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catalog_upload.json
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{
"components": [
{
"name": "Create Secret - Kubernetes Cluster",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/component-samples/create-secret/component.yaml"
},
{
"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": "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",
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}
],
"datasets": [
{
"name": "Project CodeNet",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/dataset-samples/codenet/codenet.yaml"
},
{
"name": "Project CodeNet - Language Classifier",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/dataset-samples/codenet_langclass/codenet_langclass.yaml"
},
{
"name": "Project CodeNet - MLM",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/dataset-samples/codenet_mlm/codenet_mlm.yaml"
},
{
"name": "Finance Proposition Bank",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/dataset-samples/fpb/fpb.yaml"
},
{
"name": "Groningen Meaning Bank",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/dataset-samples/gmb/gmb.yaml"
},
{
"name": "NOAA Weather Data",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/dataset-samples/jfk/jfk.yaml"
},
{
"name": "PubLayNet",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/dataset-samples/publaynet/publaynet.yaml"
},
{
"name": "PubTabNet",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/dataset-samples/pubtabnet/pubtabnet.yaml"
},
{
"name": "Thematic Clustering",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/dataset-samples/thematic_clustering/thematic_clustering.yaml"
},
{
"name": "TensorFlow Speech Commands",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/dataset-samples/tsc/tsc.yaml"
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],
"models": [
{
"name": "CodeNet Language Classification",
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},
{
"name": "Human Pose Estimator",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/model-samples/max-human-pose-estimator/max-human-pose-estimator.yaml"
},
{
"name": "Image Caption Generator",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/model-samples/max-image-caption-generator/max-image-caption-generator.yaml"
},
{
"name": "Image Resolution Enhancer",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/model-samples/max-image-resolution-enhancer/max-image-resolution-enhancer.yaml"
},
{
"name": "Named Entity Tagger",
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{
"name": "Object Detector",
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{
"name": "Optical Character Recognition",
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{
"name": "Question Answering",
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{
"name": "Recommender System",
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},
{
"name": "Text Sentiment Classifier",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/model-samples/max-text-sentiment-classifier/max-text-sentiment-classifier.yaml"
},
{
"name": "Toxic Comment Classifier",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/model-samples/max-toxic-comment-classifier/max-toxic-comment-classifier.yaml"
},
{
"name": "Weather Forecaster",
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}
],
"notebooks": [
{
"name": "JFK Airport Analysis",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/notebook-samples/JFK-airport.yaml"
},
{
"name": "AIF360 Bias detection example",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/notebook-samples/aif-bias.yaml"
},
{
"name": "ART detector model",
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{
"name": "ART poisoning attack",
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{
"name": "Project CodeNet - Language Classification",
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{
"name": "Project CodeNet - MLM",
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{
"name": "Qiskit Quantum Kernel Machine Learning",
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{
"name": "Qiskit Neural Network Classifier and Regressor",
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],
"pipelines": [
{
"name": "Parallel Join",
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},
{
"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"
},
{
"name": "Calculation Pipeline",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/pipeline-samples/calculation-pipeline.yaml"
},
{
"name": "Katib Early Stopping Experiment",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/pipeline-samples/katib-pipeline.yaml"
},
{
"name": "Nested Pipeline",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/pipeline-samples/nested-pipeline.yaml"
},
{
"name": "Trusted AI Pipeline",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/pipeline-samples/trusted-ai-pipeline.yaml"
},
{
"name": "Watson Machine Learning",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/pipeline-samples/wml-pipeline.yaml"
}
]
}