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Educational deep learning library in plain Numpy.

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Bumps [numpy](https://github.com/numpy/numpy) from 1.11.3 to 1.22.0. Release notes Sourced from numpy's releases. v1.22.0 NumPy 1.22.0 Release Notes NumPy 1.22.0 is a big release featuring the work of 153 contributors spread...

dependencies

Bumps [ipython](https://github.com/ipython/ipython) from 4.0.1 to 7.16.3. Commits d43c7c7 release 7.16.3 5fa1e40 Merge pull request from GHSA-pq7m-3gw7-gq5x 8df8971 back to dev 9f477b7 release 7.16.2 138f266 bring back release helper from master...

dependencies

Hello. Are you quite sure that history of optimizer (e.g. moments) should be zeroed at the beginning of each epoch?

Hi, thanks for your share. I found some wrong in the implementation of BatchNorm。you compute mean and var for every batch, rather than for every channels

Hi, thanks for your work. I learned a lot from your blog and code! In your gradient test code, I found that there may be something wrong in the back...

cifar10's test accuracy does not go above 33%. What can be done?