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bentrevett/README.md

I am currently working on a bunch of PyTorch tutorials. So far I have ones for sentiment analysis, sequence-to-sequence learning, image classification and part-of-speech tagging. In the pipeline are tutorials on reinforcement learning and natural language inference.

Other projects I have been working on are Glyphs of Dialogue and a PyTorch implementation of Recurrent Models of Visual Attention.

I'm looking to collaborate on implementing some reinforcement learning papers. Contact me on twitter if you're interested.

Pinned

  1. pytorch-sentiment-analysis

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

    Jupyter Notebook 2.2k 593

  2. pytorch-seq2seq

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

    Jupyter Notebook 2k 582

  3. pytorch-image-classification

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

    Jupyter Notebook 170 46

  4. pytorch-pos-tagging

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

    Jupyter Notebook 62 11

  5. pytorch-nli

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

    Jupyter Notebook 20 4

  6. pytorch-rl

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

    Jupyter Notebook 51 15

619 contributions in the last year

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September 2020

11 contributions in private repositories Sep 1 – Sep 19

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