Rust wrapper for ArrayFire 3.7.0

New Features & Improvements

New Features/Functions

• Confidence Connected Components confidence_cc - #213
• Deconvolutions - #213
  • iterative_deconv
  • inverse_deconv
• Event - #213
• Reduction using keys - #213
  • all_true_by_key
  • any_true_by_key
  • count_by_key
  • max_by_key
  • min_by_key
  • product_by_key
  • sum_by_key
• Neural network based convolution and gradient functions - #213
  • convolve2_gradient_nn
  • convolve2_nn
• Support for uniform ranges in approx1 and approx2 functions - #213
  • approx1_v2
  • approx1_uniform
  • approx1_uniform_v2
  • approx2_v2
  • approx2_uniform
  • approx2_uniform_v2
• Window::set_axes_label_formats - #213
• gemm - #213
• meanvar - #213
• pad - #213
• pinverse - #213
• rsqrt - #213
• set_cublas_mode - #213

Fixes and Improvements

• Linked to md-book on gh-pages so that docs.rs works
• Fixed product functions output Array type. For boolean/char inputs, the output of product operation
  is char and everywhere else same as AggregateType alias.

Improvements in Upstream

• Added 16-bit floating point support for the following features/functions.
  • JIT
  • Printing of Array
  • Random Number Generation
  • Unary operators/functions
  • clamp
  • flat
  • matmul
  • reorder
  • select_scalar
  • transpose
• Sparse array - Sparse array arithmetic support added in upstream.
• Print stack trace on errors.

For more information about the performance and bug fixes made in the upstream, ArrayFire, please refer to the following two release notes.

• v3.7.0