<commit_before># Changelog

All notable changes to this project will be documented in this file.

## [Unreleased Changes](https://github.com/thouska/spotpy/compare/v1.6.0-rc1...master)

## Spotpy Version [v1.6.0-rc1](https://github.com/thouska/spotpy/compare/v1.5.16..v1.6.0-rc1) (2022-07-15)

* move setuptools config to pyproject.toml following pep621
* Remove old Python2 necessarities [#287]
* Modernize package structure [#287]
* Spotpy source files moved to /src folder [#287]
* Introduce new automatized upload to Pypi and TestPypi [#287]
* New code style [Black](https://black.readthedocs.io/en/stable/the_black_code_style/current_style.html) and [isort](https://pypi.org/project/isort/)


## Spotpy Version [v1.5.16](https://github.com/thouska/spotpy/compare/v1.5.15..v.1.5.16) (2022-06-21)

* Update Tests to new Python3 standards
* Cleanup of old tests
* Introduce Github actions for testing and upload to pypi


## Spotpy Version [v1.5.15](https://github.com/thouska/spotpy/compare/v1.5.14..v.1.5.15) (2022-06-21)

* Using random number of chain pairs to generate the jump in Dream [#284]
* Minor improvements in NSGAii [#246]
* New Tutorial for [List sampling](https://github.com/thouska/spotpy/blob/master/spotpy/examples/tutorial_listsampler.py)
* Longer Strings allowed for parameter names (change from '|U30' to '|U100')
* Longer Floats by default in csv database (change from np.float16 to np.float32)
* Added random_state also for random package, which should better reproducability of spotpy results when set via sampler (not set as default) <commit_msg>Shorter description<commit_after># Changelog

All notable changes to this project will be documented in this file.

## [Unreleased Changes](https://github.com/thouska/spotpy/compare/v1.6.0-rc1...master)

## Spotpy Version [v1.6.0-rc1](https://github.com/thouska/spotpy/compare/v1.5.16..v1.6.0-rc1) (2022-07-15)

* move setuptools config to pyproject.toml following pep621
* Remove old Python2 necessarities [#287]
* Modernize package structure [#287]
* Spotpy source files moved to /src folder [#287]
* Automatized upload to Pypi and TestPypi [#287]
* New code style [Black](https://black.readthedocs.io/en/stable/the_black_code_style/current_style.html) and [isort](https://pypi.org/project/isort/)


## Spotpy Version [v1.5.16](https://github.com/thouska/spotpy/compare/v1.5.15..v.1.5.16) (2022-06-21)

* Update Tests to new Python3 standards
* Cleanup of old tests
* Introduce Github actions for testing and upload to pypi


## Spotpy Version [v1.5.15](https://github.com/thouska/spotpy/compare/v1.5.14..v.1.5.15) (2022-06-21)

* Using random number of chain pairs to generate the jump in Dream [#284]
* Minor improvements in NSGAii [#246]
* New Tutorial for [List sampling](https://github.com/thouska/spotpy/blob/master/spotpy/examples/tutorial_listsampler.py)
* Longer Strings allowed for parameter names (change from '|U30' to '|U100')
* Longer Floats by default in csv database (change from np.float16 to np.float32)
* Added random_state also for random package, which should better reproducability of spotpy results when set via sampler (not set as default) 
{'fraction_non_alphanumeric': 0.12611464968152866, 'fraction_numerical': 0.061146496815286625, 'mean_word_length': 4.588967971530249, 'pattern_counts': {'":': 0, '<': 3, '<?xml version=': 0, '>': 3, 'https://': 14, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'dir': 'git-commits-cleaned', 'id': '4685172', 'n_tokens_mistral': 1179, 'n_tokens_neox': 1063, 'n_words': 305}