{"repo":"mdabros/SharpLearning","free":true,"listed":false,"github":"https://github.com/mdabros/SharpLearning","clone":"git clone https://github.com/mdabros/SharpLearning.git","description":"Machine learning for C# .Net","language":"C#","stars":411,"topics":["machine-learning","csharp","decision-trees","adaboost","gradient-boosting-machine","random-forest","neural-nets","deep-learning","ensemble-learning","cross-validation"],"license":"MIT","category":"machine-learning","readme_excerpt":"SharpLearning ================= SharpLearning is an opensource machine learning library for C# .Net. The goal of SharpLearning is to provide .Net developers with easy access to machine learning algorithms and models. Currently the main focus is supervised learning for classification and regression, while also providing the necesarry tools for optimizing and validating the trained models. SharpLearning provides a simple high-level interface for machine learning algorithms. In SharpLearning a machine learning algorithm is refered to as a Learner , and a machine learning model is refered to as a PredictorModel . An example of usage can be seen below: All machine learning algorithms and models implement the same interface for easy replacement. Currently SharpLearning supports the following machine learning algorithms and models: DecisionTrees Adaboost (trees) GradientBoost (trees) RandomForest ExtraTrees NeuralNets (layers for fully connected and convolutional nets) Ensemble Learning All the machine learning algorithms have sensible default hyperparameters for easy usage. However, several optimization methods are available for hyperparameter tuning: GridSearch RandomSearch ParticleSwarm GlobalizedBoundedNelderMead Hyperband BayesianOptimization License ------- SharpLearning is covered under the terms of the MIT license. You may therefore link to it and use it in both opensource and proprietary software projects. Documentation ------------- SharpLearning contains xml documentation","default_branch":null,"files":null,"tree":[],"storefront":"/r/mdabros","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/mdabros/SharpLearning/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}