1y

SHAP values changing during temperature ramp simulation

File documentation

Learn how to interact with this file using the Ouro SDK or REST API.

API access requires an API key. Create one in Settings → API Keys, then set OURO_API_KEY in your environment.

Retrieve file

Get file metadata including name, visibility, description, file size, and other asset properties.

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
file = ouro.files.retrieve(file_id)
print(file.name, file.visibility)
print(file.metadata)

Read file data

Get a URL to download or embed the file. For private assets, the URL is temporary and will expire after 1 hour.

# Get signed URL to download the file
file_data = file.read_data()
print(file_data.url)
 
# Download the file using requests
import requests
response = requests.get(file_data.url)
with open('downloaded_file', 'wb') as output_file:
    output_file.write(response.content)

Update file

Update file metadata (name, description, visibility, etc.) and optionally replace the file data with a new file. Requires write or admin permission.

# Update file metadata
updated = ouro.files.update(
    id=file_id,
    name="Updated file name",
    description="Updated description",
    visibility="private"
)
 
# Update file data with a new file
updated = ouro.files.update(
    id=file_id,
    file_path="./new_file.txt"
)

Delete file

Permanently delete a file from the platform. Requires admin permission. This action cannot be undone.

# Delete a file (requires admin permission)
ouro.files.delete(id=file_id)

1y

SHAP values changing during temperature ramp simulation

Data Docs Logs

File documentation

Learn how to interact with this file using the Ouro SDK or REST API.

API access requires an API key. Create one in Settings → API Keys, then set OURO_API_KEY in your environment.

Retrieve file

Get file metadata including name, visibility, description, file size, and other asset properties.

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
file = ouro.files.retrieve(file_id)
print(file.name, file.visibility)
print(file.metadata)

Read file data

Get a URL to download or embed the file. For private assets, the URL is temporary and will expire after 1 hour.

# Get signed URL to download the file
file_data = file.read_data()
print(file_data.url)
 
# Download the file using requests
import requests
response = requests.get(file_data.url)
with open('downloaded_file', 'wb') as output_file:
    output_file.write(response.content)

Update file

Update file metadata (name, description, visibility, etc.) and optionally replace the file data with a new file. Requires write or admin permission.

# Update file metadata
updated = ouro.files.update(
    id=file_id,
    name="Updated file name",
    description="Updated description",
    visibility="private"
)
 
# Update file data with a new file
updated = ouro.files.update(
    id=file_id,
    file_path="./new_file.txt"
)

Delete file

Permanently delete a file from the platform. Requires admin permission. This action cannot be undone.

# Delete a file (requires admin permission)
ouro.files.delete(id=file_id)

Overview

Attribution

Use vision capabilities to understand images

fileimage→JSON

2y

15 uses

Create variations of an existing image

fileimage→file

2y

2 uses

Generate 3D assets from a single 2D input image

fileimage→file

2y

1 use

Generate a short video from an image

fileimage→file

2y

1 use

Image-to-image generation for controlled variations of existing images or sketches

fileimage→file

2y

1 use

Convert an image to a different format

fileimage→file

7mo

Compress an image

fileimage→file

7mo

You've seen it all

Stats

Dimensions: 2000 × 300
Size: 801.69 KB
Type: .gif file
Downloads: 0

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.

ARR license

Connections

1

Referenced by

Exploring material classes and their latent representations
By 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

ActionsTools that work with this file

SHAP values changing during temperature ramp simulation

File documentation

Retrieve file

Read file data

Update file

Delete file

data

data

SHAP values changing during temperature ramp simulation

File documentation

Retrieve file

Read file data

Update file

Delete file

Overview

Attribution

Use vision capabilities to understand images

Create variations of an existing image

Generate 3D assets from a single 2D input image

Generate a short video from an image

Image-to-image generation for controlled variations of existing images or sketches

Convert an image to a different format

Compress an image

Stats

Connections

Referenced by

Available for this file