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()
Release files for chaintrailapi 0.0.6
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Source distribution (sdist)
| File | Size | Uploaded | Provenance | |
|---|---|---|---|---|
| chaintrailapi-0.0.6.tar.gz | 2.6 kB | Without provenance | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| chaintrailapi-0.0.6-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 6.7 kB
Release files / chaintrailapi-0.0.6.tar.gz
| Download URL | chaintrailapi-0.0.6.tar.gz |
|---|---|
| Size | 2.6 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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Release files / chaintrailapi-0.0.6-py3-none-any.whl
| Download URL | chaintrailapi-0.0.6-py3-none-any.whl |
|---|---|
| Size | 4.1 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
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twine/1.13.0 pkginfo/1.5.0.1 requests/2.22.0 setuptools/41.2.0 requests-toolbelt/0.9.1 tqdm/4.35.0 CPython/3.7.4
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Security for chaintrailapi 0.0.6
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