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catalog_upload.json
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{
"api_access_tokens": [
{
"api_token": "IBM_GITHUB_ENTERPRISE_API_TOKEN",
"url_host": "github.ibm.com"
}
],
"components": [
{
"name": "Generate Dataset Metadata",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/component-samples/dax-to-dlf/component.yaml"
},
{
"name": "Create Dataset Volume",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/component-samples/dlf/component.yaml"
},
{
"name": "Create Secret - Kubernetes Cluster",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/component-samples/create-secret/component.yaml"
},
{
"name": "Echo Sample",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/component-samples/echo/component.yaml"
},
{
"name": "Kubernetes Model Deploy",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/component-samples/kube-model-deployment/component.yaml"
},
{
"name": "Create Model Config",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/component-samples/model-config/component.yaml"
},
{
"name": "Model Fairness Check",
"url": "https://raw.githubusercontent.com/Trusted-AI/AIF360/master/mlops/kubeflow/bias_detector_pytorch/component.yaml"
},
{
"name": "Adversarial Robustness Evaluation",
"url": "https://raw.githubusercontent.com/Trusted-AI/adversarial-robustness-toolbox/main/utils/mlops/kubeflow/robustness_evaluation_fgsm_pytorch/component.yaml"
}
],
"datasets": [
{
"name": "Thematic Clustering",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/dataset-samples/thematic_clustering.yaml"
},
{
"name": "Finance Proposition Bank",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/dataset-samples/fpb.yaml"
},
{
"name": "Groningen Meaning Bank",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/dataset-samples/gmb.yaml"
},
{
"name": "NOAA Weather Data",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/dataset-samples/jfk.yaml"
},
{
"name": "PubLayNet",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/dataset-samples/publaynet.yaml"
},
{
"name": "PubTabNet",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/dataset-samples/pubtabnet.yaml"
},
{
"name": "TensorFlow Speech Commands",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/dataset-samples/tsc.yaml"
}
],
"models": [
{
"name": "MAX Human Pose Estimator",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/model-samples/max-human-pose-estimator.yaml"
},
{
"name": "MAX Image Resolution Enhancer",
"url": "https://github.com/machine-learning-exchange/katalog/blob/main/model-samples/max-image-resolution-enhancer.yaml"
},
{
"name": "MAX Optical Character Recognition",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/model-samples/max-ocr.yaml"
},
{
"name": "MAX Image Caption Generator",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/model-samples/max-image-caption-generator.yaml"
},
{
"name": "MAX Toxic Comment Classifier",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/model-samples/max-toxic-comment-classifier.yaml"
},
{
"name": "MAX Question Answering",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/model-samples/max-question-answering.yaml"
},
{
"name": "MAX Recommender System",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/model-samples/max-recommender.yaml"
},
{
"name": "MAX Object Detector",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/model-samples/max-object-detector.yaml"
},
{
"name": "MAX Text Sentiment Classifier",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/model-samples/max-text-sentiment-classifier.yaml"
},
{
"name": "MAX Weather Forecaster",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/model-samples/max-weather-forecaster.yaml"
}
],
"notebooks": [
{
"name": "ART detector model",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/notebook-samples/art-detector.yaml"
},
{
"name": "ART poisoning attack",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/notebook-samples/art-poison.yaml"
},
{
"name": "AIF360 Bias detection example",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/notebook-samples/aif-bias.yaml"
},
{
"name": "JFK Airport Analysis",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/notebook-samples/JFK-airport.yaml"
}
],
"pipelines": [
{
"name": "Parallel Join",
"url": "https://github.com/kubeflow/kfp-tekton/blob/master/sdk/python/tests/compiler/testdata/parallel_join.yaml"
},
{
"name": "Sequential Pipeline",
"url": "https://github.com/kubeflow/kfp-tekton/blob/master/sdk/python/tests/compiler/testdata/sequential.yaml"
},
{
"name": "ResourceOp Basic",
"url": "https://github.com/kubeflow/kfp-tekton/blob/master/sdk/python/tests/compiler/testdata/resourceop_basic.yaml"
}
]
}