├── .gitignore ├── LICENSE.txt ├── README.md ├── src └── AI │ ├── RL │ ├── DQN.cpp │ ├── DQN.hpp │ ├── Environment.cpp │ ├── Environment.hpp │ ├── IntelligentAgent.cpp │ ├── IntelligentAgent.hpp │ ├── Kbandits.cpp │ ├── Kbandits.hpp │ ├── TicTacToe.cpp │ └── TicTacToe.hpp │ ├── classical │ ├── genetic_programming.cpp │ ├── genetic_programming.hpp │ ├── linear_regression.cpp │ ├── linear_regression.hpp │ ├── logistic_regression.cpp │ └── logistic_regression.hpp │ ├── datamining │ ├── kmeans.cpp │ └── kmeans.hpp │ ├── datasets │ ├── CIFAR10_loader.cpp │ ├── CIFAR10_loader.hpp │ ├── CSV.cpp │ ├── CSV.hpp │ ├── MNIST_loader.cpp │ ├── MNIST_loader.hpp │ ├── mnist_binary_loader.cpp │ └── mnist_binary_loader.hpp │ ├── deeplearning │ ├── .vscode │ │ └── launch.json │ ├── Addition.cpp │ ├── Addition.hpp │ ├── Autoencoder.cpp │ ├── Autoencoder.hpp │ ├── Averagepooling.cpp │ ├── Averagepooling.hpp │ ├── CPU_backend.cpp │ ├── CPU_backend.hpp │ ├── CUDA_backend.cu │ ├── CUDA_backend.hpp │ ├── CapsulesDense.cpp │ ├── CapsulesDense.hpp │ ├── Concatenate.cpp │ ├── Concatenate.hpp │ ├── Convolution.cpp │ ├── Convolution.hpp │ ├── Cost.cpp │ ├── Cost.hpp │ ├── DataAugmentation.cpp │ ├── DataAugmentation.hpp │ ├── Dropout.cpp │ ├── Dropout.hpp │ ├── Linear.cpp │ ├── Linear.hpp │ ├── Maxpooling.cpp │ ├── Maxpooling.hpp │ ├── NetworkNode.cpp │ ├── NetworkNode.hpp │ ├── NeuralNetwork.cpp │ ├── NeuralNetwork.hpp │ ├── Normalization.cpp │ ├── Normalization.hpp │ ├── Operation.cpp │ ├── Operation.hpp │ ├── Optimizer.cpp │ ├── Optimizer.hpp │ ├── OptimizerDFA.cpp │ ├── OptimizerDFA.hpp │ ├── OptimizerSDG.cpp │ ├── OptimizerSDG.hpp │ ├── Partial.cpp │ ├── Partial.hpp │ ├── Recurrent.cpp │ ├── Recurrent.hpp │ ├── Relu.cpp │ ├── Relu.hpp │ ├── ResidualBlock.cpp │ ├── ResidualBlock.hpp │ ├── Selu.cpp │ ├── Selu.hpp │ ├── Sigmoid.cpp │ ├── Sigmoid.hpp │ ├── Softmax.cpp │ ├── Softmax.hpp │ ├── Tanh.cpp │ ├── Tanh.hpp │ ├── Variable.cpp │ ├── Variable.hpp │ ├── WeightRegularization.cpp │ └── WeightRegularization.hpp │ ├── optimization │ ├── GeneticAlgorithm.cpp │ ├── GeneticAlgorithm.hpp │ ├── pso.cpp │ └── pso.hpp │ ├── python_interface │ ├── ailib.py │ ├── ailib.pyc │ ├── ailib.tmpcpp │ ├── openai_gym.py │ ├── setup.py │ ├── test.py │ └── test.tmp │ ├── util │ ├── Files.cpp │ ├── Files.hpp │ ├── IOData.cpp │ ├── IOData.hpp │ ├── Macros.hpp │ ├── Point.cpp │ ├── Point.hpp │ ├── Tensor.cpp │ ├── Tensor.hpp │ ├── TensorCUDA.cu │ ├── TensorCUDA.hpp │ ├── Util.cpp │ ├── Util.hpp │ ├── dirent_win.h │ ├── ensure.cpp │ └── ensure.hpp │ └── visualization │ ├── Bitmap.cpp │ ├── Bitmap.hpp │ ├── TextRendering.cpp │ ├── TextRendering.hpp │ ├── font8x8_basic.h │ ├── stb_image.h │ ├── stb_image_write.h │ ├── visualization.cpp │ └── visualization.hpp └── test ├── Bitmap ├── main ├── main.cpp └── makefile ├── CIFAR10 ├── CIFAR10 ├── CIFAR10.cpp └── makefile ├── CIFAR10_cuda ├── CIFAR10_build_CUDA.sh ├── CIFAR10_cuda ├── CIFAR10_cuda.cpp ├── loss.txt ├── makefile ├── smallCIFAR_1900.net └── test.txt ├── CUDA_tests ├── CUDA_tests.cu └── CUDA_tests.sh ├── IOData_tests ├── iotest ├── iotest.cpp └── iotest.sh ├── MNIST ├── MNIST ├── MNIST.cpp └── makefile ├── MNIST_cuda ├── MNIST.net ├── MNIST_cuda ├── MNIST_cuda.cpp └── makefile ├── RL_kbandits ├── kbandits ├── kbandits.cpp └── kbandits.sh ├── RL_tictactoe ├── TicTacToe.cpp ├── TicTacToe.sh └── tictactoe ├── RNN_PI ├── PI ├── PI.cpp └── PI_build.sh ├── XOR ├── XOR ├── XOR.cpp └── makefile ├── charRNN ├── charRNN ├── charRNN.cpp ├── charRNN_CUDA.cpp ├── charRNN_CUDA_build.sh ├── charRNN_build.sh └── dataset.txt ├── clock.h ├── data_augmentation ├── data_augmentation ├── data_augmentation.cpp └── makefile ├── data_augmentation_cuda ├── data_augmentation_cuda ├── data_augmentation_cuda.cpp └── makefile ├── fashion_MNIST ├── fashion_MNIST ├── fashion_MNIST.cpp └── makefile ├── genetic_alg ├── data.png ├── evolution ├── evolution_build.sh ├── evolution_test.cpp └── result.png ├── genetic_programming ├── gp_build.sh ├── 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