Xi Wang

## Description ## This PR adds convenient method for **numerical** Ops (e.g. `exp`) under Numpy namespace (i.e. numpy extension ops not included). This modification will significantly mitigate your pain of...

Pretrained ResNet

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Hi I am wondering if the checkpoints of ResNet trained on ImageNet using Haiku (https://github.com/deepmind/dm-haiku/tree/main/examples/imagenet) can be made public? That would be very helpful Thanks,

PyMC3 eight school example

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`tau`, the scale parameter should lie on the positive real value space therefore it should be HalfCauchy or be transformed through exponential function? https://github.com/stan-dev/posteriordb/blob/master/posterior_database/models/pymc3/eight_schools_noncentered.py#L14

Hi, I'm a member of Deep Numpy (a new MXNet frontend API with numpy like interface: https://numpy.mxnet.io/index.html) dev team and I'm currently working on the random module for Deep Numpy,...

Implement Fullrank vi

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Fullrank VI TODO 1: Better test cases that verify posterior covariance recovery TODO 2: Currently the user don't have access to the _real_to_vector function therefore cannot convert the unnormalized real...

Should the normalizer defined this line https://github.com/omihub777/ViT-CIFAR/blob/main/layers.py#L33 be (self.feats // self.head) ** 0.5 ?