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blobcity / autoai

Python based framework for Automatic AI for Regression and Classification over numerical data. Performs model search, hyper-parameter tuning, and high-quality Jupyter Notebook code generation.
Apache License 2.0
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Parallel Processing/Execution #8

Closed Thilakraj1998 closed 3 years ago

Thilakraj1998 commented 3 years ago

File to refer: https://github.com/blobcity/autoai/blob/main/blobcity/modelSelection.py

      modelScore={m:cvScore(models[m][0](),X,Y,k) for m in best }

The following line of code sequentially trains different machine learning models from the dictionary object (variable: best ). Instead of this sequential execution of for loop, execute the above step in parallel considering all the CPU cores in the system.

aadityasinha-dotcom commented 3 years ago

Can I work on this issue?