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ML classifiers and fuzzy constraints

Quick start

You can install the software along with all its dependencies from GitHub:

$ git clone https://github.com/glubbdubdrib/fuzzy-ml.git
$ cd ./fuzzy-ml
$ pip install -r requirements.txt .

The project depends on three scikit libraries:

  • scikit-learn: for standard ML models
  • scikit-fuzzy: for the fuzzy logic system
  • scikit-posthocs: for statistical hypothesis tests used to extract rules automatically from the training set

Source

The source code and minimal working examples can be found on GitHub.

Licence

Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at: http://www.apache.org/licenses/LICENSE-2.0.

Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.

See the License for the specific language governing permissions and limitations under the License.