com.scalaml

build.sbt

@@ -1,4 +1,4 @@
-name := "scala-ml"
+name := "scalaml-algo"
 
 version := "0.4"
 

src/main/scala/algorithm/Algorithm.scala

@@ -1,7 +1,7 @@
 // Wei Chen - Algorithm
 // 2018-09-22
 
-package com.interplanetarytech.algorithm
+package com.scalaml.algorithm
 
 trait Algorithm {
     val algotype: String

src/main/scala/algorithm/analysis/ANOVA.scala

@@ -1,7 +1,7 @@
 // Wei Chen - ANOVA
 // 2017-08-30
 
-package com.interplanetarytech.algorithm
+package com.scalaml.algorithm
 
 class ANOVA(data: Array[Array[Double]]) {
 

src/main/scala/algorithm/analysis/LDA.scala

@@ -1,8 +1,8 @@
 // Wei Chen - Linear Discriminant Analysis
 // 2017-09-01
 
-package com.interplanetarytech.algorithm
-import com.interplanetarytech.general.MatrixFunc._
+package com.scalaml.algorithm
+import com.scalaml.general.MatrixFunc._
 
 class LDA(d1: Array[Array[Double]], d2: Array[Array[Double]]) {
 

src/main/scala/algorithm/analysis/QDA.scala

@@ -1,8 +1,8 @@
 // Wei Chen - Quadratic Discriminant Analysis
 // 2017-09-01
 
-package com.interplanetarytech.algorithm
-import com.interplanetarytech.general.MatrixFunc._
+package com.scalaml.algorithm
+import com.scalaml.general.MatrixFunc._
 
 class QDA(d1: Array[Array[Double]], d2: Array[Array[Double]]) {
 

src/main/scala/algorithm/analysis/StudentT.scala

@@ -1,7 +1,7 @@
 // Wei Chen - Student T
 // 2017-07-25
 
-package com.interplanetarytech.algorithm
+package com.scalaml.algorithm
 
 class StudentT {
 

src/main/scala/algorithm/classification/BasicNN.scala

@@ -1,8 +1,8 @@
 // Wei Chen - NN - Neural Network with basic sigmoid
 // 2016-08-29
 
-package com.interplanetarytech.algorithm
-import com.interplanetarytech.general.MatrixFunc._
+package com.scalaml.algorithm
+import com.scalaml.general.MatrixFunc._
 
 class BasicNN(val layer_neurons: Array[Int], val input_column: Int, val output_column: Int) {
     val layer_number = layer_neurons.size

src/main/scala/algorithm/classification/BayesianDecision.scala

@@ -1,8 +1,8 @@
 // Wei Chen - Bayesian Decision
 // 2015-12-20
 
-package com.interplanetarytech.algorithm
-import com.interplanetarytech.general.MatrixFunc._
+package com.scalaml.algorithm
+import com.scalaml.general.MatrixFunc._
 
 class BayesianDecision() extends Classification {
     val algoname: String = "BayesianDecision"

src/main/scala/algorithm/classification/Classification.scala

@@ -1,7 +1,7 @@
 // Wei Chen - Classification
 // 2018-09-12
 
-package com.interplanetarytech.algorithm
+package com.scalaml.algorithm
 
 trait Classification extends Algorithm {
     val algotype: String = "Classification"

src/main/scala/algorithm/classification/DecisionTree.scala

@@ -1,7 +1,7 @@
 // Wei Chen - Decision Tree
 // 2016-11-24
 
-package com.interplanetarytech.algorithm
+package com.scalaml.algorithm
 
 class DecisionNode(
     val col: Int, val v: Double,

src/main/scala/algorithm/classification/GaussianProcess.scala

@@ -1,9 +1,8 @@
 // Wei Chen - Gaussian Process
 // 2016-11-24
 
-package com.interplanetarytech.algorithm
-
-import com.interplanetarytech.general.MatrixFunc._
+package com.scalaml.algorithm
+import com.scalaml.general.MatrixFunc._
 
 class GaussianProcess() extends Classification {
     val algoname: String = "GaussianProcess"

