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)