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Warn if any element of the gradient is not updated by eval or if it's zeroed
good first issue
Good for newcomers
help wanted
Extra attention is needed
#7
opened Feb 3, 2022 by
Mikolaj
[Postponed] In applications without mini-batches, work around costly parameter updates
performance
postpone
#8
opened Feb 12, 2022 by
Mikolaj
[blocked on #20] Try sparser and not ad-hoc data structures for the scaling factors
help wanted
Extra attention is needed
performance
#18
opened Mar 19, 2022 by
Mikolaj
Unpack r in Delta datatypes via backpack, class or otherwise
help wanted
Extra attention is needed
performance
postpone
#23
opened Mar 25, 2022 by
Mikolaj
Define dual number counterparts of most orthotope operations
enhancement
New feature or request
help wanted
Extra attention is needed
#28
opened Apr 24, 2022 by
Mikolaj
Create bindings to libxsmm (in a separate package)
help wanted
Extra attention is needed
#41
opened May 17, 2022 by
Mikolaj
Implement bachnorm layer and add it to some tests
help wanted
Extra attention is needed
#42
opened May 17, 2022 by
Mikolaj
[Feature] I can write code with large tensors, and the derivative runs as fast as PyTorch on GPU
enhancement
New feature or request
help wanted
Extra attention is needed
#43
opened May 18, 2022 by
Mikolaj
4 tasks
Code an example with audio recordings of speech, e.g., sentiment analysis
help wanted
Extra attention is needed
#45
opened May 18, 2022 by
Mikolaj
investigate huge floating point errors in (flaky) tests
help wanted
Extra attention is needed
#47
opened May 19, 2022 by
sfindeisen
Implement LSTM with both soft and hard attention
help wanted
Extra attention is needed
#50
opened May 24, 2022 by
Mikolaj
document the core API of the Engine
documentation
Improvements or additions to documentation
good first issue
Good for newcomers
help wanted
Extra attention is needed
#52
opened May 28, 2022 by
sfindeisen
Implement matrix multiplication generalized to tensors
help wanted
Extra attention is needed
#69
opened Sep 20, 2022 by
Mikolaj
Add an untyped ArrayFire backend and benchmark it vs hmatrix
help wanted
Extra attention is needed
#71
opened Oct 6, 2022 by
Mikolaj
Port orthotope to arbitrary underlying type of tensors (think MLIR)
help wanted
Extra attention is needed
#72
opened Oct 6, 2022 by
Mikolaj
Generalize HordeAd.External.Adaptor from [a] to Traversable a and also to MonoTraversable
enhancement
New feature or request
help wanted
Extra attention is needed
#73
opened Nov 21, 2022 by
Mikolaj
Use a generics library to convert from nested records to nested tuples
help wanted
Extra attention is needed
#76
opened Nov 26, 2022 by
Mikolaj
Future work: vectorize using rugged tensors (irregular arrays) and/or Blelloch's flattening
postpone
#79
opened Jan 26, 2023 by
Mikolaj
Add a fusion trasformation partially inverse to vectorization
help wanted
Extra attention is needed
#80
opened Jan 29, 2023 by
Mikolaj
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