exports.json

[
    {
        "type": "data",
        "name": "cifar10",
        "url": "https://github.com/oalee/deep-vision/tree/main/deepnet/data/cifar10",
        "short_url": "oalee/deep-vision/deepnet/data/cifar10",
        "dependencies": [
            "--extra-index-url https://download.pytorch.org/whl/torch_stable.html",
            "torch~=1.12.1",
            "pytorch_lightning~=1.7.5",
            "torchvision~=0.13.1",
            "ipdb~=0.13.9"
        ]
    },
    {
        "type": "data",
        "name": "cifar100",
        "url": "https://github.com/oalee/deep-vision/tree/main/deepnet/data/cifar100",
        "short_url": "oalee/deep-vision/deepnet/data/cifar100",
        "dependencies": [
            "--extra-index-url https://download.pytorch.org/whl/torch_stable.html",
            "torch~=1.12.1",
            "pytorch_lightning~=1.7.5",
            "torchvision~=0.13.1",
            "ipdb~=0.13.9"
        ]
    },
    {
        "type": "data",
        "name": "keras",
        "url": "https://github.com/oalee/deep-vision/tree/main/deepnet/data/keras",
        "short_url": "oalee/deep-vision/deepnet/data/keras",
        "dependencies": [
            "tensorflow_gpu~=2.10.0"
        ]
    },
    {
        "type": "data",
        "name": "timm_aug",
        "url": "https://github.com/oalee/deep-vision/tree/main/deepnet/data/timm_aug",
        "short_url": "oalee/deep-vision/deepnet/data/timm_aug",
        "dependencies": [
            "numpy~=1.24.2"
        ]
    },
    {
        "type": "experiments",
        "name": "resnet",
        "url": "https://github.com/oalee/deep-vision/tree/main/deepnet/experiments/resnet",
        "short_url": "oalee/deep-vision/deepnet/experiments/resnet",
        "dependencies": [
            "--extra-index-url https://download.pytorch.org/whl/torch_stable.html",
            "torchvision~=0.13.1",
            "torch~=1.12.1",
            "pytorch_lightning~=1.7.5",
            "timm~=0.6.12",
            "tensorboard~=2.10.0",
            "https://github.com/oalee/deep-vision/tree/main/deepnet/data/cifar10",
            "https://github.com/oalee/deep-vision/tree/main/deepnet/trainers/classification",
            "https://github.com/oalee/deep-vision/tree/main/deepnet/models/resnet"
        ]
    },
    {
        "type": "experiments",
        "name": "resnet_keras",
        "url": "https://github.com/oalee/deep-vision/tree/main/deepnet/experiments/resnet_keras",
        "short_url": "oalee/deep-vision/deepnet/experiments/resnet_keras",
        "dependencies": [
            "keras~=2.10.0",
            "https://github.com/oalee/deep-vision/tree/main/deepnet/models/keras/resnet"
        ]
    },
    {
        "type": "experiments",
        "name": "kerasnet",
        "url": "https://github.com/oalee/deep-vision/tree/main/deepnet/experiments/kerasnet",
        "short_url": "oalee/deep-vision/deepnet/experiments/kerasnet",
        "dependencies": [
            "tensorflow_gpu~=2.10.0",
            "keras~=2.10.0"
        ]
    },
    {
        "type": "experiments",
        "name": "timm",
        "url": "https://github.com/oalee/deep-vision/tree/main/deepnet/experiments/timm",
        "short_url": "oalee/deep-vision/deepnet/experiments/timm",
        "dependencies": [
            "--extra-index-url https://download.pytorch.org/whl/torch_stable.html",
            "torch~=1.12.1",
            "pytorch_lightning~=1.7.5",
            "https://github.com/oalee/deep-vision/tree/main/deepnet/data/cifar10",
            "https://github.com/oalee/deep-vision/tree/main/deepnet/trainers/classification",
            "https://github.com/oalee/deep-vision/tree/main/timm/",
            "https://github.com/oalee/deep-vision/tree/main/deepnet/models/resnet"
        ]
    },
    {
        "type": "models",
        "name": "resnet",
        "url": "https://github.com/oalee/deep-vision/tree/main/deepnet/models/resnet",
        "short_url": "oalee/deep-vision/deepnet/models/resnet",
        "dependencies": [
            "--extra-index-url https://download.pytorch.org/whl/torch_stable.html",
            "torch~=1.12.1"
        ]
    },
    {
        "type": "models",
        "name": "keras",
        "url": "https://github.com/oalee/deep-vision/tree/main/deepnet/models/keras",
        "short_url": "oalee/deep-vision/deepnet/models/keras",
        "dependencies": [
            "--extra-index-url https://download.pytorch.org/whl/torch_stable.html",
            "torch~=1.12.1",
            "tensorflow_gpu~=2.10.0"
        ]
    },
    {
        "type": "models",
        "name": "vit_pytorch",
        "url": "https://github.com/oalee/deep-vision/tree/main/deepnet/models/vit_pytorch",
        "short_url": "oalee/deep-vision/deepnet/models/vit_pytorch",
        "dependencies": [
            "--extra-index-url https://download.pytorch.org/whl/torch_stable.html",
            "torch~=1.12.1",
            "torchvision~=0.13.1",
            "einops~=0.4.1"
        ]
    },
    {
        "type": "models",
        "name": "torch_vit",
        "url": "https://github.com/oalee/deep-vision/tree/main/deepnet/models/torch_vit",
        "short_url": "oalee/deep-vision/deepnet/models/torch_vit",
        "dependencies": [
            "--extra-index-url https://download.pytorch.org/whl/torch_stable.html",
            "torch~=1.12.1",
            "torchvision~=0.13.1",
            "einops~=0.4.1"
        ]
    },
    {
        "type": "trainers",
        "name": "classification",
        "url": "https://github.com/oalee/deep-vision/tree/main/deepnet/trainers/classification",
        "short_url": "oalee/deep-vision/deepnet/trainers/classification",
        "dependencies": [
            "--extra-index-url https://download.pytorch.org/whl/torch_stable.html",
            "torch~=1.12.1",
            "pytorch_lightning~=1.7.5",
            "ipdb~=0.13.9",
            "torchmetrics~=0.9.3"
        ]
    }
]