A small example package
Project description
Chaintrail API Wrapper
Installation
pip3 install chaintrailapi
Import and use the package as demonstrated in example.py
below:
from chaintrailapi import ChainTrail, Accounts, Dataset
import matplotlib.pyplot as plt
api = ChainTrail("localhost:3000", Dataset.JAN_2019)
account_data = api.get_accounts(['acct_address'])
account_scaled = api.get_accounts(['tx_count','avg_tx_in','avg_tx_out','std_tx_in','std_tx_out']).get_scaled()
print(account_scaled.shape)
pcadata = ChainTrail.calculate_pca(account_scaled, components=2)
inliers, outliers, xx, yy, z_train = ChainTrail.predict_outliers(pcadata)
# plot the training points
plt.contour(xx,yy,z_train, levels=[0], linewidths=2, colors='darkred')
plt.scatter(pcadata[inliers,0], pcadata[inliers,1], color='blue', alpha=0.2)
plt.scatter(pcadata[outliers,0], pcadata[outliers,1], color='red', alpha=0.4)
plt.show()
Project details
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
chaintrailapi-0.0.6.tar.gz
(2.6 kB
view hashes)
Built Distribution
Close
Hashes for chaintrailapi-0.0.6-py3-none-any.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | f301e8d7aa0a1be1f8b84ec770e91d445acbc7c738a38ecdf97a8e4a3503e223 |
|
MD5 | 30e2500066c2c1fcbcabb11aa7aca16e |
|
BLAKE2b-256 | cd52c54a7bb180552ba578ca8211b79c0db29f49b1db44dc8b191fe688dcf437 |