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True Positive Weekly #6
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True Positive Weekly #6

The most important artificial intelligence and machine learning links of the week.

Andriy Burkov
Aug 17, 2020
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Hey! In this issue: learning to transform video into a cartoon, a game for learning reinforcement learning, understanding the effectiveness of ensembles of deep models, a tutorial on deep generative models, a paper explained, and more.

This week's issue is sponsored by the DATAcated Academy.

  • Learning to transform video into a cartoon using white-box cartoon representations (video, code, paper)

  • Open reinforcement learning benchmark that includes 34+ games and provides an unprecedented level of transparency, openness, and reproducibility (video, website, code)

  • A game for learning the reinforcement learning (available on Steam)

  • PyTorch v1.6 released

  • Big Bird: Transformers for longer sequences (paper, video explanation)

  • Understanding the effectiveness of ensembles in deep learning

  • Writing better code with PyTorch and einops

  • Mathematics for machine learning - multivariate calculus (video)

  • Tutorial on deep generative models (video, slides)

  • [Paper Explained] Hopfield Networks is All You Need (video, paper, code)

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