Commit 7f90ea48 authored by Jarod Wang's avatar Jarod Wang Committed by Mitar

cmu 20191122 1515

parent cc840cc8
{
"id": "886898fe-e96b-48b7-84fc-3f94ff1e5443",
"schema": "https://metadata.datadrivendiscovery.org/schemas/v0/pipeline.json",
"created": "2019-11-22T18:21:56.578887Z",
"inputs": [
{
"name": "dataset inputs"
}
],
"outputs": [
{
"data": "steps.6.produce",
"name": "output predictions"
}
],
"steps": [
{
"type": "PRIMITIVE",
"primitive": {
"id": "4b42ce1e-9b98-4a25-b68e-fad13311eb65",
"version": "0.3.0",
"python_path": "d3m.primitives.data_transformation.dataset_to_dataframe.Common",
"name": "Extract a DataFrame from a Dataset",
"digest": "639d15e7fc2586589050d7908c0e1a654f065ab5315edb9cf4192b4dd89c7004"
},
"arguments": {
"inputs": {
"type": "CONTAINER",
"data": "inputs.0"
}
},
"outputs": [
{
"id": "produce"
}
]
},
{
"type": "PRIMITIVE",
"primitive": {
"id": "d510cb7a-1782-4f51-b44c-58f0236e47c7",
"version": "0.5.0",
"python_path": "d3m.primitives.data_transformation.column_parser.Common",
"name": "Parses strings into their types",
"digest": "6a6c7777bb8a19b0021f77b271ac03e1d068b9a5deb27c9346e60510ce5e0938"
},
"arguments": {
"inputs": {
"type": "CONTAINER",
"data": "steps.0.produce"
}
},
"outputs": [
{
"id": "produce"
}
]
},
{
"type": "PRIMITIVE",
"primitive": {
"id": "4503a4c6-42f7-45a1-a1d4-ed69699cf5e1",
"version": "0.3.0",
"python_path": "d3m.primitives.data_transformation.extract_columns_by_semantic_types.Common",
"name": "Extracts columns by semantic type",
"digest": "9aca478606e903ee5ef707aa641be2ea3d3e7e11a19745d95e706a0c9ab3079e"
},
"arguments": {
"inputs": {
"type": "CONTAINER",
"data": "steps.1.produce"
}
},
"outputs": [
{
"id": "produce"
}
],
"hyperparams": {
"semantic_types": {
"type": "VALUE",
"data": [
"https://metadata.datadrivendiscovery.org/types/Attribute"
]
}
}
},
{
"type": "PRIMITIVE",
"primitive": {
"id": "d016df89-de62-3c53-87ed-c06bb6a23cde",
"version": "2019.6.7",
"python_path": "d3m.primitives.data_cleaning.imputer.SKlearn",
"name": "sklearn.impute.SimpleImputer",
"digest": "adc79e644eec35eb9d616be755a5de83b27f66e42b04f6508a9ceb82d99cc739"
},
"arguments": {
"inputs": {
"type": "CONTAINER",
"data": "steps.2.produce"
}
},
"outputs": [
{
"id": "produce"
}
]
},
{
"type": "PRIMITIVE",
"primitive": {
"id": "4503a4c6-42f7-45a1-a1d4-ed69699cf5e1",
"version": "0.3.0",
"python_path": "d3m.primitives.data_transformation.extract_columns_by_semantic_types.Common",
"name": "Extracts columns by semantic type",
"digest": "9aca478606e903ee5ef707aa641be2ea3d3e7e11a19745d95e706a0c9ab3079e"
},
"arguments": {
"inputs": {
"type": "CONTAINER",
"data": "steps.1.produce"
}
},
"outputs": [
{
"id": "produce"
}
],
"hyperparams": {
"semantic_types": {
"type": "VALUE",
"data": [
"https://metadata.datadrivendiscovery.org/types/TrueTarget"
]
}
}
},
{
"type": "PRIMITIVE",
"primitive": {
"id": "6bb5824f-cf16-4615-8643-8c1758bd6751",
"version": "0.2.1",
"python_path": "d3m.primitives.semisupervised_classification.iterative_labeling.AutonBox",
"name": "Iterative labeling for semi-supervised learning",
"digest": "cd19093cebd9e85f182b93cf4d78ffb0960c74d847009f31097de85e549e0a6b"
},
"arguments": {
"inputs": {
"type": "CONTAINER",
"data": "steps.3.produce"
},
"outputs": {
"type": "CONTAINER",
"data": "steps.4.produce"
}
},
"outputs": [
{
"id": "produce"
}
],
"hyperparams": {
"blackbox": {
"type": "VALUE",
"data": {
"class": "d3m.primitives.classification.gradient_boosting.SKlearn"
}
}
}
},
{
"type": "PRIMITIVE",
"primitive": {
"id": "8d38b340-f83f-4877-baaa-162f8e551736",
"version": "0.3.0",
"python_path": "d3m.primitives.data_transformation.construct_predictions.Common",
"name": "Construct pipeline predictions output",
"digest": "2769ce7b829f224dc7468b48da4462517b2a6260a9772827017dd9da2690b42a"
},
"arguments": {
"inputs": {
"type": "CONTAINER",
"data": "steps.5.produce"
},
"reference": {
"type": "CONTAINER",
"data": "steps.0.produce"
}
},
"outputs": [
{
"id": "produce"
}
]
}
],
"digest": "a0b046db7c0722de91ef2a7e898555b6e7b8363cd732f18d9688d3005a1d251f"
}
\ No newline at end of file
{
