Ben Trevett

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

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A tutorial on how to implement models for part-of-speech tagging using PyTorch and TorchText.

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Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

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Tutorials on how to implement a few key architectures for image classification using PyTorch and TorchVision.

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Tutorials for reinforcement learning in PyTorch and Gym by implementing a few of the popular algorithms. [IN PROGRESS]

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A tour of different optimization algorithms in PyTorch.

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A PyTorch implementation of `code2vec: Learning Distributed Representations of Code` (Alon et al., 2018)

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A collection of machine learning courses.

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[IN PROGRESS] An introduction to generative adversarial networks (GANs) and variational autoencoders (VAEs) in PyTorch, by implementing a few key architectures.

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A tutorial on how to implement models for natural language inference using PyTorch and TorchText. [IN PROGRESS]

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