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3 changes: 3 additions & 0 deletions README.Rmd
Original file line number Diff line number Diff line change
Expand Up @@ -16,6 +16,9 @@ knitr::opts_chunk$set(
warning = FALSE,
message = FALSE
)
knitr::opts_knit$set(
base.url = "https://github.com/ielbadisy/funcml/raw/main/"
)
pkgload::load_all(".", export_all = FALSE, helpers = FALSE, quiet = TRUE)
ggplot2::theme_set(theme_funcml())
set.seed(42)
Expand Down
14 changes: 7 additions & 7 deletions README.md
Original file line number Diff line number Diff line change
Expand Up @@ -281,7 +281,7 @@ eval_obj
plot(eval_obj)
```

![](man/figures/README-evaluate-plot-1.png)<!-- -->
![](https://github.com/ielbadisy/funcml/raw/main/man/figures/README-evaluate-plot-1.png)<!-- -->

`funcml` also supports grouped cross-validation, time-based resampling,
and holdout validation through `group_cv()`, `time_cv()`, and
Expand Down Expand Up @@ -324,7 +324,7 @@ tune_obj
plot(tune_obj)
```

![](man/figures/README-tune-plot-1.png)<!-- -->
![](https://github.com/ielbadisy/funcml/raw/main/man/figures/README-tune-plot-1.png)<!-- -->

## Compare learners

Expand Down Expand Up @@ -363,7 +363,7 @@ compare_obj
plot(compare_obj)
```

![](man/figures/README-compare-plot-1.png)<!-- -->
![](https://github.com/ielbadisy/funcml/raw/main/man/figures/README-compare-plot-1.png)<!-- -->

## Interpret fitted models

Expand Down Expand Up @@ -392,7 +392,7 @@ summary(permute_obj)
plot(permute_obj)
```

![](man/figures/README-interpret-permute-plot-1.png)<!-- -->
![](https://github.com/ielbadisy/funcml/raw/main/man/figures/README-interpret-permute-plot-1.png)<!-- -->

A second example shows accumulated local effects for one feature from
the same fitted model.
Expand All @@ -409,7 +409,7 @@ ale_obj <- interpret(
plot(ale_obj)
```

![](man/figures/README-interpret-ale-1.png)<!-- -->
![](https://github.com/ielbadisy/funcml/raw/main/man/figures/README-interpret-ale-1.png)<!-- -->

Other supported methods include PDP, ICE, SHAP, local explanations,
surrogate models, interaction diagnostics, and calibration plots.
Expand All @@ -432,7 +432,7 @@ calibration_obj <- interpret(
plot(calibration_obj)
```

![](man/figures/README-calibration-1.png)<!-- -->
![](https://github.com/ielbadisy/funcml/raw/main/man/figures/README-calibration-1.png)<!-- -->

## Estimate causal effects

Expand Down Expand Up @@ -463,7 +463,7 @@ est_obj
plot(est_obj)
```

![](man/figures/README-estimate-plot-1.png)<!-- -->
![](https://github.com/ielbadisy/funcml/raw/main/man/figures/README-estimate-plot-1.png)<!-- -->

The same interface also supports `ATT`, `CATE`, and `IATE`.

Expand Down
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