Recent Releases of pyfts
pyfts - Stable version 1.7
- Type hints
- New methods
- Performance improvements
- Python
Published by petroniocandido almost 3 years ago
pyfts - Stable version 1.6
- Several improvements and bugfixes;
- Performance optimization on fuzzyfication process using indexes;
- New multivariate and nonstationary methods;
- Hyperparameter optimization;
- Distributed methods for scalability;
- FTS with Fuzzy Cognitve Maps.
- Python
Published by petroniocandido almost 7 years ago
pyfts - Documentation for Sphinx
Several improvements and bugfixes, and the 1st Sphinx generated documentation.
- Python
Published by petroniocandido over 7 years ago
pyfts - Export for Zenodo DOI generation (ref. pkg1.2.3)
- Complete refactoring for PEP 8 and PEP257 compliance
- pyPI compliance and support pip
- Seasonal, Multivariate, Nonstationary and Ensemble FTS models, partitioners and fuzzy sets.
- Unification of .forecast*() methods under .predict() method
- Generalization of .train() methods under .fit() method
- Support for distributed fit and forecast using dispy tool
- Improvements on IFTS, PWFTS and HOFTS methods.
- Better suport for probabilistic forecasting
- Jupyter notebooks with usage examples
- Sample datasets (Enrollments, AirPassengers, Sunspots, TAIEX, S&P 500, NASDAQ, SONDA, INMET, BEST)
- Tested with Python 3.6
- Python
Published by petroniocandido almost 8 years ago
pyfts - Export for Zenobo
Export for DOI generation at Zenobo tool
- Python
Published by petroniocandido almost 9 years ago