v0.9.0

Breaking Changes

• Add broadcast functions, reductions on any axis, and selecting subtensors (#137, #114, #139) by @coreylowman in #138
• Added normalize axis and removed normalize by @vikigenius in #140
• #67 Optimizer::update now returns Result<(), UnusedParamsError> by @coreylowman in #107

New features

• #34 Add Transformers!!! by @jafioti in #120
• #1 Add Conv2d by @coreylowman in #124
• #55 Added reshape function by #90 #129 #120
• #133 Adding FlattenImage layer that uses reshape by @coreylowman in #133
• #142 Adding Module::forward_mut by @coreylowman in #148
• #80 Adding nn::Softmax by @coreylowman in #81
• #79 Adding smooth_l1_loss and huber_loss by @coreylowman in #82
• #131 matmul now supports batched & broadcasted inputs by @coreylowman in #132
• add macOS MKL support by @yerke in #73
• Adding maximum function by @coreylowman in #143
• Adding min_axis function by @coreylowman in #144

Additional changes

• Simplifying implementation of BCE loss using binary_map by @coreylowman in #75
• Miscellaneous updates by @coreylowman in #76
• Added custom model example by @jafioti in #83
• add Debug and Display support for NpzError by @XBagon in #85
• Added nightly feature by @jafioti in #89
• Added 2d broadcast_first functions and 3d linear forward by @jafioti in #94
• #55 reshape, and #87 additional work on nightly feature by @coreylowman in #90
• #69 adding map_df_uses_fx by @coreylowman in #105
• Fixed a misleading docstring. by @M1ngXU in #109
• Fix Issue #110 Fix (Dropout (test) for non-positive values) by @M1ngXU in #113
• Issue #96 by @M1ngXU in #118

New Contributors

• @jafioti made their first contribution in #83
• @XBagon made their first contribution in #85
• @yerke made their first contribution in #73
• @M1ngXU made their first contribution in #109
• @vikigenius made their first contribution in #140

Full Changelog: v0.8.0...v0.9.0