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gimseng / 99-ML-Learning-Projects

A list of 99 machine learning projects for anyone interested to learn from coding and building projects
MIT License
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[EXE] Implement Different learning algorithm from scratch with visualization #84

Open iamarpan opened 3 years ago

iamarpan commented 3 years ago

One of the most important component of neural networks is the learning algorithms it uses. Since for most of the beginners it is like a black box. I am planning to contribute code for these learning algorithms. These will include: 1) Gradient Descent 2) Momentum based Gradient Descent 3) Nesterov Accelarated Gradient Descent 4) AdaGrad 5) RMSProp 6) Adam It will be a .ipynb file with complete implementation from scratch also with proper visualization as well as documentation, so that beginners can get a better understanding of these concepts.

gimseng commented 3 years ago

@iamarpan Good idea! Please go ahead, but do read the contributing guidelines and look at one or two of the latest project folders. Many thanks !

iamarpan commented 3 years ago

@gimseng Sorry was a bit occupied with office work. Can I pick this one now?