v0.3.6

TinyMachines v0.3.6

Diff since v0.3.4

Merged pull requests:

• Bump actions/checkout from 4 to 5 (#16) (@dependabot[bot])

Closed issues:

• prelu (#15)
• v0.3.5 (#17)
• new release (#18)

v0.3.4

TinyMachines v0.3.4

Diff since v0.3.3

• PReLU improved compile speed.
• Cleanup code.

v0.3.3

TinyMachines v0.3.3

Diff since v0.3.2

• PReLU improved compile speed.

v0.3.2

TinyMachines v0.3.2

Diff since v0.3.1

• Cleanup, more efficient code.
• ESPNet: ConvPReLU returned.

v0.3.1

TinyMachines v0.3.1

Diff since v0.2.0

• Fix sigmoid output activation.

Closed issues:

• TagBot trigger issue (#7)
• Release v0.3.3 (#8)

v0.3.0

TinyMachines v0.3.0

Diff since v0.2.0

Breaking changes

• MobileUNet: Recursions eliminated from irblocks.
• ESPNet: ConvPReLU replaced by leakyrelu due to long compilation time.
• ESPNet: Recursions eliminated from ESP blocks (faster compilation).
• ESPNet: Simplified esp blocks.
• Created model constructors: unet5, unet4, mobileunet, espnet.
• Models with preferred hyperparameters and output activations are now built from constructors.
• Updated documentation.

Closed issues:

• TagBot trigger issue (#7)

v0.2.0

TinyMachines v0.2.0

Diff since v0.1.3

Breaking changes:

• ESPNet: ConvPReLU incorporated.

Changelog:

• MobileUNet: added activation argument, default to relu6.
• ConvPReLU: add and export new layer (PReLU implementation).
• ESPBlock: simplified.
• UNet4, UNet5, MobuleUNet: cleanup.
• Convolutions: cleanup.
• Tests: cleanup.
• Add single epoch tests for all models.

v0.1.3

TinyMachines v0.1.3

Diff since v0.1.2

v0.1.2

TinyMachines v0.1.2

Diff since v0.1.1

Closed issues:

• Package registration (#4)

v0.1.1

TinyMachines v0.1.1

Merged pull requests:

• Bump julia-actions/setup-julia from 1 to 2 (#1) (@dependabot[bot])
• Bump julia-actions/cache from 1 to 2 (#2) (@dependabot[bot])