Evidently AI VS PerceptiLabs

Evidently AI

Open-source monitoring for machine learning models

PerceptiLabs

A tool to build your machine learning model at warp speed.

Landing page //
2023-08-19

Landing page //
2022-03-09

How to Monitor Machine Learning Models (Evidently AI)

PerceptiLabs videos

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PerceptiLabs-The Best Machine Learning Visual Modeling Tool-Train Deep Learning Neural Network

Category Popularity

0-100% (relative to Evidently AI and PerceptiLabs)

PerceptiLabs

AI

60 60%

AI

40% 40

Developer Tools

58 58%

Developer Tools

42% 42

Data Science And Machine Learning

100 100%

Data Science And Machine Learning

0% 0

APIs

0 0%

APIs

100% 100

User comments

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Social recommendations and mentions

Based on our record, Evidently AI seems to be more popular. It has been mentiond 2 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Evidently AI mentions (2)

[D] Using MLFlow for model performance tracking
It is doable. However the main focus of MLFlow is in experiment tracking. I would suggest for you to look into another monitoring tools such evidentlyai . You can track more things than performance (e.g.data drift). Which may be helpful in a production setting. Source: over 1 year ago
Five Data Quality Tools You Should Know
Evidently is an open-source Python library that analyzes and monitors machine learning models. It generates interactive reports based on Panda DataFrames and CSV files for troubleshooting models and checking data integrity. These reports show model health, data drift, target drift, data integrity, feature analysis, and performance by segment. - Source: dev.to / over 2 years ago