Dblue MLWatch SDK for real-time machine learning model monitoring
Project description
Dblue MLWatch
Real-time Machine Learning model monitoring with Dblue MLWatch
Fot getting started with MLWatch go to https://mlwatch.dblue.ai
Steps
-
Dblue MLWatch Account
To start monitoring your machine learning models with Dblue MLWatch you need a dblue.ai account. If you don't already have one, please contact support
-
Installation
pip install dblue-mlwatch
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Initialization
from dblue_mlwatch import MLWatch watcher = MLWatch( account='account id received from dblue', project='project id received from dblue', api_key='API Key received from dblue', model_id="Model id received from dblue", model_version="Model version specified on dblue" )
Known issues:
Failed to install psutil on mac
# Jump to the correct folder
cd /Library/Developer/CommandLineTools/SDKs
# Move the new SDK out of the way
sudo mv MacOSX10.15.sdk MacOSX10.15.sdk.1
# Link the newer SDK to the old one
sudo ln -s MacOSX10.14.sdk MacOSX10.15.sdk
# Install psutil or the package which depends on it
pip install -U psutil
# Remove the temporary symlink we made in step 3
sudo rm MacOSX10.15.sdk
# Restore to the former state
sudo mv MacOSX10.15.sdk.1 MacOSX10.15.sdk
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dblue-mlwatch-0.0.6.tar.gz
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