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Evidently AI VS Dioptra

Compare Evidently AI VS Dioptra and see what are their differences

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Evidently AI logo Evidently AI

Open-source monitoring for machine learning models

Dioptra logo Dioptra

Dioptra is a data centric platform to automate continuous model improvement.
  • Evidently AI Landing page
    Landing page //
    2023-08-19
  • Dioptra Landing page
    Landing page //
    2023-07-20

Evidently AI videos

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How to Monitor Machine Learning Models (Evidently AI)

Dioptra videos

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Dioptra Tutorial

Category Popularity

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

Evidently AI

Dioptra

AI
77 77%
AI
23% 23
Developer Tools
75 75%
Developer Tools
25% 25
Data Science And Machine Learning
100 100%
Data Science And Machine Learning
0% 0
Analytics
65 65%
Analytics
35% 35

User comments

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Social recommendations and mentions

Based on our record, Evidently AI should be more popular than Dioptra. 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

Dioptra mentions (1)

  • Show HN: Open-source vector+data lake to debug, curate and version AI data
    Hi HN! I’m Farah, co-founder of [Dioptra.ai](https://dioptra.ai/) this week and wanted to get your take. Katiml is a vector+data lake to debug, curate and version AI data. With katiML, teams avoid the “garbage in, garbage out” effect by taking control over the quality of their data. They quickly and effectively curate high quality data for training, fine-tuning, and fixing hallucinations and edge cases. Features... - Source: Hacker News / 11 months ago

What are some alternatives?

When comparing Evidently AI and Dioptra, you can also consider the following products

ML5.js - Friendly machine learning for the web

Pretrained AI - Integrate pretrained machine learning models in minutes.

ML Showcase - A curated collection of machine learning projects

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

Lobe - Visual tool for building custom deep learning models

ML Image Classifier - Quickly train custom machine learning models in your browser

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