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
setPlaceholdertoset_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_supervisedcalledrandom_minmax. - [CHANGED] Official name of package changes from
SUSItoSuSi. - [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