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chore: readme
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be-marc committed Sep 12, 2024
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1 change: 1 addition & 0 deletions README.Rmd
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Expand Up @@ -16,6 +16,7 @@ library(mlr3cluster)
library(mlr3misc)
lrn_clust = as.data.table(mlr3::mlr_learners)[task_type == "clust", .(key, label, packages)]
msr_clust = as.data.table(mlr3::mlr_measures)[task_type == "clust", .(key, label, packages)]
lrn_clust = lrn_clust[key != c("clust.bico", "clust.birch")] # remove after cran release
```

# mlr3cluster
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18 changes: 8 additions & 10 deletions README.md
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Expand Up @@ -41,10 +41,10 @@ pak::pak("mlr-org/mlr3cluster")

The current version of **mlr3cluster** contains:

- A selection of 24 clustering learners that represent a wide variety of
clusterers: partitional, hierarchical, fuzzy, etc.
- A selection of 4 performance measures
- Two built-in tasks to get started with clustering
- A selection of 22 clustering learners that represent a wide variety
of clusterers: partitional, hierarchical, fuzzy, etc.
- A selection of 4 performance measures
- Two built-in tasks to get started with clustering

Also, the package is integrated with
**[mlr3viz](https://github.com/mlr-org/mlr3viz)** which enables you to
Expand All @@ -60,8 +60,6 @@ create great visualizations with just one line of code!
| [clust.SimpleKMeans](https://mlr3cluster.mlr-org.com/reference/mlr_learners_clust.SimpleKMeans) | K-Means (Weka) | [RWeka](https://cran.r-project.org/package=RWeka) |
| [clust.agnes](https://mlr3cluster.mlr-org.com/reference/mlr_learners_clust.agnes) | Agglomerative Hierarchical Clustering | [cluster](https://cran.r-project.org/package=cluster) |
| [clust.ap](https://mlr3cluster.mlr-org.com/reference/mlr_learners_clust.ap) | Affinity Propagation Clustering | [apcluster](https://cran.r-project.org/package=apcluster) |
| [clust.bico](https://mlr3cluster.mlr-org.com/reference/mlr_learners_clust.bico) | BICO Clustering | [stream](https://cran.r-project.org/package=stream) |
| [clust.birch](https://mlr3cluster.mlr-org.com/reference/mlr_learners_clust.birch) | BIRCH Clustering | [stream](https://cran.r-project.org/package=stream) |
| [clust.cmeans](https://mlr3cluster.mlr-org.com/reference/mlr_learners_clust.cmeans) | Fuzzy C-Means Clustering Learner | [e1071](https://cran.r-project.org/package=e1071) |
| [clust.cobweb](https://mlr3cluster.mlr-org.com/reference/mlr_learners_clust.cobweb) | Cobweb Clustering | [RWeka](https://cran.r-project.org/package=RWeka) |
| [clust.dbscan](https://mlr3cluster.mlr-org.com/reference/mlr_learners_clust.dbscan) | Density-Based Clustering | [dbscan](https://cran.r-project.org/package=dbscan) |
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## Future Plans

- Add more learners and measures
- Integrate the package with
**[mlr3pipelines](https://github.com/mlr-org/mlr3pipelines)** (work in
progress)
- Add more learners and measures
- Integrate the package with
**[mlr3pipelines](https://github.com/mlr-org/mlr3pipelines)** (work
in progress)

If you have any questions, feedback or ideas, feel free to open an issue
[here](https://github.com/mlr-org/mlr3cluster/issues).

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