Shypd.aiThe largest open index of AI toolstorch-Video-Tutorials is an educational resource offering introductory video tutorials on the Torch ecosystem. It provides a growing collection of videos, transcripts, and quizzes to light your way in Deep Learning with Torch.
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torch-Video-Tutorials is a comprehensive collection of introductory video tutorials designed to guide users through the Torch ecosystem, a fast and flexible framework for Machine and Deep Learning. The resource aims to demystify the learning curve often associated with Torch by providing accessible video content. Each tutorial comes with accompanying slides, transcripts, and quizzes, which are available in the 'res' folder, along with notes on video creation. The tutorials cover fundamental concepts such as Lua and Torch's Tensor and image packages, delve into Artificial Neural Networks (feed-forward, backpropagation, and Torch's nn package), explore Convolutional Neural Networks (basics, internals, architectures, training, and loss functions), and introduce Recurrent Neural Networks (vectors, sequences, nngraph package, and training). Future content will include LSTM and training with the rnn package.
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