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| metadata_algorithm = { | |
| "main": { | |
| "name": "Fraud Detection Algorithm", | |
| "dateCreated": "2021-01-07T09:45:09Z", | |
| "author": "Data Scientist", | |
| "license": "", | |
| "price": "0", | |
| "files": [ | |
| { | |
| "index": 0, | |
| "contentType": "text/text", | |
| "checksum": "0x52b5c93b82dd9e7ecc3d9fdf4755f7f69a54484941897dc517b4adfe3bbc3377", | |
| "checksumType": "MD5", | |
| "contentLength": "12057507", | |
| "url": "https://raw.githubusercontent.com/nevermined-io/fl-demo/feature/xain-fraud-detection/fraud-detection-xain/notebooks/federated_fraud_demo.ipynb" | |
| } | |
| ], | |
| "type": "algorithm", | |
| "algorithm": { | |
| "language": "python", | |
| "format": "py", | |
| "version": "0.1.0", | |
| "entrypoint": ( | |
| "pip install jupyter scikit-learn pandas papermill xain-sdk && " | |
| "papermill --stdout-file - federated_fraud_demo.ipynb $NEVERMINED_OUTPUTS_PATH/federated_fraud_demo_output.ipynb" | |
| ), | |
| "requirements": { | |
| "container": { | |
| "image": "python", | |
| "tag": "3.8-slim-buster", | |
| "checksum": "sha256:53ad3a03b2fb240b6c494339821e6638cd44c989bcf26ec4d51a6a52f7518c1d" | |
| } | |
| } | |
| } | |
| } | |
| } | |
| ddo_algorithm = nevermined.assets.create( | |
| metadata_algorithm, | |
| data_scientist_account | |
| ) | |
| print(f"Algorithm DID: {ddo_algorithm.did}") | |
| "Algorithm DID: did:nv:aeefc789be572c8dc143f2c4f2a6f0e571be73a2c34438b6194e6638c8419e4d" |
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