src/main/scala/algorithm/classification/KNN.scala

@@ -1,7 +1,7 @@
 // Wei Chen - K-Nearest-Neighborhood
 // 2015-12-21
 
-package com.interplanetarytech.algorithm
+package com.scalaml.algorithm
 
 class KNN() extends Classification {
     val algoname: String = "KNN"

src/main/scala/algorithm/classification/LinearClassification.scala

@@ -1,8 +1,8 @@
 // Wei Chen - Linear Classification
 // 2015-12-21
 
-package com.interplanetarytech.algorithm
-import com.interplanetarytech.general.MatrixFunc._
+package com.scalaml.algorithm
+import com.scalaml.general.MatrixFunc._
 
 class LinearClassification() extends Classification {
     val algoname: String = "LinearRegression"

src/main/scala/algorithm/classification/LinearSVM.scala

@@ -1,8 +1,8 @@
 // Wei Chen - LSVM - linear Support Vector Machine
 // 2015-12-09
 
-package com.interplanetarytech.algorithm
-import com.interplanetarytech.general.MatrixFunc._
+package com.scalaml.algorithm
+import com.scalaml.general.MatrixFunc._
 
 // LinearSVM = linear Support Vector Machine
 // This core function only support dual classification cus linear

src/main/scala/algorithm/classification/NaiveBoost.scala

@@ -1,7 +1,7 @@
 // Wei Chen - Naive Boost
 // 2018-09-26
 
-package com.interplanetarytech.algorithm
+package com.scalaml.algorithm
 
 class NaiveBoost() extends Classification {
     val algoname: String = "NaiveBoost"

src/main/scala/algorithm/classification/Perceptron.scala

@@ -1,8 +1,8 @@
 // Wei Chen - Perceptron - linear version no kernel
 // 2015-11-26
 
-package com.interplanetarytech.algorithm
-import com.interplanetarytech.general.MatrixFunc._
+package com.scalaml.algorithm
+import com.scalaml.general.MatrixFunc._
 
 class Perceptron() extends Classification {
     val algoname: String = "Perceptron"

src/main/scala/algorithm/classification/RandomForest.scala

@@ -1,7 +1,7 @@
 // Wei Chen - Random Forest
 // 2016-11-28
 
-package com.interplanetarytech.algorithm
+package com.scalaml.algorithm
 
 class RandomForest() extends Classification {
     val algoname: String = "RandomForest"

src/main/scala/algorithm/classification/WeightedBoost.scala

@@ -1,7 +1,7 @@
 // Wei Chen - Weighted Boost
 // 2018-09-26
 
-package com.interplanetarytech.algorithm
+package com.scalaml.algorithm
 
 class WeightedBoost() extends Classification {
     val algoname: String = "WeightedBoost"

src/main/scala/algorithm/clustering/BIRCH.scala

@@ -1,8 +1,8 @@
 // Wei Chen - BIRCH
 // 2016-11-18
 
-package com.interplanetarytech.algorithm
-import com.interplanetarytech.general.MatrixFunc._
+package com.scalaml.algorithm
+import com.scalaml.general.MatrixFunc._
 
 class BIRCH() extends Clustering {
     val algoname: String = "BIRCH"

src/main/scala/algorithm/clustering/Clustering.scala

@@ -1,7 +1,7 @@
 // Wei Chen - Clustering
 // 2018-09-30
 
-package com.interplanetarytech.algorithm
+package com.scalaml.algorithm
 
 trait Clustering extends Algorithm {
     val algotype: String = "Clustering"

src/main/scala/algorithm/clustering/DBSCAN.scala

@@ -1,8 +1,8 @@
 // Wei Chen - DBSCAN
 // 2016-11-10
 
-package com.interplanetarytech.algorithm
-import com.interplanetarytech.general.MatrixFunc._
+package com.scalaml.algorithm
+import com.scalaml.general.MatrixFunc._
 
