Current collected state Current
Observed since 20 Oct, 18:10 UTC
No superseded metadata states collected. Unchanged observations do not create new revisions.
Open implementation of ace_tools referenced in GPT4o
Open implementation of ace_tools referenced in GPT4o.
pip install ace_tools_open
import pandas as pd
import numpy as np
# Generate a random pandas dataframe
np.random.seed(0)
data = {
'A': np.random.rand(10),
'B': np.random.rand(10),
'C': np.random.randint(1, 100, 10),
'D': np.random.choice(['X', 'Y', 'Z'], 10)
}
df = pd.DataFrame(data)
import ace_tools_open as tools; tools.display_dataframe_to_user(name="Random DataFrame", dataframe=df)
Download counts and popularity will appear here as the collector receives them.
| Version | Published | Direct dependencies | Open version |
|---|---|---|---|
| 0.1.0 | 12 Jul 2024 | 4 |
This describes our collected data; it is not a security assessment.
Observed since 20 Oct, 18:10 UTC
No superseded metadata states collected. Unchanged observations do not create new revisions.
package:0aab3dcc4426a00cad8c8a793ea3c5907ce568732f58d5748abc763cf2835078