catalog.json

{"aggregate": {"description": "Rolling aggregation over Metrics and Lables according to specifications", "categories": ["data-prep"], "kind": "job", "docfile": "aggregate/aggregate.ipynb", "versions": {"latest": "aggregate/function.yaml"}}, "arc-to-parquet": {"description": "retrieve remote archive, open and save as parquet", "categories": ["data-movement", "utils"], "kind": "job", "docfile": "arc_to_parquet/arc_to_parquet.ipynb", "versions": {"latest": "arc_to_parquet/function.yaml"}}, "churn-test": {"description": "churn classification and predictor", "categories": ["serving", "ml"], "kind": "remote", "docfile": "churn_server/churn_server.ipynb", "versions": {"latest": "churn_server/function.yaml"}}, "cox-test": {"description": "test a classifier using held-out or new data", "categories": ["ml", "test"], "kind": "job", "docfile": "coxph_test/coxph_test.ipynb", "versions": {"latest": "coxph_test/function.yaml"}}, "cox-hazards": {"description": "train any classifier using scikit-learn's API", "categories": ["training", "ml"], "kind": "job", "docfile": "coxph_trainer/coxph_trainer.ipynb", "versions": {"latest": "coxph_trainer/function.yaml"}}, "describe": {"description": "describe and visualizes dataset stats", "categories": ["analysis"], "kind": "job", "docfile": "describe/describe.ipynb", "versions": {"latest": "describe/function.yaml"}}, "describe-dask": {"description": "describe and visualizes dataset stats", "categories": ["analysis"], "kind": "job", "docfile": "describe_dask/describe_dask.ipynb", "versions": {"latest": "describe_dask/function.yaml"}}, "feature-selection": {"description": "Select features through multiple Statistical and Model filters", "categories": ["data-prep", "ml"], "kind": "job", "docfile": "feature_selection/feature_selection.ipynb", "versions": {"latest": "feature_selection/function.yaml"}}, "gen-class-data": {"description": "simulate classification data using scikit-learn", "categories": ["simulators", "ml"], "kind": "job", "docfile": "gen_class_data/gen_class_data.ipynb", "versions": {"latest": "gen_class_data/function.yaml"}}, "github-utils": {"description": "add comments to github pull requests", "categories": ["notifications", "utils"], "kind": "job", "docfile": "github_utils/github_utils.ipynb", "versions": {"latest": "github_utils/function.yaml"}}, "load-dask": {"description": "load dask cluster with data", "categories": ["data-movement", "utils"], "kind": "dask", "docfile": "load_dask/load_dask.ipynb", "versions": {"latest": "load_dask/function.yaml"}}, "load-dataset": {"description": "load a toy dataset from scikit-learn", "categories": ["data-source", "ml"], "kind": "job", "docfile": "load_dataset/load_dataset.ipynb", "versions": {"latest": "load_dataset/function.yaml"}}, "sklearn-server": {"description": "generic sklearn model server", "categories": ["serving", "ml"], "kind": "remote", "docfile": "model_server/model_server.ipynb", "versions": {"latest": "model_server/function.yaml"}}, "model-server-tester": {"description": "test model servers", "categories": ["ml", "test"], "kind": "job", "docfile": "model_server_tester/model_server_tester.ipynb", "versions": {"latest": "model_server_tester/function.yaml"}}, "open-archive": {"description": "Open a file/object archive into a target directory", "categories": ["data-movement", "utils"], "kind": "job", "docfile": "open_archive/open_archive.ipynb", "versions": {"latest": "open_archive/function.yaml"}}, "sklearn-classifier": {"description": "train any classifier using scikit-learn's API", "categories": ["ml", "training"], "kind": "job", "docfile": "sklearn_classifier/sklearn_classifier.ipynb", "versions": {"latest": "sklearn_classifier/function.yaml"}}, "slack-notify": {"description": "Send Slack notification", "categories": ["ops"], "kind": "job", "docfile": "slack_notify/slack_notify.ipynb", "versions": {"latest": "slack_notify/function.yaml"}}, "test-classifier": {"description": "test a classifier using held-out or new data", "categories": ["ml", "test"], "kind": "job", "docfile": "test_classifier/test_classifier.ipynb", "versions": {"latest": "test_classifier/function.yaml"}}, "tensorflow-v1-2layers": {"description": "tf1 image classification server", "categories": ["serving", "dl"], "kind": "remote", "docfile": "tf1_serving/tf1_serving.ipynb", "versions": {"latest": "tf1_serving/function.yaml"}}, "tensorflow-v2-2layers": {"description": "tf2 image classification server", "categories": ["serving", "dl"], "kind": "remote", "docfile": "tf2_serving/tf2_serving.ipynb", "versions": {"latest": "tf2_serving/function.yaml"}}, "iris-xgb-serving": {"description": "xgboost iris classification server", "categories": ["serving", "ml"], "kind": "remote", "docfile": "xgb_serving/xgb_serving.ipynb", "versions": {"latest": "xgb_serving/function.yaml"}}, "xgb-test": {"description": "test a classifier using held-out or new data", "categories": ["ml", "test"], "kind": "job", "docfile": "xgb_test/xgb_test.ipynb", "versions": {"latest": "xgb_test/function.yaml"}}, "xgb-trainer": {"description": "train multiple model types using xgboost", "categories": ["training", "ml", "experimental"], "kind": "job", "docfile": "xgb_trainer/xgb_trainer.ipynb", "versions": {"latest": "xgb_trainer/function.yaml"}}}