v0.5.1

NeuralOperators v0.5.1

Diff since v0.5.0

Merged pull requests:

• docs: add explanation to the FourierNeuralOperator tutorial (#43) (@asinghvi17)
• chore: bump crate-ci/typos from 1.24.6 to 1.25.0 (#45) (@dependabot[bot])
• docs: burgers equation example using deeponets (#46) (@avik-pal)

v0.5.0

NeuralOperators v0.5.0

Merged pull requests:

• Minor fixes (#4) (@ayushinav)
• Deeponet (#5) (@ayushinav)
• Improve code standards (#6) (@avik-pal)
• Inefficient matmul version of DeepONet (#8) (@avik-pal)
• standardization across LuxDL packages (#12) (@avik-pal)
• Bump crate-ci/typos from 1.23.1 to 1.23.2 (#14) (@dependabot[bot])
• Deeponet multi-output fix (#15) (@ayushinav)
• CompatHelper: bump compat for WeightInitializers to 1, (keep existing compat) (#18) (@github-actions[bot])
• Bump crate-ci/typos from 1.23.2 to 1.23.5 (#20) (@dependabot[bot])
• feat: update to newest versions (#21) (@avik-pal)
• chore: bump crate-ci/typos from 1.23.5 to 1.23.6 (#22) (@dependabot[bot])
• Structs for NeuralOperators (#23) (@ayushinav)
• fix: accidental public API change (#26) (@avik-pal)
• Feat : NOMAD (#27) (@ayushinav)
• chore: bump crate-ci/typos from 1.23.6 to 1.24.1 (#28) (@dependabot[bot])
• chore: bump crate-ci/typos from 1.24.1 to 1.24.3 (#32) (@dependabot[bot])

Closed issues:

• DeepONet error with high dim input (#7)
• DeepOnet Multiple output (#9)
• Make DeepONet and FourierNeuralOperator into structs (#16)