It is a low code machine learning library written in Python to develop, evaluate and deploy automated Machine Learning models and pipelines.

The tool helps has following features:

Native integration for data extraction with MySQL, PostgreSQL, MS SQL, Oracle, MariaDB, Amazon Aurora and Amazon S3
Exploratory Data Analysis (EDA)
Data preprocessing
Trains data across multiple algorithms and provide comparison metrics
Hyperparameter tuning
Experiment tracking
API deployment

You can check out the project at : https://github.com/mist-projects/bluemist-ai

and would love to hear feedback from the community :)

Comments

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aigoritma-1 t1_jac4029 wrote on February 28, 2023 at 10:50 AM

#2,098,289

Looks great! I think it's handy to gather open source tools together and make it easier to use, but the downside is you have to learn another API to on top of those. Maybe a UI can help? Can I ask the motivation you started with this? Amazing progress indeed.

Frankystew1 t1_jaczw27 wrote on February 28, 2023 at 3:36 PM

#2,108,122

How do I use the code you posted on github

pyepyepie t1_jad28c2 wrote on February 28, 2023 at 3:51 PM

#2,108,903

I think it's a cool effort. Regarding feedback, personally, I would use an independent project in production only if I have no alternative. For example, using Shap was really painful even though the problem is less broad than this one and it had many contributors. That being said, it's a cool educational tool.