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> Taxonomic assignment is the core of targeted metagenomics approaches that aims to assign sequencing reads to their corresponding taxonomy. Sequence similarity searching and machine learning (ML) are…
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Teravoxel volume electron microscopy data sets from neural tissue can now be acquired in weeks, but data analysis requires years of manual labor. We developed the SyConn framework, which uses deep con…
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For the past 3 weeks I've been searching nonstop for a solution to this problem, when training a LSTM model with a custom DataGenerator, Keras ends up using all my RAM memory. The context of the proje…
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See: https://arxiv.org/pdf/1502.05700.pdf
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Dear All-
I have a very simple question. I have two neural networks of type `MLP` and I want to initialize optimizer via `optax`.
When I have one neural network I do like
`pyt1 = eqx.filter(bn, e…
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Hello. I am able to run the Tutorial example with the Turing equation correctly. Now I am trying to extend that example by developing a neural network (nn) for the Turing equation, but I am getting er…
ghost updated
5 years ago
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Q1: Do I have to give an exact initial value of "m1x_0"? When I try to have the initial value with error, KNet does not converge.
Q2: My state vector is 9-dimensional (x:[9x1]), and the order of magn…
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The utilities provided by jax.tree_utils, together with the flexibility of jax transformations, make it easy to write code that works not just for arrays but for general pytrees. E.g. JAX makes it eas…
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Hi!
Very cool project.
There are some potential improvements to sequential model found in [Improved Recurrent Neural Networks for Session-based Recommendations](https://arxiv.org/abs/1606.08117). …
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We only use a single, pretty oversized deep learning model. Especially after the first iteration we see this overfit, so it might be a good continuation of the story to use something else that does no…