mltool-0.1.0.2: Machine Learning Toolbox

Haskell Machine Learning Toolkit includes various methods of supervised learning: linear regression, logistic regression, SVN, neural networks, etc. as well as some methods of unsupervised methods: K-Means and PCA.

Modules

MachineLearning Machine Learning
- Classification
  - MachineLearning.Classification.Binary Binary Classification.
  - MachineLearning.Classification.MultiClass MultiClass Classification.
  - MachineLearning.Classification.OneVsAll One-vs-All Classification.
- MachineLearning.Clustering Clustering
- MachineLearning.LeastSquaresModel Least Squares Model
- MachineLearning.LogisticModel Logistic Regression Model
- MachineLearning.Model Regression Model
- MachineLearning.MultiSvmClassifier Multiclass Support Vector Machines Classifier.
- MachineLearning.NeuralNetwork Neural Network
  - MachineLearning.NeuralNetwork.Layer Neural Network's Layer
  - MachineLearning.NeuralNetwork.LogisticLoss Logistic Loss.
  - MachineLearning.NeuralNetwork.MultiSvmLoss Multi SVM Loss.
  - MachineLearning.NeuralNetwork.Regularization Regularization
  - MachineLearning.NeuralNetwork.ReluActivation ReLu Activation
  - MachineLearning.NeuralNetwork.SigmoidActivation Sigmoid
  - MachineLearning.NeuralNetwork.SoftmaxLoss Softmax Loss.
  - MachineLearning.NeuralNetwork.TanhActivation Tanh Activation.
  - MachineLearning.NeuralNetwork.Topology Neural Network's Topology
  - MachineLearning.NeuralNetwork.TopologyMaker Topology Maker
  - MachineLearning.NeuralNetwork.WeightInitialization Weight Initialization
- MachineLearning.Optimization Optimization
  - MachineLearning.Optimization.GradientDescent Gradient Descent
  - MachineLearning.Optimization.MinibatchGradientDescent Gradient Descent
- MachineLearning.PCA Principal Component Analysis.
- MachineLearning.Random Random generation utility functions.
- MachineLearning.Regression Regression
- MachineLearning.Regularization Regularization
- MachineLearning.SoftmaxClassifier Softmax Classifier.
- MachineLearning.TerminalProgress Learn function with progress bar for terminal.
- MachineLearning.Types Common Types
- MachineLearning.Utils Utils