TODO List

[MahmoudAbdelRahman]

Here is a list of tasks to be finished for the upcoming release: Adding the following components:

Support Vector Machines

• [x] Support Vector Classifier.
• [x] Nu-Support Vector Classification.
• [x] Linear Support Vector Classification.
• [x] Epsilon-Support Vector Regression.
• [x] Linear Support Vector Regression. -- Needs revision --
• [x] Nu Support Vector Regression.

• [x] Unsupervised Outlier Detection. [OneClassSVM]

  Nearest Neighbors.

• [ ] NearestNeighbors (Unsupervised learner for implementing neighbor searches.)
• [ ] KNeighborsClassifier (Classifier implementing the k-nearest neighbors vote.)
• [ ] RadiusNeighborsClassifier (Classifier implementing a vote among neighbors within a given radius)
• [ ] KNeighborsRegressor ( Regression based on k-nearest neighbors. )
• [ ] RadiusNeighborsRegressor (Regression based on neighbors within a fixed radius)
• [ ] NearestCentroid (Nearest centroid classifier.)
• [ ] BallTree (BallTree for fast generalized N-point problems)

• [ ] KDTree (KDTree for fast generalized N-point problems)

• [ ] Naive Bayes
• [ ] Decision Trees
• [ ] Random Forests
• [ ] Neural Network
• [ ] Gaussian Processes
• [ ] AdaBoost

[MahmoudAbdelRahman]

neat icons need to be designed

[Jonydeere1]

Hi! Thank's for this Tool !!! Im user of Gh AND THIS AWESOME!!!

The Boxes that are not cheked... Are soported in GH pluguin?????