├── .gitignore ├── Makefile ├── README.md ├── README.pdf ├── barcode.png ├── book ├── License ├── README.md ├── acknowledgments.tex ├── barcode.png ├── delete-temp-files.bat ├── dl4j-book.pdf ├── dl4j-book.tex ├── dl4j.png ├── elegantbook.cls ├── gbt7714-plain.bst ├── gbt7714-unsrt.bst ├── gbt7714.sty ├── images │ ├── 3.png │ ├── 3_b.png │ ├── 3_c.png │ ├── 3_w.png │ ├── 4or9.png │ ├── 5.png │ ├── 5_b.png │ ├── 5_c.png │ ├── 5_w.png │ ├── 6.png │ ├── 6_b.png │ ├── 6_c.png │ ├── 6_w.png │ ├── Lenna.png │ ├── Lenna_out.png │ ├── MNIST-dataset.png │ ├── activation-function.png │ ├── black-gradient.png │ ├── c_vs_f_order.png │ ├── concave-to-convex.png │ ├── convex-concave.png │ ├── cover.jpg │ ├── cover.png │ ├── dividedbyzeroexception.png │ ├── dl4j_logo.png │ ├── donate.jpg │ ├── eu_alg.png │ ├── exception_classes.png │ ├── exception_handle.PNG │ ├── git-workflow.png │ ├── handwriting_input.png │ ├── handwriting_math.png │ ├── handwriting_out.png │ ├── iris.png │ ├── java_class_file.png │ ├── java_home.png │ ├── java_step1.png │ ├── kkt-cond-2.png │ ├── kkt-cond.png │ ├── kkt-region.png │ ├── kkt.png │ ├── logical.png │ ├── logo.png │ ├── logo_eclipse.png │ ├── logo_idea.png │ ├── logo_vscode.png │ ├── multiple-solution.png │ ├── onelayer.png │ ├── onelayer_labeled.png │ ├── orange-gradient.png │ ├── output.png │ ├── overfit_underfit.png │ ├── perceptron.png │ ├── perceptron_and_or.png │ ├── plus.png │ ├── plus_b.png │ ├── plus_c.png │ ├── plus_w.png │ ├── reLu-x1-x2.png │ ├── scatter.pdf │ ├── scatter.py │ ├── scikit-algo.png │ ├── sgd.png │ ├── stack_memory_space.png │ ├── star.png │ ├── thread-pool-executor.png │ ├── times.png │ ├── times_b.png │ ├── times_c.png │ ├── times_w.png │ ├── tlshell.png │ ├── turingtest.png │ ├── von_neumann.png │ ├── windows_java_cmd.png │ ├── windows_java_dir.png │ ├── windows_java_env.png │ ├── windows_java_home.png │ ├── windows_java_set.png │ ├── x1x2relu.png │ ├── xor.png │ └── xor_or_nand.png ├── math_symbol.tex ├── notation.tex ├── part1 │ ├── boston-rm.png │ ├── boston-sample.csv │ ├── dot-pi.png │ ├── has-a-is-a.png │ ├── java.tex │ ├── mvn-vscode.png │ ├── old │ │ ├── datatypes.tex │ │ ├── environment.tex │ │ ├── exception.tex │ │ ├── io.tex │ │ ├── knowledges.tex │ │ ├── lambda.tex │ │ ├── oo.tex │ │ ├── preface.tex │ │ └── thread.tex │ ├── preface.tex │ ├── prepare.tex │ ├── quiz.tex │ └── rubik.png ├── part2 │ ├── calculus.tex │ ├── deeplearning.tex │ ├── linear.tex │ ├── machinelearning.tex │ ├── math.tex │ ├── neuralnetwork.tex │ ├── perceptron.tex │ ├── preface.tex │ ├── probability.tex │ ├── supervised.tex │ └── unsupervised.tex ├── part3 │ ├── dl4j.tex │ ├── nd4j.tex │ └── preface.tex ├── part4 │ ├── cloud.tex │ ├── preface.tex │ ├── recognition.tex │ └── writepoem.tex ├── part5 │ └── appendix.tex ├── reference.bib ├── styles │ ├── elegantbook.cls │ └── tikz-uml.sty ├── terminology.tex ├── tikz-uml.sty └── website.tex ├── datasets ├── boston │ ├── boston.csv │ └── boston_housing.npz ├── iris │ └── iris.csv └── mnist │ └── train-images-idx3-ubyte ├── demo-handwriting.png ├── java ├── .classpath ├── .factorypath ├── .project ├── .settings │ ├── org.eclipse.core.resources.prefs │ ├── org.eclipse.jdt.apt.core.prefs │ ├── org.eclipse.jdt.core.prefs │ └── org.eclipse.m2e.core.prefs ├── demo │ └── handwriting │ │ ├── .classpath │ │ ├── .project │ │ ├── .settings │ │ ├── org.eclipse.jdt.apt.core.prefs │ │ ├── org.eclipse.jdt.core.prefs │ │ └── org.eclipse.m2e.core.prefs │ │ ├── pom.xml │ │ └── src │ │ └── main │ │ ├── java │ │ └── cn │ │ │ └── centipede │ │ │ └── demo │ │ │ ├── App.java │ │ │ └── Handwriting.java │ │ └── resources │ │ ├── jdeepro.png │ │ └── mnist.npz ├── jnumpy │ ├── .classpath │ ├── .project │ ├── .settings │ │ ├── org.eclipse.jdt.apt.core.prefs │ │ ├── org.eclipse.jdt.core.prefs │ │ └── org.eclipse.m2e.core.prefs │ ├── jnumpy.iml │ ├── pom.xml │ └── src │ │ ├── main │ │ ├── java │ │ │ └── cn │ │ │ │ └── centipede │ │ │ │ ├── App.java │ │ │ │ ├── Config.java │ │ │ │ ├── matplot │ │ │ │ ├── Axes.java │ │ │ │ ├── ChartBase.java │ │ │ │ ├── Figure.java │ │ │ │ ├── JPlot.java │ │ │ │ └── Scatter.java │ │ │ │ ├── model │ │ │ │ ├── GradientDescent.java │ │ │ │ ├── LossFunction.java │ │ │ │ ├── Softmax.java │ │ │ │ ├── activation │ │ │ │ │ ├── Activation.java │ │ │ │ │ ├── Relu.java │ │ │ │ │ ├── Sigmoid.java │ │ │ │ │ └── Tanh.java │ │ │ │ ├── cnn │ │ │ │ │ ├── CNN.java │ │ │ │ │ ├── Conv.java │ │ │ │ │ ├── Linear.java │ │ │ │ │ └── Pool.java │ │ │ │ ├── data │ │ │ │ │ ├── MNIST.java │ │ │ │ │ ├── MnistDataReader.java │ │ │ │ │ ├── MnistMatrix.java │ │ │ │ │ └── README.md │ │ │ │ └── gradient │ │ │ │ │ ├── LinearImp.java │ │ │ │ │ └── LogicalImp.java │ │ │ │ ├── npz │ │ │ │ ├── Header.java │ │ │ │ ├── NpyFile.java │ │ │ │ ├── NpzEntry.java │ │ │ │ └── NpzFile.java │ │ │ │ └── numpy │ │ │ │ ├── ArrayHelper.java │ │ │ │ ├── Linalg.java │ │ │ │ ├── Matrix.java │ │ │ │ ├── NDArray.java │ │ │ │ ├── Numpy.java │ │ │ │ ├── NumpyBase.java │ │ │ │ ├── Operator.java │ │ │ │ ├── Random.java │ │ │ │ └── Range.java │ │ └── resources │ │ │ ├── data │ │ │ ├── t10k-images.idx3-ubyte │ │ │ ├── t10k-labels.idx1-ubyte │ │ │ ├── train-images.idx3-ubyte │ │ │ └── train-labels.idx1-ubyte │ │ │ └── mnist.npz │ │ └── test │ │ ├── java │ │ └── cn │ │ │ └── centipede │ │ │ ├── AppTest.java │ │ │ ├── issues │ │ │ └── Issue20200805.java │ │ │ ├── model │ │ │ ├── ActivationTest.java │ │ │ ├── CnnTest.java │ │ │ └── MnistTest.java │ │ │ └── numpy │ │ │ ├── CCNTest.java │ │ │ ├── DL4JTest.java │ │ │ ├── NDArrayTest.java │ │ │ └── NumpyTest.java │ │ └── resources │ │ └── boston.csv └── old.zip ├── jdeepro.png ├── jplot.png ├── jpy.png ├── jshell.png └── sgd-sample.png /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdeepro/dl4j/HEAD/.gitignore -------------------------------------------------------------------------------- /Makefile: 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