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Update README.md
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fchamroukhi authored Jul 16, 2019
1 parent 8337435 commit c622706
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18 changes: 9 additions & 9 deletions README.md
Original file line number Diff line number Diff line change
Expand Up @@ -88,7 +88,7 @@ snmoe$plot()

<details>

<summary>StMoE</summary>
<summary>TMoE</summary>

``` r
library(meteorit)
Expand All @@ -105,19 +105,18 @@ threshold <- 1e-5
verbose <- TRUE
verbose_IRLS <- FALSE

stmoe <- emStMoE(simulatedstructureddata$X, matrix(simulatedstructureddata$Y),
K, p, q, n_tries, max_iter, threshold, verbose, verbose_IRLS)
tmoe <- emTMoE(simulatedstructureddata$X, matrix(simulatedstructureddata$Y), K, p, q, n_tries, max_iter, threshold, verbose, verbose_IRLS)

stmoe$plot()
tmoe$plot()
```

<img src="man/figures/README-unnamed-chunk-6-1.png" style="display: block; margin: auto;" /><img src="man/figures/README-unnamed-chunk-6-2.png" style="display: block; margin: auto;" /><img src="man/figures/README-unnamed-chunk-6-3.png" style="display: block; margin: auto;" /><img src="man/figures/README-unnamed-chunk-6-4.png" style="display: block; margin: auto;" />
<img src="man/figures/README-unnamed-chunk-7-1.png" style="display: block; margin: auto;" /><img src="man/figures/README-unnamed-chunk-7-2.png" style="display: block; margin: auto;" /><img src="man/figures/README-unnamed-chunk-7-3.png" style="display: block; margin: auto;" /><img src="man/figures/README-unnamed-chunk-7-4.png" style="display: block; margin: auto;" />

</details>

<details>

<summary>TMoE</summary>
<summary>StMoE</summary>

``` r
library(meteorit)
Expand All @@ -134,12 +133,13 @@ threshold <- 1e-5
verbose <- TRUE
verbose_IRLS <- FALSE

tmoe <- emTMoE(simulatedstructureddata$X, matrix(simulatedstructureddata$Y), K, p, q, n_tries, max_iter, threshold, verbose, verbose_IRLS)
stmoe <- emStMoE(simulatedstructureddata$X, matrix(simulatedstructureddata$Y),
K, p, q, n_tries, max_iter, threshold, verbose, verbose_IRLS)

tmoe$plot()
stmoe$plot()
```

<img src="man/figures/README-unnamed-chunk-7-1.png" style="display: block; margin: auto;" /><img src="man/figures/README-unnamed-chunk-7-2.png" style="display: block; margin: auto;" /><img src="man/figures/README-unnamed-chunk-7-3.png" style="display: block; margin: auto;" /><img src="man/figures/README-unnamed-chunk-7-4.png" style="display: block; margin: auto;" />
<img src="man/figures/README-unnamed-chunk-6-1.png" style="display: block; margin: auto;" /><img src="man/figures/README-unnamed-chunk-6-2.png" style="display: block; margin: auto;" /><img src="man/figures/README-unnamed-chunk-6-3.png" style="display: block; margin: auto;" /><img src="man/figures/README-unnamed-chunk-6-4.png" style="display: block; margin: auto;" />

</details>

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