forbin 0.1
api-python-client
Installation
pip install forbin
Use
from forbin.client import Client, Submission
from sklearn.ensemble import RandomForestClassifier
client = Client(username='username', password='password')
challenges = client.challenges()
challenge = challenges[0]
clf = RandomForestClassifier(max_depth=2, random_state=0)
clf.fit(challenge.x_train, challenge.y_train)
submission = Submission(client)
submission.confidence = 0.8
submission.stake = 1
submission.y_live = clf.predict(challenge.x_live)
submission.y_test = clf.predict(challenge.x_test)
submission.save()
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