v0.3.2

NeuralOperators v0.3.2

Diff since v0.3.1

Closed issues:

• Implement Graph Neural Operator (GNO) (#53)
• Compare FluxTraining and Flux.train! (#61)

Merged pull requests:

• Implement Graph Neural Operator (GNO) (#54) (@yuehhua)
• Add reference page (#55) (@yuehhua)
• Implement l2 loss (#56) (@foldfelis)
• Revise training process (#57) (@foldfelis)
• Update comp (#60) (@foldfelis)

v0.3.1

NeuralOperators v0.3.1

Diff since v0.3.0

Closed issues:

• Burgers example for DeepONet is not working (#49)

Merged pull requests:

• Fix DeepONet for CUDA (#52) (@yuehhua)

v0.3.0

NeuralOperators v0.3.0

Diff since v0.2.0

Closed issues:

• Separate out spectral transforms from operators for easy switching (#40)

Merged pull requests:

• Update compat (#44) (@foldfelis)
• Improving Type Inference on DeepONet (#45) (@Abhishek-1Bhatt)
• Separate out transforms from OperatorKernels (#46) (@foldfelis)
• Fix broken link for notebooks (#48) (@foldfelis)

v0.2.0

NeuralOperators v0.2.0

Diff since v0.1.5

Closed issues:

• Tullio is type unstable (#28)
• Plan to merge three similar packages (#36)
• Porting support for DeepONets from OperatorLearning.jl (#37)

Merged pull requests:

• Add julia version upper bound for CI (#27) (@yuehhua)
• Some fix (#33) (@yuehhua)
• Update links for transferred project (#38) (@foldfelis)
• Deeponet (#39) (@Abhishek-1Bhatt)

v0.1.5

NeuralOperators v0.1.5

Diff since v0.1.4

Merged pull requests:

• implement example for super resolution with MNO (#24) (@foldfelis)

v0.1.4

NeuralOperators v0.1.4

Diff since v0.1.3

v0.1.3

NeuralOperators v0.1.3

Diff since v0.1.2

Merged pull requests:

• add double pendulum example and the docs (#23) (@foldfelis)

v0.1.2

NeuralOperators v0.1.2

Diff since v0.1.1

Merged pull requests:

• permute weight dim to improve performance (#22) (@foldfelis)

v0.1.1

NeuralOperators v0.1.1

Diff since v0.1.0

Closed issues:

• Implementation of Markov Neural Operators (#15)

Merged pull requests:

• Double Pendulum example (#17) (@foldfelis)
• Doc (#21) (@foldfelis)

v0.1.0

NeuralOperators v0.1.0

Closed issues:

• Migrate fourier_1d.py to julia (#1)

Merged pull requests:

• Implement 1-D Fourier Neural Operator (#2) (@foldfelis)
• seal complex type between fft and ifft (#4) (@foldfelis)
• Refactor (#5) (@foldfelis)
• Example for Burger's equation (#6) (@foldfelis)
• support GPU (#7) (@foldfelis)
• Refactor (#8) (@foldfelis)
• extend SpectralConv to n-dim (#10) (@foldfelis)
• make padding type stable (#11) (@foldfelis)
• Doc (#12) (@foldfelis)
• Improve documentation and README (#13) (@yuehhua)
• Refactor SpectralConv (#14) (@yuehhua)
• Fix functor bug and build project for Burgers' equation (#16) (@foldfelis)