PyDataMCR: Unlocking Neural Network Optimization with Neuroevolution 🤖
Discover how neuroevolution bridges biology and data science to efficiently tune neural network architectures and hyper-parameters. Join us for an insightful introduction!
About this video
When Biology Meets Data Science—An Introduction to Neuroevolution:
Tuning the architecture and hyper-parameters of neural networks is no easy feat, requiring near brute force search or optimisation over complex, non-convex spaces. Despite this, evolution managed to do a decent job in designing its own neural networks (our brains), so who is to say we can't use the same approach? In this talk, Tim takes a high-level walk-through of a project he produced based on this idea, introducing the concept of evolutionary algorithms and how they can be applied to the field of deep learning.
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Thank you to NUMFocus for sponsoring Meetup and further support.
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250
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6
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Duration
01:03:04
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Published
Jun 23, 2020
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hd
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