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Generalize the QuickCheck gradient vs derivative vs perturbation test to other neural network examples
help wanted
Extra attention is needed
#111
opened Feb 21, 2025 by
Mikolaj
Think about parallel execution of our mapAccums and their derivatives (associative operations?)
help wanted
Extra attention is needed
postpone
#109
opened Feb 25, 2024 by
Mikolaj
Try equality saturation for our simplifcation/vectorization rewriting system
help wanted
Extra attention is needed
#103
opened May 11, 2023 by
Mikolaj
Implement automatic sharing for the surface language code
help wanted
Extra attention is needed
#102
opened Apr 18, 2023 by
Mikolaj
Add Extra attention is needed
tupdate
to Tensor
class and start simplifying tscatter
help wanted
#101
opened Apr 16, 2023 by
Mikolaj
Don't use rule (D) for AstAppend and let simplification pass through
help wanted
Extra attention is needed
#98
opened Apr 2, 2023 by
Mikolaj
Define a Tensor instance that does the fast forward derivative computation
postpone
#94
opened Mar 20, 2023 by
Mikolaj
Make assertEqualUpToEpsilon show the correct line number
help wanted
Extra attention is needed
#88
opened Mar 6, 2023 by
Mikolaj
Generate random Tensor (and Boolean and Integral) programs
help wanted
Extra attention is needed
#86
opened Feb 21, 2023 by
Mikolaj
Add a fusion trasformation partially inverse to vectorization
help wanted
Extra attention is needed
#80
opened Jan 29, 2023 by
Mikolaj
Future work: vectorize using rugged tensors (irregular arrays) and/or Blelloch's flattening
postpone
#79
opened Jan 26, 2023 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
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
Implement matrix multiplication generalized to tensors
help wanted
Extra attention is needed
#69
opened Sep 20, 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 LSTM with both soft and hard attention
help wanted
Extra attention is needed
#50
opened May 24, 2022 by
Mikolaj
investigate huge floating point errors in (flaky) tests
help wanted
Extra attention is needed
#47
opened May 19, 2022 by
sfindeisen
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
[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
Implement bachnorm layer and add it to some tests
help wanted
Extra attention is needed
#42
opened May 17, 2022 by
Mikolaj
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Updated in the last three days: updated:>2025-04-13.