PyIT2FLS 0.8.6

Minor bug fix concerning the IT2Mamdani_ML_Model class.

PyIT2FLS 0.8.5

Removing a deprecated numpy module ...

PyIT2FLS 0.8.4

Just some minor improvements ...

Features coming up in the next version (0.9.0):

• Supporting Generalized Type 2 Fuzzy Sets and Systems.
• Supporting FCL.
• Introduction of a GUI for facilitating system design.

PyIT2FLS 0.8.3

Supporting new optimization algorithms ...

PyIT2FLS 0.8.2

Just some minor improvements ...

Features coming up in the next version (0.9.0):

• Supporting Generalized Type 2 Fuzzy Sets and Systems.
• Supporting FCL.
• Introduction of a GUI for facilitating system design.

PyIT2FLS 0.8.1

Just some minor edits in codes and examples ...

Features coming up in the next version

• Supporting Generalized Type 2 Fuzzy Sets and Systems.
• Supporting FCL.
• Introduction of a GUI for facilitating system design.

PyIT2FLS 0.8.0

• Starting initial support of machine learning models based on fuzzy systems. Based on
  optimization for execution time or linguistic interpretability of the results, these
  models may have different computational efficiency.
  • Type 1 TSK Model
  • Type 1 Mamdani Model
  • Interval Type 2 TSK Model
  • Interval Type 2 Mamdani Model
• Starting initial support of Takagi-Sugeno models, widely used in dynamic systems control:
  • Type 1 Takagi-Sugeno System
  • Interval Type 2 Takagi-Sugeno System
• Documentations have been enhanced and published over readthedocs.
  More enhancement are on the way with more tutorials and examples.
• Some functions were deprecated in SciPy, NumPy, and Matplotlib. There are updates
  concerning this issue.
• More exception handling have been done in the new version of the PyIT2FLS, but not
  completed, yet.
• Minor enhancements have been made in plotting functions.

PyIT2FLS v0.7.9

Fixing some bugs ...

PyIT2FLS v0.7.8

Fixing some bugs ...

PyIT2FLS v0.7.6

Some updates ...