Dblue MLWatch

Real-time Machine Learning model monitoring with Dblue MLWatch

Fot getting started with MLWatch go to https://mlwatch.dblue.ai

Steps

1. 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

2. Installation

   pip install dblue-mlwatch
   

3. Initialization

   from dblue_mlwatch import MLWatch
   
   watcher = MLWatch(
       account='account 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