2.2.5

• Bug fix in copy
• Added new logger
• Code refactoring

2.24

• small bugfix

2.2.3

• bug fix for nr. samples

2.2.2

• Updating and refactoring to make the library compatible again with new versions of dependencies.

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'})