nannyml VS barfi

Compare nannyml vs barfi and see what are their differences.

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

barfi

Python Flow Based Programming environment that provides a graphical programming environment. (by krish-adi)
#Python #Framework #flow-based-programming #graphical-programming #Data Science #ML #jupyter-notebook #Jupyter #Streamlit #ai-ml #dataflow-programming
Source Code
barfi.readthedocs.io
Our great sponsors
  • InfluxDB - Build time-series-based applications quickly and at scale.
  • Sonar - Write Clean Python Code. Always.
  • SaaSHub - Software Alternatives and Reviews
Our great sponsors
nannyml barfi
4 2
1,362 163
8.1% -
9.6 6.8
3 days ago 5 months ago
Python Python
Apache License 2.0 MIT License
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.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
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.

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.

barfi

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

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

What are some alternatives?

When comparing nannyml and barfi you can also consider the following projects:

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

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

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

pandas-profiling - Create HTML profiling reports from pandas DataFrame objects [Moved to: https://github.com/ydataai/pandas-profiling]

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

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

nannyml vs evidently
nannyml vs cuttle-cli
barfi vs pandas-profiling
nannyml vs pandas-profiling
barfi vs pandas-profiling
nannyml vs eurybia
nannyml vs deep-significance