Please report new bugs or the required functionality in new tasks.
**Features**
1. Now you can install FuzzyClassificator via pip:
pip install FuzzyClassificator [--upgrade] [--pre]
2. API work mode added. You can use Main() function if FuzzyClassificator imported as a module. Also API work in Anaconda python interpreter. Work examples with API added to README.md (See chapter "Work with API").
3. Documentation auto-updated from [README.md](https://github.com/devopshq/FuzzyClassificator/blob/master/README.md) on the GitHub-pages. More usage examples and classificating scheme added: https://devopshq.github.io/FuzzyClassificator/
4. --version console key added which show version as major.minor.["dev"]build. Also version is printed in the log.
5. --show-expected console key added which show column with expected results if classifying ethalon data file.
**Improvements**
1. Build-process realized using Travis-CI. After success build FuzzyClassificator auto-uploaded to PyPI: .whl archive suported.
2. Badges with links and actual statuses from Travis-CI, PyPI and Codacy services added to README.md.
3. A lot of code refactoring. Code quality grade increased from B to A using Codacy service: https://www.codacy.com/app/tim55667757/FuzzyClassificator/dashboard
4. Some unit-tests on base routines added.
release-1.2
Important:
1. Re-license to MIT.
2. Freezed development in old personal project https://github.com/Tim55667757/FuzzyClassificator and move it to the Open DevOps Community: https://github.com/devopshq/FuzzyClassificator
Features:
1. Stop train if errors less than some value.
2. Auto-update error status in log after given epochs time.
3. Saving the best network during training time.
4. Updated usage examples.
5. Optimized all critical methods - the program began to work several times faster!
See more (articles in russian):
1. Vulnerability testing methods: https://habrahabr.ru/company/pt/blog/187636/
2. Mathematical apparatus:
* https://fundamental-research.ru/ru/article/view?id=35511
* http://math-n-algo.blogspot.ru/2014/08/FuzzyClassificator.html
* https://habrahabr.ru/company/pt/blog/246197/
* http://math-n-algo.blogspot.ru/2013/04/blog-post.html
3. Implementation: https://habrahabr.ru/company/pt/blog/274241/
4. Op!DevOps! meet up: https://habrahabr.ru/company/pt/blog/323436/