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jaxopt
Hardware accelerated, batchable and differentiable optimizers in JAX.
https://jaxopt.github.io
Apache License 2.0
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Fix missing `aux` in ArmijoSGD #329
#343
Algue-Rythme
closed
2 years ago
0
OSQP fails to solve feasible QP
#342
deasmhumhna
opened
2 years ago
7
Inscrutable custom VJP error
#339
NeilGirdhar
closed
2 years ago
1
Assertion error when trying to take jacobian of projected gradient solution using projection_polyhedron
#338
Basant1861
opened
2 years ago
1
FIX typo recommanded -> recommanded
#337
fabianp
closed
2 years ago
0
Add license notice to notebooks and remove author information
#336
fabianp
closed
1 year ago
1
Ways to address catastrophic oscillation
#335
NeilGirdhar
closed
2 years ago
0
Install jaxopt and flax so the example runs on colab
#334
fabianp
closed
2 years ago
0
Can you share an example of using `jaxopt` with `jax.pmap`?
#333
nasyxx
closed
2 years ago
3
Design suggestion for better type check of has-aux
#332
NeilGirdhar
opened
2 years ago
7
Notebook gallery should display example titles
#331
mblondel
opened
2 years ago
0
Release v0.5.5
#330
mblondel
closed
2 years ago
0
Issue with has_aux in ArmijoSGD
#329
adamian98
closed
2 years ago
2
Fix missing args,kwargs in resnet example
#328
Algue-Rythme
closed
2 years ago
0
Corrected the implicit diff examples
#327
zaccharieramzi
closed
2 years ago
2
`jaxopt.LBFGS` is 2x slower than `jax.scipy.optimize.minimize`
#326
zaccharieramzi
closed
2 years ago
3
revert skip lm unit test
#325
amir-saadat
closed
2 years ago
1
Specify for which class of problems ArmijoSGD and PolyakSGD are expected to converge
#324
fabianp
closed
1 year ago
2
Adding the possibility to stop LBFGS after a line search failure
#323
zaccharieramzi
closed
2 years ago
3
Add BFGS implementation.
#321
mblondel
closed
2 years ago
1
Added `gamma` to `LBFGSState`
#320
zaccharieramzi
closed
2 years ago
3
Developper setup in contributing guidelines
#319
zaccharieramzi
closed
2 years ago
5
Temporarily disable failing test in Levenberg-Marquardt.
#318
mblondel
closed
2 years ago
0
Remove QuadraticProgramming.
#317
mblondel
closed
2 years ago
2
Implement value_and_grad option.
#316
mblondel
closed
2 years ago
1
FIX: wrong link for open in colab
#315
fabianp
closed
2 years ago
1
GradientDescent linesearch parameters
#314
abhishek-ghose
opened
2 years ago
0
display MAML example on the gallery
#313
fabianp
closed
2 years ago
0
Addition of Fenchel-Young losses
#312
copybara-service[bot]
closed
2 years ago
0
Changing line to work with pytrees in IterativeRefinement
#311
FerranAlet
closed
2 years ago
5
remove $ from the prompt
#310
fabianp
closed
2 years ago
0
Should `solve_inv` be `solve_pinv` ?
#309
GeoffNN
opened
2 years ago
1
Fixing a small issue introduced in previous commit.
#308
copybara-service[bot]
closed
2 years ago
1
Updating LBFGS to correctly run in the same dtype as the inputs and function value dtypes.
#305
copybara-service[bot]
closed
2 years ago
1
Remove author information from notebooks
#304
fabianp
closed
2 years ago
3
JIT parameters with jaxopt.GradientDescent?
#303
velkyvont
closed
2 years ago
3
add sparse projection_sparse_simplex
#302
mblondel
closed
2 years ago
0
make an example on how to overwrite implicit differentiation solver
#301
fabianp
opened
2 years ago
0
Small optim in l2-regularized semi-dual.
#300
mblondel
closed
2 years ago
1
Use a tuple for marginals.
#299
copybara-service[bot]
closed
2 years ago
1
Add the function projection_sparse_simplex and the tests of it.
#298
liutianlin0121
closed
2 years ago
0
Prepare release 0.5.
#297
mblondel
closed
2 years ago
1
Use a tuple for marginals.
#296
mblondel
closed
2 years ago
2
Faster tests? [Don't merge]
#295
fabianp
closed
2 years ago
1
Non-negative conjugate gradient?
#294
erikfrey
closed
2 years ago
5
Add zoom linesearch to NonlinearCG.
#293
mblondel
closed
2 years ago
1
Use zoom linesearch by default in LBFGS.
#292
mblondel
closed
2 years ago
1
Fix to issue #290 : unused Jacobian
#291
Algue-Rythme
closed
2 years ago
0
Simple Broyden ScipyRootFinding errors?
#290
marius311
closed
2 years ago
2
Add callback mechanism to ScipyMinimize
#289
fabianp
closed
2 years ago
5
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