Releases: SciML/NeuralPDE.jl
Releases · SciML/NeuralPDE.jl
v2.3.0
NeuralPDE v2.3.0
Merged pull requests:
- CompatHelper: bump compat for "Optim" to "1.0" (#142) (@github-actions[bot])
- CompatHelper: bump compat for "GalacticOptim" to "0.2" (#143) (@github-actions[bot])
- seed tests (#144) (@ChrisRackauckas)
v2.2.0
NeuralPDE v2.2.0
Merged pull requests:
- Generalize parser and add access to the inner functions (#133) (@KirillZubov)
- Stochastic Loss Function PINNS (#135) (@KirillZubov)
- Support gpu (#137) (@KirillZubov)
v2.1.0
NeuralPDE v2.1.0
Closed issues:
Merged pull requests:
- Slight refactoring of PINNs (#130) (@KirillZubov)
- add PINNs examples in docs (#132) (@KirillZubov)
v2.0.0
NeuralPDE v2.0.0
Closed issues:
- Kolmogorov equations through neural nets (#22)
- Optimal stopping problems through neural networks (#23)
- Deep primal-dual method for semilinear PDEs (#26)
- General PDE solving with NNs (#53)
- Run solve on vectors in NNODE_tests.jl (#80)
- Make a real documentation (#85)
- Rename? (#117)
Merged pull requests:
- General PDE solving with NNs (#69) (@KirillZubov)
- Initialised RODE from the beginning according to new changes in ODE solver. (#75) (@ashutosh-b-b)
- Add Primal-Dual Algorithm for BSDEs (#96) (@ashutosh-b-b)
- CompatHelper: bump compat for "Optim" to "0.22" (#104) (@github-actions[bot])
- Revert "General PDE solving with NNs" (#105) (@ChrisRackauckas)
- General PDE solving with NNs fix revert (#106) (@KirillZubov)
- Documentation for Optimal Stopping Time (#107) (@ashutosh-b-b)
- documentation for PINNs solver (#108) (@KirillZubov)
- [WIP] Adding Docstrings to the code. (#109) (@ashutosh-b-b)
- CompatHelper: bump compat for "Flux" to "0.11" (#110) (@github-actions[bot])
- Add Upper and Lower Bounds for the NNPDENS. (#111) (@ashutosh-b-b)
- CompatHelper: add new compat entry for "DiffEqNoiseProcess" at version "5.1" (#114) (@github-actions[bot])
- PINNs solver, high-order numerical derivative (#115) (@KirillZubov)
- [WIP] Add tutorial for NNRODE and finish remaining docstrings. (#116) (@ashutosh-b-b)
- system of pde (#119) (@KirillZubov)
- Create Documentation.yml (#120) (@kanav99)
- Rename the package to NeuralPDE.jl (#121) (@ChrisRackauckas)
- improve boundary condition (#124) (@KirillZubov)
v1.6.0
NeuralNetDiffEq v1.6.0
Closed issues:
- Learning Symbolic Physics with Graph Networks (#45)
- Method error (#88)
- Failed to precompile Zygote (#91)
Merged pull requests:
- Add trajectories to Kolmogorov Solver and fix bugs. (#93) (@ashutosh-b-b)
- CompatHelper: bump compat for "Adapt" to "2.0" (#94) (@github-actions[bot])
- Increase trajectories and iterations to stopping_test.jl (#95) (@ashutosh-b-b)
- Add GPU support Kolmogorov Solver (#97) (@ashutosh-b-b)
- CompatHelper: add new compat entry for "CuArrays" at version "2.2" (#98) (@github-actions[bot])
- Set up GitLab CI (#99) (@christopher-dG)
- CompatHelper: bump compat for "Zygote" to "0.5" (#101) (@github-actions[bot])
v1.5.0
NeuralNetDiffEq v1.5.0
Merged pull requests:
- Intitialised Kolmogorov Equations (#61) (@ashutosh-b-b)
- Added Documentation for the Kolmogorov PDE in readme. (#62) (@ashutosh-b-b)
- CompatHelper: add new compat entry for "Adapt" at version "1.0" (#72) (@github-actions[bot])
- Added SDEProblem to Kolmogorov Solver. (#76) (@ashutosh-b-b)
- CompatHelper: add new compat entry for "Distributions" at version "0.23" (#78) (@github-actions[bot])
- Added noise_rate_prototype for Non Diagonal Noise. (#79) (@ashutosh-b-b)
- Revert 3babce713d7… (#81) (@ChrisRackauckas)
- Improving the error message for DimensionMismatch (#82) (@ashutosh-b-b)
- CompatHelper: bump compat for "Optim" to "0.21" (#83) (@github-actions[bot])
- Initialising the Optimal Stopping Time Problem (#84) (@ashutosh-b-b)
- convert the README to a Documenter documentation (#86) (@TeAmP0is0N)
v1.4.0
NeuralNetDiffEq v1.4.0
Merged pull requests:
- initial parameter choices and GPU compatibility (#70) (@ChrisRackauckas)
- CompatHelper: add new compat entry for "Adapt" at version "1.0" (#72) (@github-actions[bot])
v1.3.0
NeuralNetDiffEq v1.3.0
Closed issues:
- Error while trying to run code from Readme (#63)
Merged pull requests:
- NNODE Forward Mode AD (#55) (@ChrisRackauckas)
- Install TagBot as a GitHub Action (#60) (@JuliaTagBot)
- CompatHelper: add new compat entry for "Optim" at version "0.20" (#64) (@github-actions[bot])
- CompatHelper: add new compat entry for "ForwardDiff" at version "0.10" (#65) (@github-actions[bot])
- CompatHelper: add new compat entry for "DiffEqFlux" at version "1.5" (#66) (@github-actions[bot])
- Update Project.toml (#67) (@ChrisRackauckas)
v1.2.0
v1.2.0 (2020-02-07)
Closed issues:
Merged pull requests:
- fix tests (#59) (KirillZubov)
- rename μ -> μ_f σ -> σ_f (#58) (KirillZubov)
- CompatHelper: add new compat entry for "Zygote" at version "0.4" (#51) (github-actions[bot])
- CompatHelper: add new compat entry for "Tracker" at version "0.2" (#50) (github-actions[bot])
- fix ode_solver (#48) (KirillZubov)
- update to the new Flux based on Zygote (#33) (KirillZubov)
v1.1.0
v1.1.0 (2019-12-14)
Closed issues:
- Tests sometimes fail (#41)
Merged pull requests:
- CompatHelper: bump compat for "DiffEqFlux" to "0.10" (#43) (github-actions[bot])