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In this video I show you how to get even more flexibility during training and that is by creating the training loops from scratch. In many ways it's similar to customizing model.fit but here we are removing the model.fit API entirely.
I learned a lot and was inspired to make these TensorFlow videos by the TensorFlow Specialization on Coursera. Below you'll find both affiliate and non-affiliate links, the pricing for you is the same but a small commission goes back to the channel if you buy it through the affiliate link.
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In this video we go through how to implement a dynamic algorithm for solving the sequence alignment or edit distance problem. This is also referred to as the Needleman Wunsch algorithm, it seems as if this algorithm has quite many names :)
Code repository:
https://github.com/AladdinPerz....on/Algorithms-Collec
I recommend watching the explanation video before watching this implementation:
https://youtu.be/bQ7kRW6zo9Y
Hi, I made this video when a lot of students were questioning about preparing .csv file on Aladdin Persson's youtube in the following video.
How to build custom Datasets for Images in Pytorch
https://www.youtube.com/watch?v=ZoZHd0Zm3RY
So now that you know the basics of what Pytorch is, let's apply it using a basic neural network example. The very first thing we have to consider is our data.
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#pytorch #deeplearning #machinelearning
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