Evidently AI VS Bifrost Data Search

Evidently AI

Open-source monitoring for machine learning models

Bifrost Data Search

Find the perfect image datasets for your next ML project

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2023-08-19

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2023-02-14

How to Monitor Machine Learning Models (Evidently AI)

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Category Popularity

0-100% (relative to Evidently AI and Bifrost Data Search)

Bifrost Data Search

AI

61 61%

AI

39% 39

Developer Tools

60 60%

Developer Tools

40% 40

Data Science And Machine Learning

60 60%

Data Science And Machine Learning

40% 40

Analytics

56 56%

Analytics

44% 44

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