Archives for gradient descent - Page 2

19 Dec

How ML Frameworks Like TensorFlow And PyTorch Handle Gradient Descent

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image-1468

Optimisation is the most important component when we consider machine learning algorithms. It helps in reducing the error and improving the accuracy in the solution of a problem. Gradient Descent is one such algorithm which is used for the purpose of optimisation. Here we take a deeper look at what Gradient Descent is and how…

The post How ML Frameworks Like TensorFlow And PyTorch Handle Gradient Descent appeared first on Analytics India Magazine.

18 Dec

DeepMind Solves One Of The Oldest Challenges Of Biochemistry With AlphaFold

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image-1456

An Antarctic eelpout swims gracefully in cold dark depths without freezing its internal juices. It does this with the help of anti-freezing proteins (AFPs) which are by-products of million mutations over millions of years of evolution. The 3D structure of AFPs allows them to bind to ice crystals and prevent organisms from freezing by forming…

The post DeepMind Solves One Of The Oldest Challenges Of Biochemistry With AlphaFold appeared first on Analytics India Magazine.