v2.2.1

• Fix for scatter. Update in input parameters

v2.2.0

• Fixes for tSNE perplexity and title
• add normalization parameter
• Various other improvements
• Docstrings update

v2.1.6

• many fixes and updates
• wget is replaces by internal functions
• plots are updated
• added new plot: ce.plot_silhouette()
• bugfix for min_samples fixed
• jitter functionality added
• logging improved
• update docstrings

v2.1.5

• fix in case silscore is empty

v2.1.4

• sklearn changed into scikit-learn in both requirements and setup file.

v2.1.3

• Parameter savefig can now be used to store figures in plot, scatter and dendrogram

Example:

from clusteval import clusteval
X, y = make_blobs(n_samples=600, centers=[[1, 1], [-1, -1], [1, -1]], cluster_std=0.4, random_state=0)
ce = clusteval(cluster='agglomerative', evaluate='derivative')
results = ce.fit(X)

ce.plot(savefig={'fname':'clusteval_plot.png'})
ce.scatter(X, dot_size=100, savefig={'fname':'clusteval_scatter.png'})
ce.dendrogram(savefig={'fname':'clusteval_dendrogram.png'})

2.1.2

• added DOI

2.1.1

• Input parameter "method" is changed into "evaluate"
• Added docstrings
• Some code refactoring and cleaning

2.1.0

• improved default parameters for dbscan to detect clusters of various densities

2.0.5

• bug fix in the special case when no clusters are possible to detect