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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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Replace uses of `jnp.array` in types with `jnp.ndarray`.
#506
copybara-service[bot]
closed
1 year ago
0
LevenbergMarquardt do not seems to work with non-flat input.
#505
bolducke
opened
1 year ago
2
support scalar output in lm
#504
amir-saadat
closed
1 year ago
3
jittable verbose=True
#503
amir-saadat
closed
1 year ago
3
fix_optax_wrapper
#502
vroulet
closed
1 year ago
1
Fix typo in bisection doc.
#501
mblondel
closed
1 year ago
0
Release v0.8.
#500
mblondel
closed
1 year ago
0
Add usage examples for the documentations
#499
amir-saadat
opened
1 year ago
4
fix has_aux bug in gauss_newton
#498
amir-saadat
closed
1 year ago
7
[JAX] Replace uses of `jnp.array` in types with `jnp.ndarray`.
#497
copybara-service[bot]
closed
1 year ago
0
Document solver attributes
#496
mblondel
opened
1 year ago
0
support qr factorization in lm
#495
amir-saadat
closed
1 year ago
11
Attempt to fix scipy wrappers to jit or vmap
#494
vroulet
closed
1 year ago
0
Fixing issue #492
#493
vroulet
closed
1 year ago
0
LBFGSB produces NaN for certain conditions
#492
jjyyxx
closed
1 year ago
1
Using `vmap` for root finding with a vector of parameters
#491
Justin-Tan
opened
1 year ago
8
Improvements to the resnet cifar10 example
#490
fabianp
closed
1 year ago
0
Better layout for notebook gallery
#489
fabianp
closed
1 year ago
4
drop markdown for notebook examples?
#488
fabianp
opened
1 year ago
2
lineax linear operators
#485
quattro
closed
1 year ago
0
Use linesearch API in GradientDescent and ArmijoSGD
#483
mblondel
opened
1 year ago
0
Let lbfgs handle zero history size
#482
vroulet
closed
1 year ago
0
Support for complex parameter optimization - Nonlinear Conjugate Gradient
#481
geggo
closed
1 year ago
3
support for scalar variables
#480
mblondel
opened
1 year ago
0
Adding tests in python 3.11, fixing typing extension issue
#479
vroulet
closed
1 year ago
0
Add typing-extensions dependency to pip package
#476
Atomotron
closed
1 year ago
2
Fixed handling of pytrees in lbfgs
#475
vroulet
closed
1 year ago
1
second-order derivatives with implicit diff
#474
SNMS95
opened
1 year ago
2
Fixed bug 409 due to bad handling of NaN values in zoom linesearch
#473
vroulet
closed
1 year ago
1
document that lower and upper bounds in Bisection need stop_gradient for differentiation
#472
h3jia
opened
1 year ago
7
Fixed Broyden line search and tests
#471
zaccharieramzi
closed
1 year ago
0
Constrained optimization using `projection_polyhedron` claims the polyhedron is empty when it is not.
#469
ghost
opened
1 year ago
1
Support for complex parameter optimization
#468
geggo
closed
1 year ago
17
LBFGSB Bounds error
#467
lttatiana
closed
1 year ago
5
Debugging vanishing gradients in implicit fix-point differentiation
#466
alessandrosimon
closed
1 year ago
3
Fix zoom to handle first trial infinite or NaN
#465
vroulet
closed
1 year ago
0
Fix lbfgsb grad when bounds are specified
#464
phinate
closed
1 year ago
1
LBFGSB raises TypeError: got an unexpected keyword argument 'bounds' when being differentiated
#463
phinate
closed
1 year ago
2
BlockCD does not support non-jitted functions
#462
zaccharieramzi
opened
1 year ago
0
Fix bug in the change of linesearch API
#461
copybara-service[bot]
closed
1 year ago
1
Add Alternating Projections retraction
#460
Algue-Rythme
opened
1 year ago
0
Allow custom line-search methods in (LBFGS, LBFGSB and nonlinear-cg)
#459
copybara-service[bot]
closed
1 year ago
0
Ensure weak-type consistency.
#458
mblondel
closed
1 year ago
0
Add interpolation explanations for Polyak/Armijo API doc
#457
Algue-Rythme
closed
1 year ago
0
Add support for has_aux in AndersonAcceleration
#456
Algue-Rythme
closed
1 year ago
1
Extend convenience API for QP + doc
#455
Algue-Rythme
closed
1 year ago
0
Custom solver public API
#454
mblondel
opened
1 year ago
0
Added Broyden in common tests + took into account LS fail
#453
zaccharieramzi
closed
1 year ago
4
Adding num function/grad/prox/ls eval in solvers
#452
zaccharieramzi
closed
1 year ago
10
weak_type inconsistency causes jit recompilation
#451
mblondel
closed
1 year ago
4
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