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Genetic Algorithms - Learn Python for Data Science #6 episode artwork

EPISODE · Nov 12, 2016 · 7 MIN

Genetic Algorithms - Learn Python for Data Science #6

from Siraj Raval

In this video, we build a Gamma Radiation Classifier and use Genetic Programming to pick the best Machine Learning model + hyper-parameters FOR US in 40 lines of Python. Challenge for this video: https://github.com/llSourcell/genetic_algorithm_challenge Peter's winning code: https://github.com/PeterMitrano/deep_dream_challenge Kyle's Runner up code: https://github.com/ljlabs/deep_dream_challenge/blob/master/Dream_in_video.py Great chapter on Genetic Algorithms: http://natureofcode.com/book/chapter-9-the-evolution-of-code/ Link to TPOT: https://github.com/rhiever/tpot Join the Wizards Slack Channel: https://wizards.herokuapp.com/ Please like + subscribe + comment! Please support me on Patreon!: https://www.patreon.com/user?u=3191693 Follow me: Twitter: https://twitter.com/sirajraval Facebook: https://www.facebook.com/sirajology Instagram: https://www.instagram.com/sirajraval/ Instagram: https://www.instagram.com/sirajraval/

Episode metadata supplied by the publisher feed · Published Nov 12, 2016

What this episode covers

In this video, we build a Gamma Radiation Classifier and use Genetic Programming to pick the best Machine Learning model + hyper-parameters FOR US in 40 lines of Python. Challenge for this video: https://github.com/llSourcell/genetic_algorithm_challenge Peter's winning code: https://github.com/PeterMitrano/deep_dream_challenge Kyle's Runner up code: https://github.com/ljlabs/deep_dream_challenge/blob/master/Dream_in_video.py Great chapter on Genetic Algorithms: http://natureofcode.com/book/chapter-9-the-evolution-of-code/ Link to TPOT: https://github.com/rhiever/tpot Join the Wizards Slack Channel: https://wizards.herokuapp.com/ Please like + subscribe + comment! Please support me on Patreon!: https://www.patreon.com/user?u=3191693 Follow me: Twitter: https://twitter.com/sirajraval Facebook: https://www.facebook.com/sirajology Instagram: https://www.instagram.com/sirajraval/ Instagram: https://www.instagram.com/sirajraval/

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Genetic Algorithms - Learn Python for Data Science #6

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This episode is 7 minutes long.

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This episode was published on November 12, 2016.

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In this video, we build a Gamma Radiation Classifier and use Genetic Programming to pick the best Machine Learning model + hyper-parameters FOR US in 40 lines of Python. Challenge for this...

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