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ITMO-NSS-team
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torch_DE_solver
Combines power of torch, numerical methods to conquer and solve ALL {O,P}DEs
https://torch-de-solver.readthedocs.io
BSD 3-Clause "New" or "Revised" License
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CSO optimizer and batch experiments
#45
Saitama32
opened
3 weeks ago
0
KAN refinement
#44
dimerf99
closed
2 days ago
1
NGD
#43
florentiner
closed
2 days ago
0
Mini batches
#42
florentiner
closed
1 month ago
0
KAN implementation in the TEDEouS
#41
dimerf99
closed
1 month ago
1
Ngd+experiments
#40
aminevdam
closed
3 months ago
0
PSO+interface refactoring.
#39
aminevdam
closed
7 months ago
0
Pso optimizer
#38
aminevdam
closed
7 months ago
1
Mixed precision
#37
nikiniki1
closed
10 months ago
0
mat_rework_inverse_mode
#36
aminevdam
closed
11 months ago
0
More advanced optimization module
#35
SuperSashka
closed
7 months ago
1
Normalized loss parameter swtich
#34
SuperSashka
closed
1 year ago
1
Fix memory overflow and Expand model validation
#33
6Naci
closed
1 year ago
1
Adaptive lambdas
#32
nikiniki1
closed
1 year ago
1
Add PINN mode
#31
SuperSashka
opened
1 year ago
2
Fourier layers and casuality
#30
aminevdam
closed
1 year ago
0
Py pi action
#29
SuperSashka
closed
1 year ago
0
Rework of 'mat' method
#28
SuperSashka
closed
11 months ago
1
Computation simplification with precision reduction
#27
SuperSashka
opened
1 year ago
2
Spectral derivative research
#26
SuperSashka
opened
1 year ago
0
Lazy computation mode
#25
SuperSashka
opened
1 year ago
2
Rewrite numerical differentiation
#24
SuperSashka
closed
1 year ago
2
New layers and adaptive lambdas
#23
SuperSashka
closed
1 year ago
2
Docs
#22
nikiniki1
closed
1 year ago
1
Refactoring+GPU available+periodic (mat)
#21
aminevdom
closed
1 year ago
0
Docs
#20
nikiniki1
closed
1 year ago
0
Productivity increasing
#19
aminevdom
closed
1 year ago
0
examples for paper and small fix in metrics
#18
aminevdom
closed
1 year ago
0
example_weak_schrodinger fix
#17
aminevdom
closed
1 year ago
0
Weak_form for O/P differential equation/sytem.
#16
aminevdom
closed
1 year ago
0
Variant extension for mode='autograd'
#15
6Naci
closed
2 years ago
0
New figures output + clear log messages
#14
SuperSashka
closed
2 years ago
0
Example_Lotka_Volterra
#13
aminevdom
closed
2 years ago
0
OOP and periodic BC
#12
aminevdom
closed
2 years ago
1
Boundary conditions
#11
nikiniki1
closed
2 years ago
1
System solution
#10
aminevdom
closed
2 years ago
0
Config unification correction
#9
SuperSashka
closed
2 years ago
0
Config class
#8
SuperSashka
closed
2 years ago
0
Periodic boundary condition
#7
nikiniki1
closed
2 years ago
0
Autograd + expamles revisiting
#6
SuperSashka
closed
2 years ago
0
Examples revisiting
#5
SuperSashka
closed
2 years ago
1
Config rewrite
#4
SuperSashka
closed
2 years ago
0
Add files via upload
#3
nikiniki1
closed
2 years ago
3
Paper examples
#2
SuperSashka
closed
2 years ago
0
Code style fix
#1
nicl-nno
closed
3 years ago
1