Corey Lowman

Please add crate to category: Neural Networks If you're open to multiple categories, I think dfdx could also be added to Reinforcement Learning (I have some examples of a Deep...

0.9.0 release

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Tracking issue for next release - [x] #34 - [x] #55 - [ ] #1 - [ ] #67 - [x] #123 - [ ] #115 - [x] #111 -...

Refactor unit tests with large arrays - move to .npy files in the repo

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Unit tests should be easy to scan. large arrays make this almost impossible and add a lot of bloat. _Originally posted by @coreylowman in https://github.com/coreylowman/dfdx/pull/120#discussion_r929261072_

Closes #1 - [x] Add tests for conv2d & batch_conv2d - [x] Add tests for Conv2D layer - [ ] Add example file - [ ] Clean up implementation

This has been lightly discussed in some of the PRs as confusion has come up. Probably will want to link this in the README too, as I imagine this will...

Add transpose operation

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This would be used for matmuls & transformer implementations. ~~The hard thing about this is how to do this without moving data around a lot.~~ I believe other frameworks just...