How to Implement Any Machine Learning Project with 3 Lines of Code


Before anything, make sure to understand to core components of neural networks as well as their mechanisms. There is a ton of online documentation about feedforward neural networks in their most basic form (here, here and here), make sure to check it out. To demonstrate classification, I will model constructiveness in Amazon reviews (4000 reviews) with Libra's neural network. I have worked on a similar task in a previous article and in my master's thesis (in which I describe the dataset in more details), in case you are interested. It automatically calls a data reader, fits your data, evaluates performance on a subset of your data, and displays plots of the training process.

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