SciML/PSOGPU.jl issues and pull requests

#48 - PSOGPU doesn't work with `mutable struct NonlinearProblem`

Issue - State: open - Opened by utkarsh530 29 days ago - 1 comment

#47 - ci: standardise workflows using SciML's reusable workflows

Pull Request - State: open - Opened by thazhemadam 7 months ago

#46 - Expose an API for the PSO kernel itself?

Issue - State: open - Opened by ChrisRackauckas 7 months ago

#45 - Start towards caching and perf optimizations

Pull Request - State: closed - Opened by utkarsh530 9 months ago - 2 comments

#44 - [WIP] Add more benchmarks

Pull Request - State: closed - Opened by utkarsh530 10 months ago - 4 comments

#43 - Update solvers to run CPUs as well

Pull Request - State: closed - Opened by utkarsh530 10 months ago

#42 - Fix queue lock algorithm for `ParallelPSOKernel`

Pull Request - State: closed - Opened by utkarsh530 10 months ago

#41 - [WIP] Add paramestim with hybrid

Pull Request - State: open - Opened by Vaibhavdixit02 10 months ago

#40 - [WIP] Add benchmark scripts

Pull Request - State: closed - Opened by utkarsh530 10 months ago - 4 comments

#39 - Update ParallelSyncPSO to use Shared Memory

Pull Request - State: closed - Opened by utkarsh530 10 months ago - 2 comments

#38 - Update Hybrid API and misc cleanups

Pull Request - State: closed - Opened by utkarsh530 10 months ago

#37 - ParallelPSOKernel: Do proper locking

Pull Request - State: closed - Opened by jpsamaroo 10 months ago
Labels: bug

#36 - Append solve time in solution interface

Pull Request - State: closed - Opened by utkarsh530 10 months ago

#35 - lbfgs

Pull Request - State: closed - Opened by Vaibhavdixit02 11 months ago - 1 comment

#34 - Towards cleaner and modular internals in the code

Pull Request - State: closed - Opened by utkarsh530 11 months ago

#33 - Use penalty method for constrained optimization

Pull Request - State: closed - Opened by Vaibhavdixit02 12 months ago

#32 - Test GPU failure on CI

Pull Request - State: closed - Opened by Vaibhavdixit02 12 months ago

#31 - [WIP] Improve API for parameter estimation

Pull Request - State: open - Opened by Vaibhavdixit02 12 months ago

#30 - Add more ODE benchmarks

Pull Request - State: open - Opened by Vaibhavdixit02 12 months ago

#29 - Change name before registration?

Issue - State: open - Opened by Vaibhavdixit02 almost 1 year ago - 2 comments

#28 - Switch to KernelAbstractions

Pull Request - State: closed - Opened by jpsamaroo almost 1 year ago - 4 comments

#27 - Try PINN example

Pull Request - State: open - Opened by Vaibhavdixit02 about 1 year ago - 3 comments

#26 - Initialize unify and use LHS

Pull Request - State: closed - Opened by Vaibhavdixit02 about 1 year ago - 2 comments

#25 - Another implementation which migrates Static Arrays to Matrices for high dimensional parameter estimation problems

Issue - State: open - Opened by utkarsh530 about 1 year ago

#24 - Fix GPU parallelization

Pull Request - State: closed - Opened by utkarsh530 about 1 year ago

#23 - Add basic iris NN example

Pull Request - State: closed - Opened by Vaibhavdixit02 about 1 year ago

#22 - Benchmarks?

Issue - State: open - Opened by utkarsh530 about 1 year ago - 2 comments

#21 - Investigate better initialization strategies for higher dimensional problems

Issue - State: open - Opened by utkarsh530 about 1 year ago - 2 comments

#20 - Parallel initialization of particles

Issue - State: open - Opened by utkarsh530 about 1 year ago

#19 - Add examples for ODE parameter estimation

Pull Request - State: closed - Opened by utkarsh530 about 1 year ago

#18 - Add parallel ODE parameter estimation with PSO

Pull Request - State: closed - Opened by utkarsh530 about 1 year ago

#17 - Start implementation of sync PSO on GPU

Pull Request - State: closed - Opened by utkarsh530 about 1 year ago - 4 comments

#16 - steal (borrow) ideas from optim feature requests

Issue - State: open - Opened by Vaibhavdixit02 about 1 year ago

#15 - Adaptive PSO

Issue - State: open - Opened by Vaibhavdixit02 about 1 year ago

#14 - add temp neural ode example

Pull Request - State: closed - Opened by Vaibhavdixit02 about 1 year ago

#13 - Explore quasi-monte carlo initialization

Issue - State: closed - Opened by Vaibhavdixit02 about 1 year ago

#12 - [WIP] Basic non-bounded case initialization

Pull Request - State: closed - Opened by Vaibhavdixit02 about 1 year ago - 3 comments

#12 - [WIP] Basic non-bounded case initialization

Pull Request - State: closed - Opened by Vaibhavdixit02 about 1 year ago - 3 comments

#11 - Implement initialization of particles when upper and lower bounds are not given

Issue - State: closed - Opened by utkarsh530 about 1 year ago - 1 comment

#11 - Implement initialization of particles when upper and lower bounds are not given

Issue - State: closed - Opened by utkarsh530 about 1 year ago - 1 comment

#10 - Use extensions for different backends

Issue - State: closed - Opened by utkarsh530 about 1 year ago - 1 comment

#9 - [WIP]Some restructuring and API changes

Pull Request - State: closed - Opened by Vaibhavdixit02 about 1 year ago - 1 comment

#9 - [WIP]Some restructuring and API changes

Pull Request - State: closed - Opened by Vaibhavdixit02 about 1 year ago - 1 comment

#8 - Add asynchronous particle swarm algorithm

Pull Request - State: closed - Opened by utkarsh530 about 1 year ago - 1 comment