reco-model-monitoring VS nannyml

Compare reco-model-monitoring vs nannyml and see what are their differences.

reco-model-monitoring

fastapi + prometheus + grafana 💣 (by silverstone1903)
#Mlops #prometheus-grafana #model-monitoring #Monitoring #Recommender Systems #docker-compose #Fastapi #Docker
Source Code
silverstone1903.github.io

nannyml

Detecting silent model failure. NannyML estimates performance for regression and classification models using tabular data. It alerts you when and why it changed. It is the only open-source library capable of fully capturing the impact of data drift on performance. (by NannyML)
#Machine Learning #ML #Mlops #Performance Monitoring #Data Science #Monitoring #Python #data-drift #model-monitoring #Data Analysis #Visualization #Deep Learning #jupyter-notebook #Machinelearning
Source Code
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reco-model-monitoring nannyml
1 4
0 1,362
- 4.4%
0.0 9.6
about 1 year ago 8 days ago
Python Python
- Apache License 2.0
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
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For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

reco-model-monitoring

Posts with mentions or reviews of reco-model-monitoring. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-01-25.

nannyml

Posts with mentions or reviews of nannyml. We have used some of these posts to build our list of alternatives and similar projects.

We haven't tracked posts mentioning nannyml yet.
Tracking mentions began in Dec 2020.

What are some alternatives?

When comparing reco-model-monitoring and nannyml you can also consider the following projects:

cuttle-cli - Cuttle automates the transformation of your Python notebook into deployment-ready projects (API, ML pipeline, or just a Python script)

evidently - Evaluate and monitor ML models from validation to production. Join our Discord: https://discord.com/invite/xZjKRaNp8b

kompose - Go from Docker Compose to Kubernetes

ydata-profiling - Create HTML profiling reports from pandas DataFrame objects

deep-significance - Enabling easy statistical significance testing for deep neural networks.

barfi - Python Flow Based Programming environment that provides a graphical programming environment.

eurybia - âš“ Eurybia monitors model drift over time and securizes model deployment with data validation

nannyml vs cuttle-cli
nannyml vs evidently
reco-model-monitoring vs kompose
nannyml vs ydata-profiling
nannyml vs deep-significance
nannyml vs barfi
nannyml vs eurybia