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TODO List #1

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7 of 21 tasks
MahmoudAbdelRahman opened this issue Jun 4, 2017 · 2 comments
Open
7 of 21 tasks

TODO List #1

MahmoudAbdelRahman opened this issue Jun 4, 2017 · 2 comments
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enhancement

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@MahmoudAbdelRahman
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MahmoudAbdelRahman commented Jun 4, 2017 •
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Here is a list of tasks to be finished for the upcoming release:
Adding the following components:

Support Vector Machines

  • Support Vector Classifier.
  • Nu-Support Vector Classification.
  • Linear Support Vector Classification.
  • Epsilon-Support Vector Regression.
  • Linear Support Vector Regression. -- Needs revision --
  • Nu Support Vector Regression.
  • 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
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MahmoudAbdelRahman commented Jun 13, 2017 •
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neat icons need to be designed
supportvectormachines

@Jonydeere1
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Hi! Thank's for this Tool !!! Im user of Gh AND THIS AWESOME!!!

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

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@MahmoudAbdelRahman @Jonydeere1