@@ -7,8 +7,9 @@ template:
77 primary : " #CA225E"
88
99 includes :
10- in_header : |
11- <script defer data-domain="tidyclust.tidymodels.org,all.tidymodels.org" src="https://plausible.io/js/plausible.js"></script>
10+ in_header : |
11+ <script src="https://cdn.jsdelivr.net/gh/posit-dev/supported-by-posit/js/badge.min.js" data-max-height="43" data-light-bg="#666f76" data-light-fg="#f9f9f9"></script>
12+ <script defer data-domain="tidyclust.tidymodels.org,all.tidymodels.org" src="https://plausible.io/js/plausible.js"></script>
1213
1314development :
1415 mode : auto
@@ -20,64 +21,64 @@ reference:
2021 you want to do. These functions work in a similar fashion to the [model
2122 specification function from parsnip](https://parsnip.tidymodels.org/reference/index.html#models).
2223 contents :
23- - k_means
24- - hier_clust
25- - cluster_spec
26- - cluster_fit
24+ - k_means
25+ - hier_clust
26+ - cluster_spec
27+ - cluster_fit
2728- title : Fit and Inspect
2829 desc : >
2930 These functions are the generics that are supported for specifications
3031 created with tidyclust.
3132 contents :
32- - fit.cluster_spec
33- - set_args.cluster_spec
34- - set_engine.cluster_spec
35- - set_mode.cluster_spec
36- - augment.cluster_fit
37- - glance.cluster_fit
38- - tidy.cluster_fit
39- - extract-tidyclust
33+ - fit.cluster_spec
34+ - set_args.cluster_spec
35+ - set_engine.cluster_spec
36+ - set_mode.cluster_spec
37+ - augment.cluster_fit
38+ - glance.cluster_fit
39+ - tidy.cluster_fit
40+ - extract-tidyclust
4041- title : Prediction
4142 desc : >
4243 Once the cluster specification have been fit, you are likely to want to look
4344 at where the clusters are and which observations are associated with which
4445 cluster.
4546 contents :
46- - predict.cluster_fit
47- - extract_cluster_assignment
48- - extract_centroids
47+ - predict.cluster_fit
48+ - extract_cluster_assignment
49+ - extract_centroids
4950- title : Model based performance metrics
5051 desc : >
5152 These metrics use the fitted clustering model to extract values denoting how
5253 well the model works.
5354 contents :
54- - cluster_metric_set
55- - silhouette_avg
56- - sse_ratio
57- - sse_total
58- - sse_within_total
59- - silhouette
60- - sse_within
55+ - cluster_metric_set
56+ - silhouette_avg
57+ - sse_ratio
58+ - sse_total
59+ - sse_within_total
60+ - silhouette
61+ - sse_within
6162- title : Tuning
6263 desc : >
6364 Functions to allow multiple cluster specifications to be fit at once.
6465 contents :
65- - control_cluster
66- - tidyclust_update
67- - finalize_model_tidyclust
68- - tune_cluster
66+ - control_cluster
67+ - tidyclust_update
68+ - finalize_model_tidyclust
69+ - tune_cluster
6970- title : Tuning Objects
7071 desc : >
7172 Dials objects.
7273 contents :
73- - cut_height
74- - linkage_method
74+ - cut_height
75+ - linkage_method
7576- title : Developer tools
7677 contents :
77- - extract_fit_summary
78- - get_centroid_dists
79- - new_cluster_metric
80- - prep_data_dist
81- - reconcile_clusterings_mapping
82- - translate_tidyclust
83- - min_grid.cluster_spec
78+ - extract_fit_summary
79+ - get_centroid_dists
80+ - new_cluster_metric
81+ - prep_data_dist
82+ - reconcile_clusterings_mapping
83+ - translate_tidyclust
84+ - min_grid.cluster_spec
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