Recent Releases of susi

susi - SuSi 1.4.3

What's Changed

  • Add compatibility to scikit-learn 1.6 by @felixriese in https://github.com/felixriese/susi/pull/54

Full Changelog: https://github.com/felixriese/susi/compare/v1.4.2...v1.4.3

- Python
Published by felixriese about 1 year ago

susi - SuSi 1.4.2

What's Changed

  • Add numpy placeholder by @felixriese in https://github.com/felixriese/susi/pull/52

Full Changelog: https://github.com/felixriese/susi/compare/v1.4.1...v1.4.2

- Python
Published by felixriese over 1 year ago

susi - SuSi 1.4.1

What's Changed

  • Add Numpy 2.x compatibility by @felixriese in https://github.com/felixriese/susi/pull/49

Full Changelog: https://github.com/felixriese/susi/compare/v1.4.0...v1.4.1

- Python
Published by felixriese over 1 year ago

susi - SuSi 1.4.0

What's Changed

  • ADD read-the-docs config by @felixriese in https://github.com/felixriese/susi/pull/43
  • Add formatting to CI by @felixriese in https://github.com/felixriese/susi/pull/44
  • Prepare for Python 3.12 support by @felixriese in https://github.com/felixriese/susi/pull/46
  • Fix rtd docs by @felixriese in https://github.com/felixriese/susi/pull/47
  • Add docs requirements.txt for rtd by @felixriese in https://github.com/felixriese/susi/pull/48

Full Changelog: https://github.com/felixriese/susi/compare/v1.3.0...v1.4.0

- Python
Published by felixriese almost 2 years ago

susi - SuSi 1.3.0

What's Changed

  • FIX documentation by @felixriese in https://github.com/felixriese/susi/pull/31
  • Refactor requirements and CI workflow by @felixriese in https://github.com/felixriese/susi/pull/34
  • ADD pre-commit hook by @felixriese in https://github.com/felixriese/susi/pull/35
  • FIX type hints by @felixriese in https://github.com/felixriese/susi/pull/36
  • FIX vuepress deployment action by @felixriese in https://github.com/felixriese/susi/pull/37
  • Fix copyrights by @felixriese in https://github.com/felixriese/susi/pull/38
  • FIX quantization error calculation by @felixriese in https://github.com/felixriese/susi/pull/40
  • REMOVE python 3.7, ADD python 3.11 by @felixriese in https://github.com/felixriese/susi/pull/41

Full Changelog: https://github.com/felixriese/susi/compare/v1.2.2...v1.3.0

- Python
Published by felixriese over 2 years ago

susi - SuSi 1.2.2

  • [ADDED] Official support for Python 3.10.
  • [REMOVED] Official support for Python 3.6 (will be deprecated end of 2021 anyways). It might still work, but will not be maintained on this version.

- Python
Published by felixriese about 4 years ago

susi - SuSi 1.2.1

  • [ADDED] Quantization error getquantizationerror()

- Python
Published by felixriese over 4 years ago

susi - SuSi 1.2

  • [ADDED] Landing page with vuepress.
  • [ADDED] Conda-forge recipe.
  • [ADDED] Function SOMClassifier.predict_proba()
  • [ADDED] Example notebook for multi-output regression
  • [CHANGED] Code formatting to black.
  • [CHANGED] CI from travis to GitHub actions.
  • [FIXED] Requirements in setup.py

- Python
Published by felixriese almost 5 years ago

susi - SuSi 1.1.2

  • [ADDED] Python 3.9 support. Python 3.6 support will be removed soon.
  • [CHANGED] Function names for private use now start with an underscore.

- Python
Published by felixriese about 5 years ago

susi - SuSi 1.1.1

  • [ADDED] New distance metric "spectralangle".
  • [ADDED] FAQs.
  • [ADDED] Separate between positional and keyword parameters.
  • [ADDED] Plot script for neighborhood distance weight matrix.
  • [FIXED] Added inherited members to code documentation.

- Python
Published by felixriese over 5 years ago

susi - SuSi 1.1.0

  • [ADDED] Logo.
  • [ADDED] SOMPlots documentation.
  • [REMOVED] Python 3.5 support. Now, only 3.6-3.8 are supported.
  • [FIXED] Scikit-learn warnings regarding validation of positional arguments.
  • [FIXED] Sphinx documentation warnings.

- Python
Published by felixriese over 5 years ago

susi - SuSi 1.0.10

  • [ADDED] Support for Python 3.8.x.
  • [ADDED] Test coverage and MultiOutput test.
  • [CHANGED] Function setPlaceholder to set_placeholder.
  • [FIXED] Documentation links

- Python
Published by felixriese almost 6 years ago

susi - SuSi 1.0.9

  • [ADDED] Documentation of the hyperparameters.
  • [ADDED] Plot scripts.
  • [CHANGED] Structure of the module files.

- Python
Published by felixriese almost 6 years ago

susi - SuSi 1.0.8

  • [FIXED] Replaced scikit-learn sklearn.utils.fixes.parallel_helper, see #12.

- Python
Published by felixriese about 6 years ago

susi - SuSi 1.0.7

  • [ADDED] Optional tqdm visualization of the SOM training
  • [ADDED] New init_mode_supervised called random_minmax.
  • [CHANGED] Official name of package changes from SUSI to SuSi.
  • [CHANGED] Docstrings for functions are now according to guidelines.
  • [FIXED] Semi-supervised classification handling, sample weights
  • [FIXED] Supervised classification SOM initalization of n_iter_supervised
  • [FIXED] Code refactored according to prospector
  • [FIXED] Resolved bug in get_datapoints_from_node() for unsupervised SOM.

- Python
Published by felixriese about 6 years ago

susi - SUSI 1.0.6

  • [ADDED] Semi-supervised abilities for classifier and regressor
  • [ADDED] Example notebooks for semi-supervised applications
  • [ADDED] Tests for example notebooks
  • [FIXED] Code looks better in documentation with sphinx.ext.napoleon
  • [CHANGED] Requirements for the SUSI package
  • [REMOVED] Support for Python 3.4

- Python
Published by felixriese over 6 years ago

susi - SUSI 1.0.5

  • [ADDED] PCA initialization of the SOM weights with 2 principal components
  • [ADDED] Variable variance
  • [CHANGED] Moved installation guidelines and examples to documentation

- Python
Published by felixriese almost 7 years ago

susi - SUSI 1.0.4

Changes: - [ADDED] Batch algorithm for unsupervised and supervised SOM - [ADDED] Calculation of the unified distance matrix (u-matrix) - [FIXED] Added estimator_check of scikit-learn and fixed recognized issues

- Python
Published by felixriese almost 7 years ago

susi - SUSI 1.0.3

  • [ADDED] Link to arXiv paper
  • [ADDED] Mexican-hat neighborhood distance weight
  • [ADDED] Possibility for different initialization modes
  • [CHANGED] Simplified initialization of estimators
  • [FIXED] URLs and styles in documentation
  • [FIXED] Colormap in Salinas example

- Python
Published by felixriese almost 7 years ago

susi - SUSI: SUpervised Self-organIzing maps in Python

- Python
Published by felixriese almost 7 years ago

susi - SUSI with minor improvements

- Python
Published by felixriese almost 7 years ago

susi - Initial Release of SUSI

- Python
Published by felixriese almost 7 years ago