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bgreenwell
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pdp
A general framework for constructing partial dependence (i.e., marginal effect) plots from various types machine learning models in R.
http://bgreenwell.github.io/pdp
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From Keras3 to package pdp in R
#134
Oakwilde
opened
1 month ago
10
partial dependence plot after rpartscore probability function doesnt work + error with variable names with mathematical sign
#133
sofalbre
closed
1 year ago
5
Barplot in palce of point pdp plot for categorical variables using autoplot function
#132
bappa10085
opened
1 year ago
1
plots differ based on algorithm
#131
wisamb
closed
1 year ago
2
partial() function giving inconsistent results when feeding multiple pred.var variables
#130
rahualram
opened
1 year ago
1
interpretation of partial dependence plots in R
#129
wisamb
closed
2 years ago
6
CRAN badge linked to investr instead of pdp (version should be 0.8.1)
#128
RoelVerbelen
opened
2 years ago
0
partial() not working correctly for H2O GLM
#127
RoelVerbelen
opened
2 years ago
4
set explicit stringsAsFactors to pass on R<4
#126
MichaelChirico
opened
2 years ago
0
inv.link argument ignored for binomial GLMs
#125
RoelVerbelen
closed
2 years ago
3
partial() doesn't read variable names containing [,1]
#124
mbrousil
closed
2 years ago
2
Is it possible to do pdp for an xgboost count::poisson? I get the following error:
#123
Martafenix
opened
2 years ago
3
No need for pred.var if pred.grid is provided
#122
bgreenwell
opened
2 years ago
0
Remove palette arg from partial() in foreach branch
#121
bgreenwell
closed
2 years ago
0
Foreach
#120
bgreenwell
closed
3 years ago
0
Remove plyr dependency
#119
bgreenwell
closed
3 years ago
0
Error "no applicable method for 'predict'" when running parallel = TRUE
#118
BigTimeStats
closed
2 years ago
3
... arg in autoplot() is not correctly documented
#117
bgreenwell
closed
2 years ago
0
Options to modify palettes
#116
JeromeMathieuEcology
closed
3 years ago
1
Add cats arg to exemplar.matrix
#115
bgreenwell
opened
3 years ago
0
get_task fails in certain situations for xgboost
#114
bgreenwell
opened
3 years ago
1
Issues with - in Variable Names
#113
allicamm
opened
4 years ago
2
Throw warning when plotting "partial" object with a "yhat.id" column and > 1 features
#112
bgreenwell
opened
4 years ago
0
Throw error/warning when plotting "partial" object with a "yhat.id
#111
bgreenwell
opened
4 years ago
0
Throw error/warning when plotting "partial
#110
bgreenwell
closed
3 years ago
0
partial() function wont work with XGBoost's "binary:logitraw" objective function
#109
tmbluth
closed
2 years ago
3
Partial dependence plot appears in the opposite way
#108
mcchiu
opened
4 years ago
5
Remove dependency on mgcv
#107
bgreenwell
closed
4 years ago
0
Switch to viridisLite
#106
bgreenwell
closed
4 years ago
0
train() + gbm
#105
joshualerickson
closed
4 years ago
2
Class inheritance should be changed to c("partial", "data.frame") instead of c("data.frame", "partial")
#104
RoelVerbelen
closed
4 years ago
3
any example how to use Plotpartial for xgboost model in R ?
#103
soumenms2015
closed
4 years ago
2
Prioritize pdp specific classes over data.frame
#102
atusy
closed
5 years ago
1
Switch non-critical Imports to Suggests
#101
bgreenwell
closed
2 years ago
0
Speeding up computation time when parallel = FALSE
#100
RoelVerbelen
closed
5 years ago
2
Add support for more XGBoost objective functions
#99
bgreenwell
closed
2 years ago
0
New `in.memory` argument for (potentially) faster ICE curves and PDPs
#98
bgreenwell
closed
4 years ago
0
Add support to Sparklyr
#97
abrahamdu
closed
5 years ago
4
Feature Request: 95% confidence intervals around a PDP?
#96
DeFilippis
closed
5 years ago
3
Feature Request: Accumulated Local Effect Plots
#95
DeFilippis
closed
5 years ago
2
Trellis object generation even with plot.engine = ggplot
#94
DeFilippis
closed
4 years ago
7
Is it possible to add color gradient to 3d plots?
#93
DeFilippis
closed
5 years ago
4
Is it possible to feed 3D arrays that
#92
koheihasegawamd
closed
5 years ago
3
Fast marginal effect plots (i.e., "poor man's PDPs")
#91
bgreenwell
closed
5 years ago
3
get_training_data.default problems
#90
lawremi
closed
5 years ago
2
Handle character columns without cats argument
#89
bgreenwell
closed
4 years ago
0
How to get Partial Dependence of target encoding based categorical feature
#88
kaoribundo
closed
5 years ago
3
Error: Objects of type purrr_function_partial/function not supported by autoplot.
#87
sgadavi3
closed
5 years ago
2
pred_grid() breaks when using output from caret::train() unless all explanatory vars are cast as factors
#86
alexkrolak
closed
5 years ago
4
Progress bar misleading when ICE = TRUE
#85
notiv
closed
2 years ago
6
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