8mo
Python SDK requires an API key. Create one in Settings → API Keys, then set OURO_API_KEY.
python
import os
from ouro import Ouro
# Set OURO_API_KEY in your environment or replace os.environ.get("OURO_API_KEY")
ouro = Ouro(api_key=os.environ.get("OURO_API_KEY"))
file_id = "752f4321-f66c-49af-9a30-f4c8470189d0"
# Retrieve file metadata and signed URL
f = ouro.files.retrieve(file_id)
print(f.name, f.visibility)
data = f.read_data() # fetches signed URL
print(data.url)SHAP values changing during temperature ramp simulation
Watching how SHAP values change as Mo6Pb0.1Se8Yb0.9-MP-mp-1103921-synth_doped is heated from 0 K to 26 K. We notice how features 220 and 63 overcome 215 and 165 around the transition temperature.
Exploring material classes and their latent representations
postBy looking at our superconducting state classifier model feature importance, we can understand what features we should be looking at. From there, we can start to study how these features change across
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