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🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(c...

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The given implementation puts all layers into a list blocks , and the condition to set stride to 2 is len(blocks)==1. So The size of image will only modify in...


Hi, Running the exact code on github for deepmind's retrieval transformer - [RETRO](, getting the following error: `RuntimeError: stack expects each tensor to be equal size, but got [2, 32]...


Currently, labmlai has no implementation for Object Detection Papers such as Yolo Family, FPN, Retinanet. Do you have any timeline to share them as well?

paper implementation This link doesn't go to MHA code, but goes to Transformer code.


The [implementation]( of StyleGAN2 does not learn a mapping for the latent vector `z`. The vector `z` is completely ignored, and a variety of generated images is provided by `noise`....


When training with custom .png image, the following error occurs. ``` class Smooth(nn.Module): def __init__(self): super().__init__() kernel = [[1, 2, 1], [2, 4, 2], [1, 2, 1]] # define the...


您好,首先感谢您这份非常有价值的工作,个人有两点小建议: ①经典模块代码注释时,可否提供中文注释?这样对外语不好的国人来说会更加友好。 ②paper文件夹中建议命名为该文章的模型名字或代表名称,可以更利于读者查阅呢。 再次对您的贡献表示感谢!


Paper: Implementation I have currently:

paper implementation

paper implementation

I would like to understand the following paper Mueller, J. and Thyagarajan, A., 2016, March. "Siamese recurrent architectures for learning sentence similarity". In Proceedings of the AAAI conference on artificial...

paper implementation