 // val data = Array(Array(1.0, 2.0), Array(1.0, 1.0), Array(0.8, 1.0),
 //     Array(2.0, 3.0), Array(1.1, 1.1), Array(2.0, 2.2), Array(6.0, 5.0),

src/main/scala/algorithm/clustering/DensityPeakCluster.scala

@@ -1,8 +1,8 @@
 // Wei Chen - Alex Rodriquez Fast Cluster Science 2014
 // 2015-07-08
 
-package com.interplanetarytech.algorithm
-import com.interplanetarytech.general.MatrixFunc._
+package com.scalaml.algorithm
+import com.scalaml.general.MatrixFunc._
 
 class DensityPeakCluster() extends Clustering {
     val algoname: String = "DensityPeakCluster"

src/main/scala/algorithm/clustering/EMCluster.scala

@@ -1,8 +1,8 @@
 // Wei Chen - K-Mean
 // 2016-11-07
 
-package com.interplanetarytech.algorithm
-import com.interplanetarytech.general.MatrixFunc._
+package com.scalaml.algorithm
+import com.scalaml.general.MatrixFunc._
 
 class EMCluster() extends Clustering {
     val algoname: String = "EMCluster"

src/main/scala/algorithm/clustering/HDBSCAN.scala

@@ -1,8 +1,8 @@
 // Wei Chen - HDBSCAN
 // 2016-11-12
 
-package com.interplanetarytech.algorithm
-import com.interplanetarytech.general.MatrixFunc._
+package com.scalaml.algorithm
+import com.scalaml.general.MatrixFunc._
 
 // val data = Array(Array(1.0, 2.0), Array(1.0, 1.0), Array(0.8, 1.0),
 //     Array(2.0, 3.0), Array(1.1, 1.1), Array(2.0, 2.2), Array(6.0, 5.0),

src/main/scala/algorithm/clustering/Hierarchical.scala

@@ -1,8 +1,8 @@
 // Wei Chen - Hierarchical
 // 2016-11-12
 
-package com.interplanetarytech.algorithm
-import com.interplanetarytech.general.MatrixFunc._
+package com.scalaml.algorithm
+import com.scalaml.general.MatrixFunc._
 
 class Hierarchical() extends Clustering {
     val algoname: String = "Hierarchical"

src/main/scala/algorithm/clustering/KMean.scala

@@ -1,8 +1,8 @@
 // Wei Chen - K-Mean
 // 2015-12-18
 
-package com.interplanetarytech.algorithm
-import com.interplanetarytech.general.MatrixFunc._
+package com.scalaml.algorithm
+import com.scalaml.general.MatrixFunc._
 
 class KMean() extends Clustering {
     val algoname: String = "KMean"

src/main/scala/algorithm/deeplearning/DBN.scala

@@ -1,7 +1,7 @@
 // Wei Chen - DBN - Deep Belief Network
 // 2016-11-23
 
-package com.interplanetarytech.algorithm
+package com.scalaml.algorithm
 
 class DBN(val layer_rbms: Array[Int], val layer_nns: Array[Int], val input_column: Int, val output_column: Int) {
     val rbm_number = layer_rbms.size

src/main/scala/algorithm/deeplearning/LSTM.scala

@@ -1,7 +1,7 @@
 // Wei Chen - 2017-01-16
-package com.interplanetarytech.algorithm
 
-import com.interplanetarytech.general.MatrixFunc._
+package com.scalaml.algorithm
+import com.scalaml.general.MatrixFunc._
 
 class LstmParam(val mem_cell_ct: Int, val x_dim: Int) {
     val concat_len = x_dim + mem_cell_ct

src/main/scala/algorithm/deeplearning/NeuralNetwork.scala

@@ -2,7 +2,7 @@
 // Wei Chen
 // 2018-10-02
 // From Google's NN-Playground in TypeScript to Scala (merging Plyaground, State, and NN)
-package com.interplanetarytech.algorithm
+package com.scalaml.algorithm
 
