dimension_reduction.json

{
    "common": {
        "lib": "sklearn",
        "data-format": "pandas",
        "data-order": "F",
        "device": [
            "none"
        ]
    },
    "cases": [
        {
            "algorithm": "pca",
            "dtype": "float64",
            "dataset": [
                {
                    "source": "npy",
                    "name": "higgs1m",
                    "training": {
                        "x": "data/higgs1m_x_train.npy",
                        "y": "data/higgs1m_y_train.npy"
                    }
                }
            ]
        },
        {
            "algorithm": "pca",
            "dtype": "float64",
            "dataset": [
                {
                    "source": "npy",
                    "name": "epsilon_30K",
                    "training": {
                        "x": "data/epsilon_30K_x_train.npy",
                        "y": "data/epsilon_30K_y_train.npy"
                    }
                }
            ]
        },
        {
            "algorithm": "pca",
            "dtype": "float64",
            "dataset": [
                {
                    "source": "npy",
                    "name": "cifar_binary",
                    "training": {
                        "x": "data/cifar_binary_x_train.npy",
                        "y": "data/cifar_binary_y_train.npy"
                    }
                }
            ]
        },
        {
            "algorithm": "tsne",
            "dtype": [
                "float32",
                "float64"
            ],
            "dataset": [
                {
                    "source": "npy",
                    "name": "mnist",
                    "training": {
                        "x": "data/mnist_x_train.npy",
                        "y": "data/mnist_y_train.npy"
                    },
                    "testing": {
                        "x": "data/mnist_x_test.npy",
                        "y": "data/mnist_y_test.npy"
                    }
                }
            ]
        }
    ]
}