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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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Adding the option to use a learning rate schedule during training.
#223
dreivmeister
opened
1 month ago
0
APTx Function: Default value of gamma should be 0.5 when trainable=False
#222
mr-ravin
closed
1 month ago
1
Added a functionality to take predefined tqdm loops as input to solver.fit()
#221
Lakshay-13
opened
2 months ago
0
Access to the differential equations of the system.
#220
HuynhTran0301
opened
3 months ago
0
Could we implement the differential equations in symbolic format?
#219
HuynhTran0301
opened
3 months ago
3
docs: Update advanced.ipynb - removing deprecated alias
#218
jdelpiano
closed
7 months ago
0
docs: add `_BundleConditionMixin` in documentation
#217
sathvikbhagavan
opened
7 months ago
1
Added Latin Hypercube sampling
#216
Lakshay-13
closed
3 months ago
1
Add version variable for the library
#215
Lakshay-13
closed
7 months ago
0
APTx activation function
#214
pasq-cat
closed
3 months ago
0
chebyshev_uniform for Generator1D
#213
samuelperezdi
opened
7 months ago
0
refactor: load eq_param_index of BundleSolvers correctly
#212
sathvikbhagavan
opened
8 months ago
1
Missing eq_param_index when loading BundleSolution
#211
ptflores1
opened
8 months ago
4
ci: setup GHA workflow
#210
sathvikbhagavan
closed
8 months ago
2
Use OrderedSet instead of set for parameters in the optimizer as the order is not fixed in sets
#209
sathvikbhagavan
closed
9 months ago
0
Solving system of PDEs/ODEs
#208
ni-sha-c
opened
11 months ago
1
Improve Docs
#207
sathvikbhagavan
opened
11 months ago
0
docs(README): improve it by making it more copy-pasteable
#206
sathvikbhagavan
opened
1 year ago
1
Support for different GPU device
#205
sathvikbhagavan
closed
10 months ago
1
Updated code to enable saving of bundle solver
#204
Lakshay-13
closed
7 months ago
0
Bundle Solution for PDEs
#203
oruen321
opened
1 year ago
0
Stochastic Branch PR
#202
mingyipro
opened
1 year ago
0
Parametric system of ODEs
#201
FacuRoffet99
opened
1 year ago
1
Problems :return inspect.signature(optimizer.step).parameters.get('closure').default == inspect._empty AttributeError: 'NoneType' object has no attribute 'default'
#200
LeonShe
closed
1 year ago
2
Allow best_nets and lowest_loss with training loss
#198
shuheng-liu
closed
1 year ago
0
Allow best_nets and lowest_loss without validation
#197
shuheng-liu
closed
1 year ago
0
fitting a variable in a system of ODE as a function of time
#196
pabloacera
closed
1 year ago
4
Save Load Custom Classes inheriting solvers
#195
sathvikbhagavan
closed
1 year ago
2
build(deps): bump werkzeug from 2.2.2 to 2.2.3
#194
dependabot[bot]
opened
1 year ago
0
V0.7.0
#193
shuheng-liu
closed
1 year ago
0
BundleSolver setup too restrictive
#192
shuheng-liu
closed
1 year ago
1
build(deps): bump wheel from 0.36.2 to 0.38.1
#191
dependabot[bot]
opened
1 year ago
0
Universal Solvers
#190
sathvikbhagavan
opened
1 year ago
0
Add tests for solver_utils
#189
sathvikbhagavan
opened
1 year ago
0
Update `solver_utils.py` to account for change of keyword `criterion` to `loss_fn`
#186
sathvikbhagavan
closed
1 year ago
0
build(deps): bump certifi from 2022.9.24 to 2022.12.7
#185
dependabot[bot]
opened
1 year ago
0
V0.6.1
#184
shuheng-liu
closed
1 year ago
0
build(deps): bump pillow from 9.2.0 to 9.3.0
#183
dependabot[bot]
closed
1 year ago
0
Release V0.6.0
#182
shuheng-liu
closed
1 year ago
0
build(deps): bump protobuf from 4.21.4 to 4.21.6
#181
dependabot[bot]
closed
1 year ago
0
build(deps): bump oauthlib from 3.2.0 to 3.2.1
#180
dependabot[bot]
closed
1 year ago
1
Universal Solver
#179
sathvikbhagavan
closed
1 year ago
1
V0.6.0
#178
shuheng-liu
closed
1 year ago
0
Nonzero Dirichlet boundary conditions
#177
ma-sadeghi
closed
9 months ago
8
Neumann boundary conditions
#176
ma-sadeghi
opened
2 years ago
0
Publish `neurodiffeq` on `conda-forge`?
#175
ma-sadeghi
opened
2 years ago
0
build(deps): bump mistune from 0.8.4 to 2.0.3
#174
dependabot[bot]
closed
2 years ago
0
build(deps): bump numpy from 1.20.3 to 1.22.0
#173
dependabot[bot]
closed
2 years ago
1
build(deps): bump notebook from 6.4.7 to 6.4.12
#172
dependabot[bot]
closed
2 years ago
1
Added analytical solver
#171
vishalbalaji-v
closed
2 years ago
0
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