 /**
  * A node in a neural network. Each node has a state

src/main/scala/algorithm/deeplearning/RBM.scala

@@ -1,8 +1,8 @@
 // Wei Chen - Restricted Boltzmann Machine
 // 2016-11-20
 
-package com.interplanetarytech.algorithm
-import com.interplanetarytech.general.MatrixFunc._
+package com.scalaml.algorithm
+import com.scalaml.general.MatrixFunc._
 
 class RBM(val visible_n: Int, val hidden_n: Int) {
 

src/main/scala/algorithm/optimization/GeneAlgorithm.scala

@@ -1,7 +1,7 @@
 // Wei Chen - Gene algorithm
 // 2017-07-22
 
-package com.interplanetarytech.algorithm
+package com.scalaml.algorithm
 
 class GeneAlgorithm {
     var seeds: Array[Array[Double]] = null

src/main/scala/algorithm/optimization/Minimax.scala

@@ -1,7 +1,7 @@
 // Wei Chen - Minimax
 // 2017-07-22
 
-package com.interplanetarytech.algorithm
+package com.scalaml.algorithm
 
 class Minimax {
 

src/main/scala/algorithm/optimization/MonteCarlo.scala

@@ -1,7 +1,7 @@
 // Wei Chen - Monte Carlo
 // 2017-08-08
 
-package com.interplanetarytech.algorithm
+package com.scalaml.algorithm
 
 class MCNode(val sim: Array[Double] => Double, val act: Array[Double] => Array[Array[Double]], val init: Array[Double], val parent: MCNode = null) {
     var score: Double = sim(init)

src/main/scala/algorithm/regression/MultipleLinearRegression.scala

@@ -1,8 +1,8 @@
 // Wei Chen - Multiple Linear Regression
 // 2019-05-27
 
-package com.interplanetarytech.algorithm
-import com.interplanetarytech.general.MatrixFunc._
+package com.scalaml.algorithm
+import com.scalaml.general.MatrixFunc._
 
 class MultipleLinearRegression() extends Regression {
     val algoname: String = "MultipleLinearRegression"

src/main/scala/algorithm/regression/MultivariateLinearRegression.scala

@@ -2,8 +2,8 @@
 // 2019-05-27
 // Use Gradient Decent instead of the optimal solution
 
-package com.interplanetarytech.algorithm
-import com.interplanetarytech.general.MatrixFunc._
+package com.scalaml.algorithm
+import com.scalaml.general.MatrixFunc._
 
 class MultivariateLinearRegression() extends Regression {
     val algoname: String = "MultivariateLinearRegression"

src/main/scala/algorithm/regression/Regression.scala

@@ -1,7 +1,7 @@
 // Wei Chen - Regression
 // 2018-09-12
 
-package com.interplanetarytech.algorithm
+package com.scalaml.algorithm
 
 trait Regression extends Algorithm {
     val algotype: String = "Regression"

src/main/scala/algorithm/reinforcement/A3C.scala

@@ -1,7 +1,7 @@
 // Wei Chen - Asynchronous Advantage Actor Critic
 // 2017-10-01
 
-package com.interplanetarytech.algorithm
+package com.scalaml.algorithm
 
 // nextstate, reward, end = simulator(state, action)
 class A3C(

src/main/scala/algorithm/reinforcement/DDQN.scala

@@ -1,7 +1,7 @@
 // Wei Chen - Double Deep Q Network
 // 2017-10-07
 
-package com.interplanetarytech.algorithm
+package com.scalaml.algorithm
 
 // nextstate, reward, end = simulator(state, action)
 class DDQN(

src/main/scala/algorithm/reinforcement/DQN.scala

@@ -1,7 +1,7 @@
 // Wei Chen - Deep Q Network
 // 2017-08-31
 
-package com.interplanetarytech.algorithm
+package com.scalaml.algorithm
 
 // nextstate, reward, end = simulator(state, action)
 class DQN(

src/main/scala/algorithm/reinforcement/NaiveFeedback.scala

@@ -1,7 +1,7 @@
 // Wei Chen - Naive Feedback Learning
 // 2017-07-28
 
-package com.interplanetarytech.algorithm
+package com.scalaml.algorithm
 
 class FState (val id: Int = -1) {
     var score: Double = 0.0