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fasterneuraldiffeq's Introduction

JAX scientific ML ecosystem:

Probably the reason you're here. I would highlight:

  1. Equinox: elegant neural networks. GitHub Repo stars

  2. Diffrax: numerical ODE/SDE solvers. GitHub Repo stars

  3. jaxtyping: shape/dtype annotations for arrays. GitHub Repo stars

  4. Lineax: linear/least-squares solvers. GitHub Repo stars (new!)

  5. Optimistix: root finding, least squares, etc. GitHub Repo stars (new!)

Other links:

Me:

I currently wear multiple hats across bio/ML/CS at Cradle.bio. These days I am generally interested in scientific ML, and specifically the application of ML to unsolved problems in biology!

I also hold an honorary lectureship at Imperial College London. In past lives I previously wore the same multitude of hats at Google X, and did my PhD at the University of Oxford.

fasterneuraldiffeq's People

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fasterneuraldiffeq's Issues

AttributeError: 'tuple' object has no attribute 'numel'

Hello,

So exited to see the improvement!
I tried to replace torchdiffeq with the suggested codes in the Summary but I got the error in
make_norm
state_size = state.numel():

'AttributeError: 'tuple' object has no attribute 'numel''

Any suggestions?

Thank you.

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