"id": "b3b2479d-9e66-4063-9db6-9a210964da75",
"schema": "https://metadata.datadrivendiscovery.org/schemas/v0/pipeline.json",
"created": "2019-11-22T18:41:32.015050Z",
"inputs": [
{
"name": "dataset inputs"
}
],
"outputs": [
{
"data": "steps.6.produce",
"name": "output predictions"
}
],
"steps": [
{
"type": "PRIMITIVE",
"primitive": {
"id": "4b42ce1e-9b98-4a25-b68e-fad13311eb65",
"version": "0.3.0",
"python_path": "d3m.primitives.data_transformation.dataset_to_dataframe.Common",
"name": "Extract a DataFrame from a Dataset",
"digest": "639d15e7fc2586589050d7908c0e1a654f065ab5315edb9cf4192b4dd89c7004"
},
"arguments": {
"inputs": {
"type": "CONTAINER",
"data": "inputs.0"
}
},
"outputs": [
{
"id": "produce"
}
]
},
{
"type": "PRIMITIVE",
"primitive": {
"id": "d510cb7a-1782-4f51-b44c-58f0236e47c7",
"version": "0.5.0",
"python_path": "d3m.primitives.data_transformation.column_parser.Common",
"name": "Parses strings into their types",
"digest": "6a6c7777bb8a19b0021f77b271ac03e1d068b9a5deb27c9346e60510ce5e0938"
},
"arguments": {
"inputs": {
"type": "CONTAINER",
"data": "steps.0.produce"
}
},
"outputs": [
{
"id": "produce"
}
]
},
{
"type": "PRIMITIVE",
"primitive": {
"id": "4503a4c6-42f7-45a1-a1d4-ed69699cf5e1",
"version": "0.3.0",
"python_path": "d3m.primitives.data_transformation.extract_columns_by_semantic_types.Common",
"name": "Extracts columns by semantic type",
"digest": "9aca478606e903ee5ef707aa641be2ea3d3e7e11a19745d95e706a0c9ab3079e"
},
"arguments": {
"inputs": {
"type": "CONTAINER",
"data": "steps.1.produce"
}
},
"outputs": [
{
"id": "produce"
}
],
"hyperparams": {
"semantic_types": {
"type": "VALUE",
"data": [
"https://metadata.datadrivendiscovery.org/types/Attribute"
]
}
}
},
{
"type": "PRIMITIVE",
"primitive": {
"id": "d016df89-de62-3c53-87ed-c06bb6a23cde",
"version": "2019.6.7",
"python_path": "d3m.primitives.data_cleaning.imputer.SKlearn",
"name": "sklearn.impute.SimpleImputer",
"digest": "adc79e644eec35eb9d616be755a5de83b27f66e42b04f6508a9ceb82d99cc739"
},
"arguments": {
"inputs": {
"type": "CONTAINER",
"data": "steps.2.produce"
}
},
"outputs": [
{
"id": "produce"
}
]
},
{
"type": "PRIMITIVE",
"primitive": {
"id": "4503a4c6-42f7-45a1-a1d4-ed69699cf5e1",
"version": "0.3.0",
"python_path": "d3m.primitives.data_transformation.extract_columns_by_semantic_types.Common",
"name": "Extracts columns by semantic type",
"digest": "9aca478606e903ee5ef707aa641be2ea3d3e7e11a19745d95e706a0c9ab3079e"
},
"arguments": {
"inputs": {
"type": "CONTAINER",
"data": "steps.1.produce"
}
},
"outputs": [
{
"id": "produce"
}
],
"hyperparams": {
"semantic_types": {
"type": "VALUE",
"data": [
"https://metadata.datadrivendiscovery.org/types/TrueTarget"
]
}
}
},
{
"type": "PRIMITIVE",
"primitive": {
"id": "6bb5824f-cf16-4615-8643-8c1758bd6751",
"version": "0.2.1",
"python_path": "d3m.primitives.semisupervised_classification.iterative_labeling.AutonBox",
"name": "Iterative labeling for semi-supervised learning",
"digest": "cd19093cebd9e85f182b93cf4d78ffb0960c74d847009f31097de85e549e0a6b"
},
"arguments": {
"inputs": {
"type": "CONTAINER",
"data": "steps.3.produce"
},
"outputs": {
"type": "CONTAINER",
"data": "steps.4.produce"
}
},
"outputs": [
{
"id": "produce"
}
],
"hyperparams": {
"blackbox": {
"type": "VALUE",
"data": {
"class": "d3m.primitives.classification.gradient_boosting.SKlearn"
}
}
}
},
{
"type": "PRIMITIVE",
"primitive": {
"id": "8d38b340-f83f-4877-baaa-162f8e551736",
"version": "0.3.0",
"python_path": "d3m.primitives.data_transformation.construct_predictions.Common",
"name": "Construct pipeline predictions output",
"digest": "2769ce7b829f224dc7468b48da4462517b2a6260a9772827017dd9da2690b42a"
},
"arguments": {
"inputs": {
"type": "CONTAINER",
"data": "steps.5.produce"
},
"reference": {
"type": "CONTAINER",
"data": "steps.0.produce"
}
},
"outputs": [
{
"id": "produce"
}
]
}
],
"digest": "2d5762ad274222416c1a22d7217780d007d9f7b894eb09ef5e7430ceff044fb4"
}
\ No newline at end of file
Markdown is supported
0% or
You are about to add 0 people to the discussion. Proceed with caution.
Finish editing this message first!
Please register or to comment