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NeuroDiffGym
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neurodiffeq
A library for solving differential equations using neural networks based on PyTorch, used by multiple research groups around the world, including at Harvard IACS.
http://pypi.org/project/neurodiffeq/
MIT License
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V0.2.0
#65
shuheng-liu
closed
4 years ago
0
Solving ODEs - Skipping correct reparametrization
#64
hargun3045
closed
4 years ago
1
Unifying shapes of tensors throughout the library
#63
shuheng-liu
closed
4 years ago
1
Add test cases and docstrings for Resnet and MonomialNN
#62
shuheng-liu
closed
4 years ago
0
Implement a Resnet and a MonomialNN
#61
shuheng-liu
closed
4 years ago
0
Repackage
#60
shuheng-liu
closed
4 years ago
0
Fix all build failures
#59
shuheng-liu
closed
4 years ago
0
Main causes of test failures found
#58
shuheng-liu
closed
4 years ago
1
Memory Leak & other stuff
#57
shuheng-liu
closed
4 years ago
0
Topic early stopping
#56
shuheng-liu
closed
4 years ago
0
Tidying up codes in spherical coordinates
#55
shuheng-liu
closed
4 years ago
0
Enhance the diff operator; partial support for cylindrical coordinates
#54
shuheng-liu
closed
4 years ago
0
Coupled PDEs
#53
katayooneshkofti
closed
3 years ago
21
Solution diverges for simple 2nd-order linear ODE
#52
shuheng-liu
closed
4 years ago
1
Nonlinear ODE Solving?
#51
mrtgocer
closed
3 years ago
30
Various feature enhancements and bug fixes in spherical coordinates
#50
shuheng-liu
closed
4 years ago
0
Temporal
#49
feiyu-chen96
closed
4 years ago
0
Solving N dimensional equations
#48
devanshkv
closed
3 years ago
1
colobars drawn by `pde.Monitor2D` and `temporal.Monitor2DSpatialTemporal`
#47
feiyu-chen96
closed
3 years ago
0
Get things working with spherical harmonics
#46
shuheng-liu
closed
4 years ago
0
fixed a bug that could cause an error when input and output are differently shaped,
#45
shuheng-liu
closed
4 years ago
0
Potential bug in the differential operator `diff`
#44
shuheng-liu
closed
4 years ago
3
Tests are taking too long
#43
feiyu-chen96
closed
3 years ago
3
Spherical harmonics
#42
shuheng-liu
closed
4 years ago
0
Chebyshev Interpolation
#41
dsondak
closed
3 years ago
1
Tidiness
#40
feiyu-chen96
opened
4 years ago
0
Complex boundary
#39
feiyu-chen96
closed
4 years ago
0
Docs
#38
feiyu-chen96
closed
4 years ago
0
Track metrics
#37
feiyu-chen96
closed
4 years ago
1
less code duplication
#36
feiyu-chen96
closed
4 years ago
0
allow tracking custom metrics
#35
feiyu-chen96
closed
4 years ago
0
Custom loss
#34
feiyu-chen96
closed
4 years ago
1
Optional single net
#33
feiyu-chen96
closed
4 years ago
1
Optional single net
#32
feiyu-chen96
closed
4 years ago
1
IBVP2D for PDEs
#31
devanshkv
opened
4 years ago
1
make xy_min and xy_max argument optional in pde.solve2D_system and pde.solve2D
#30
feiyu-chen96
closed
4 years ago
0
custom loss function
#29
feiyu-chen96
closed
4 years ago
0
use contour plot for Monitor2D
#28
feiyu-chen96
closed
4 years ago
0
an easy way to save and load solutions
#27
feiyu-chen96
closed
4 years ago
1
when there is singularity inside the domain
#26
feiyu-chen96
opened
4 years ago
0
fix random seed for the test
#25
feiyu-chen96
closed
4 years ago
0
About the temporal dimension
#24
feiyu-chen96
opened
4 years ago
0
boundary conditions with complex shape
#23
feiyu-chen96
opened
4 years ago
0
added logging
#22
devanshkv
opened
4 years ago
0
PDEs with 3 spatial dimension
#21
feiyu-chen96
closed
3 years ago
0
pde module is slow
#20
feiyu-chen96
opened
4 years ago
0
fixed the bug when calling torch.randint in ExampleGeneratorSpherical
#19
shuheng-liu
closed
4 years ago
0
Added GPU support
#18
shuheng-liu
closed
4 years ago
0
Spherical PDE Enhancement (viz of solution added)
#17
shuheng-liu
closed
4 years ago
0
increased tolerance margin and max_epochs for Poisson test
#16
shuheng-liu
closed
4 years ago
1
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