v0.5.0

Sophon v0.5.0

Diff since v0.4.4

Merged pull requests:

• remove PINO code (#230) (@YichengDWu)
• Bump actions/checkout from 3 to 4 (#233) (@dependabot[bot])
• Update Project.toml (#237) (@YichengDWu)
• Fixed typos in documentation. (#239) (@GodotMisogi)
• remove ParameterSchedulers (#240) (@YichengDWu)
• Add @showprogress macro (#242) (@YichengDWu)
• CompatHelper: bump compat for GPUArrays to 9, (keep existing compat) (#243) (@github-actions[bot])
• CompatHelper: bump compat for Optimisers to 0.3, (keep existing compat) (#245) (@github-actions[bot])
• CompatHelper: bump compat for CUDA to 5, (keep existing compat) (#246) (@github-actions[bot])
• CompatHelper: bump compat for DomainSets to 0.7, (keep existing compat) (#247) (@github-actions[bot])
• CompatHelper: bump compat for NNlib to 0.9, (keep existing compat) (#248) (@github-actions[bot])
• fix @showprogress (#249) (@YichengDWu)
• fix @showprogress (#250) (@YichengDWu)
• Bump compat for SciMLBase, NNlib, CUDA (#251) (@YichengDWu)
• update to Lux new interfave (#252) (@YichengDWu)

Closed issues:

• Question about SIRENS (#193)
• Can't reproduce ODE Tutorial: FullyConnected does not work (#217)
• Using Sophon with custom Layers (#229)
• add @showprogress for logging (#241)

v0.4.4

Sophon v0.4.4

Diff since v0.4.3

Closed issues:

• Rename residual_function_n? (#224)

Merged pull requests:

• Fix error due to change in Lux.BranchLayer (#218) (@pnavaro)
• bump Lux to 0.5 (#219) (@YichengDWu)
• Update make.jl (#223) (@YichengDWu)
• CompatHelper: bump compat for StatsBase to 0.34, (keep existing compat) (#225) (@github-actions[bot])
• CompatHelper: bump compat for QuasiMonteCarlo to 0.3, (keep existing compat) (#226) (@github-actions[bot])

v0.4.3

Sophon v0.4.3

Diff since v0.4.2

Merged pull requests:

• Fix running on GPU (#212) (@YichengDWu)

v0.4.2

Sophon v0.4.2

Diff since v0.4.1

Merged pull requests:

• Binding taylordiff to Sophon (#210) (@YichengDWu)
• Allow hybrid derivative (#211) (@YichengDWu)

v0.4.1

Sophon v0.4.1

Diff since v0.4.0

Closed issues:

• More constructors of BACON (#121)

Merged pull requests:

• Bump codecov/codecov-action from 2 to 3 (#205) (@dependabot[bot])
• Parse functionals (#207) (@YichengDWu)
• Taylordiff Extension (#208) (@YichengDWu)
• Enable TaylorDiff (#209) (@YichengDWu)

v0.4.0

What's Changed

• Update sod.md by @YichengDWu in #203
• simplify parsing with macrotools by @YichengDWu in #204

Full Changelog: v0.3.13...v0.4.0

v0.3.13

What's Changed

• Fix mixed derivative. by @YichengDWu in #199
• Example on adaptive weights by @YichengDWu in #200
• Self-scalable tanh by @YichengDWu in #201
• Add Betasampler by @YichengDWu in #202

Full Changelog: v0.3.12...v0.3.13

v0.3.12

What's Changed

• Update README.md by @YichengDWu in #196
• Simplify parsing by @YichengDWu in #197
• CompatHelper: bump compat for Symbolics to 5, (keep existing compat) by @github-actions in #187

Full Changelog: v0.3.11...v0.3.12

v0.3.11

Sophon v0.3.11

Diff since v0.3.10

Merged pull requests:

• Fix examples (#194) (@YichengDWu)
• Handle the case where x is the right hand side (#195) (@YichengDWu)

v0.3.10

Sophon v0.3.10

Diff since v0.3.9

Merged pull requests:

• Add a convenient ResNet constructor (#190) (@YichengDWu)
• sync (#191) (@YichengDWu)
• Disable fast activation conversion for the sake of accuracy (#192) (@YichengDWu)