What is Evidently AI?
It helps analyze machine learning models during validation or production monitoring. It generates interactive reports or JSON profiles from pandas DataFramesor csv files.
The tool currently works with tabular data.
Evidently AI is a tool in the Machine Learning Tools category of a tech stack.
Evidently AI is an open source tool with 5.6K GitHub stars and 613 GitHub forks. Here’s a link to Evidently AI's open source repository on GitHub
Evidently AI's Features
- Quickly visualize model performance and important metrics. Get a prioritized list of issues to debug
- Compare recent data with the past. Learn which features changed and if key models drivers shifted. Visually explore and understand drift
- Understand how model predictions and target change over time. If the ground truth is delayed, catch the model decay in advance
Evidently AI Alternatives & Comparisons
What are some alternatives to Evidently AI?
Postman
It is the only complete API development environment, used by nearly five million developers and more than 100,000 companies worldwide.
Postman
It is the only complete API development environment, used by nearly five million developers and more than 100,000 companies worldwide.
Stack Overflow
Stack Overflow is a question and answer site for professional and enthusiast programmers. It's built and run by you as part of the Stack Exchange network of Q&A sites. With your help, we're working together to build a library of detailed answers to every question about programming.
Google Maps
Create rich applications and stunning visualisations of your data, leveraging the comprehensiveness, accuracy, and usability of Google Maps and a modern web platform that scales as you grow.
Elasticsearch
Elasticsearch is a distributed, RESTful search and analytics engine capable of storing data and searching it in near real time. Elasticsearch, Kibana, Beats and Logstash are the Elastic Stack (sometimes called the ELK Stack).
Related Comparisons
No related comparisons found