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0.8.0 beta
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@haydnv haydnv released this 15 Apr 11:21
· 318 commits to main since this release
0.8.0-beta
df18718

Changelog:

  • hosted machine learning service w/ support for deep neural networks, including convolutional layers, gradient descent, and Adam optimization
  • hosted linear algebra service with support for QR factorization, PLU factorization, and SVD
  • new math package featuring automatic differentiation of numerical operators
  • new App and Library classes to define microservices
  • dynamic Chain support (i.e. Map and Tuple chains)
  • Model class, in preparation for object-relational mapping
  • Dynamic models with support for constructing method definitions based on compile-time instance constants
  • bugfixes for einsum
  • random and concatenation constructors for Dense tensors
  • support for typing.Tuple and typing.Dict type hints
  • performance improvements for multi-stage Ops
  • benchmark tests
  • support for rustc v1.60

SHA256 checksum: b7740786771dcf4ec8c453645245ab8eb420ef0f4f8293de8c48d03f00a7939d

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