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Published 20 hours ago • verified publisher icon fff-rs

Roadmap 2021/2022

Open drahnr opened this issue 7 years ago • 2 comments

Bigger work items:

  • [x] Recursive Neural Networks / Long Term Short Term Memory #87
  • [ ] OpenCL Backend [juice/coaster-nn]
  • [ ] Autodiff [juice/coaster-nn]
  • [ ] Accuracy enum/marker structs instead of type usage [juice/greenglas/coaster]

Low hanging fruits:

  • [ ] Honour biases [juice] #6
  • [ ] Gradient calculation for ND-convolution native backend [coaster-nn]
  • [ ] Regression examples [juice-examples]
  • [ ] Add preprocessing filters [greenglas]

The full presentation of November 30th, 2017: bernhard_schuster__rust_machine_learning_with_juice.pdf

drahnr avatar Jan 01 '18 16:01 drahnr

So 2018 was a pretty busy year so far and I am about to change my job, so not as much as I would have wished happened so far.

Another thing I've been eyeing lately is this device https://www.aaeon.com/en/p/iot-gateway-maker-boards-ai-core using its C API https://movidius.github.io/ncsdk/ncapi/ncapi2/c_api/readme.html If somebody is interested I am happy to wrap the SDK in some rust, it would be awesome to integrated this (or something similiar) into coaster-nn.

drahnr avatar Aug 06 '18 09:08 drahnr

2018 long passed, 2019 has gone by too without much action but the work items are still the same :)

drahnr avatar Jan 08 '20 05:01 drahnr