Semagle: F# Framework for Machine Learning and Natural Language Processing
Semagle F# Framework is a demonstration of the idea that machine learning and natural language processing problems can be productively solved using F# language. At the current stage, it is hard to achieve even the 2x performance of the C code, but .NET runtime and F# compiler are improving.
Building
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Simply build Semagle.Framework.sln in Visual Studio 2015, Mono Develop, or Xamarin Studio, or use the FAKE build:
- Windows: Run build.cmd
- Mono on Linux or MacOS X: Run build.sh
Tutorials and documentation
Tutorials
The following tutorials contain examples that demonstrate features of Semagle.Framework:
- SVM classification and regression - shows how to train and evaluate the performance of SVM models for classification and regression problems.
Reference documentation
There's also reference documentation available.
License
Copyright 2016-2022 Serge Slipchenko (Serge.Slipchenko@gmail.com)
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.
