clusteval - 2.2.5

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

- Jupyter Notebook
Published by erdogant about 1 year ago

clusteval - 2.24

• small bugfix

- Jupyter Notebook
Published by erdogant over 1 year ago

clusteval - 2.2.3

• bug fix for nr. samples

- Jupyter Notebook
Published by erdogant over 1 year ago

clusteval - 2.2.2

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

- Jupyter Notebook
Published by erdogant over 1 year ago

clusteval - v2.2.1

• Fix for scatter. Update in input parameters

- Jupyter Notebook
Published by erdogant about 3 years ago

clusteval - v2.2.0

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

- Jupyter Notebook
Published by erdogant about 3 years ago

clusteval - 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

- Jupyter Notebook
Published by erdogant about 3 years ago

clusteval - v2.1.5

• fix in case silscore is empty

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Published by erdogant about 3 years ago

clusteval - v2.1.4

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

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Published by erdogant over 3 years ago

clusteval - v2.1.3

• Parameter savefigcan now be used to store figures in plot, scatterand dendrogram

Example: ``` from clusteval import clusteval X, y = makeblobs(nsamples=600, centers=[[1, 1], [-1, -1], [1, -1]], clusterstd=0.4, randomstate=0) ce = clusteval(cluster='agglomerative', evaluate='derivative') results = ce.fit(X)

ce.plot(savefig={'fname':'clustevalplot.png'}) ce.scatter(X, dotsize=100, savefig={'fname':'clustevalscatter.png'}) ce.dendrogram(savefig={'fname':'clustevaldendrogram.png'})

```

- Jupyter Notebook
Published by erdogant about 4 years ago

clusteval - 2.1.2

• added DOI

- Jupyter Notebook
Published by erdogant over 4 years ago

clusteval - 2.1.1

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

- Jupyter Notebook
Published by erdogant over 4 years ago

clusteval - 2.1.0

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

- Jupyter Notebook
Published by erdogant over 4 years ago

clusteval - 2.0.5

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

- Jupyter Notebook
Published by erdogant over 4 years ago

clusteval - 2.0.4

• check for correctness of the input parameters cluster and method.
• better error handling for hdbscan

- Jupyter Notebook
Published by erdogant over 4 years ago

clusteval - 2.0.3

• bugfix for hdbscan: AttributeError: 'clusteval' object has no attribute 'results'
• Added licence in setup.py

- Jupyter Notebook
Published by erdogant over 4 years ago

clusteval - 2.0.2

• fix for dendrogram cut in special cases

- Jupyter Notebook
Published by erdogant about 5 years ago

clusteval - 2.0.1

• bug Fix in case no clusters are detected

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Published by erdogant about 5 years ago

clusteval - 2.0.0

Huge structural update. The input parameter "method" can only be used for the evaluation of methods, such as silhouette, dbindex and derivative. The clustering approach can separately be chosen using the input parameter "cluster", which can be: agglomerative, kmeans, dbscan, hdbscan.

• added input parameter: "cluster"
  • input parameter "method" is for: silhouette, dbindex, derivative
  • Changed input parameter minclusters to min_clust
  • Changed input parameter maxclusters to max_clust
  • Pep8 styling
  • code refactoring
  • Docstrings updated

- Jupyter Notebook
Published by erdogant over 5 years ago

clusteval - 1.0.2

• dendrogram plotting possible
• Docstring updates

- Jupyter Notebook
Published by erdogant almost 6 years ago

clusteval - 1.0.1

• Fix for hdbscan plotting

- Jupyter Notebook
Published by erdogant almost 6 years ago

clusteval - 1.0.0

Huge and happy update in clusteval

• Code refactored into classes
• docstrings updated
• plot centralized
• scatter centralized
• code cleaning
• examples added

Have fun!

- Jupyter Notebook
Published by erdogant about 6 years ago

clusteval - 0.1.1

- Jupyter Notebook
Published by erdogant over 6 years ago

clusteval - 0.1.0

- Jupyter Notebook
Published by erdogant over 6 years ago