
closed
1 year ago
0
Generate documentation website
#6
hendersontrent
closed
1 year ago
0
Enable model formulas like `GLM.jl`
#5
hendersontrent
closed
1 year ago
1
some fixes
#4
hendersontrent
closed
1 year ago
0
readme
#3
hendersontrent
closed
1 year ago
0
More work + tests
#2
hendersontrent
closed
1 year ago
0
Initial files
#1
hendersontrent
closed
1 year ago
0