VIDA-NYU/PipelineVis
Pipeline Profiler is a tool for visualizing machine learning pipelines generated by AutoML tools.
This tool helps machine learning engineers and data scientists understand and compare the performance of different automated machine learning (AutoML) pipelines. It takes in pipeline metadata and performance metrics from tools like Auto-Sklearn or Alpha-AutoML and outputs interactive visualizations. This allows users to quickly explore and select the most effective ML models for their specific problems.
No commits in the last 6 months.
Use this if you need to visually analyze and compare multiple machine learning pipelines generated by AutoML systems to identify the best performing ones.
Not ideal if you are manually building and tuning machine learning models and do not use AutoML tools.
Stars
86
Forks
8
Language
JavaScript
License
BSD-3-Clause
Category
Last pushed
Sep 13, 2023
Commits (30d)
0
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curl "https://pt-edge.onrender.com/api/v1/quality/mlops/VIDA-NYU/PipelineVis"
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