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JuliaDiff
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AbstractDifferentiation.jl
An abstract interface for automatic differentiation.
https://juliadiff.org/AbstractDifferentiation.jl/
MIT License
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Enzyme support
#85
mohamed82008
opened
1 year ago
13
Enzyme support
#84
mohamed82008
opened
1 year ago
2
`lazy_jacobian` is less generic than `pullback_function`
#83
gdalle
opened
1 year ago
0
ERROR: MethodError: no method matching ZygoteBackend()
#82
prbzrg
closed
1 year ago
1
Lazy Jacobian multiplication
#81
gdalle
closed
11 months ago
7
add `ForwardRuleConfigBackend` (to match `ReverseRuleConfigBackend`)
#80
gdalle
opened
1 year ago
7
enable dependabot for GitHub actions
#79
ranocha
closed
1 year ago
1
Only relative imports with Requires
#78
devmotion
closed
1 year ago
1
New Zygote context in every call to `AD.pullback_function`
#77
devmotion
closed
1 year ago
5
Don't persist Zygote backend cache
#76
ToucheSir
closed
1 year ago
2
Do not load StaticArrays in ForwardDiff backend
#75
devmotion
closed
1 year ago
2
Update Project.toml
#74
prbzrg
closed
1 year ago
1
LoadError: UndefVarError: StaticArrays not defined
#73
prbzrg
closed
1 year ago
2
Replace Requires.jl with conditional dependencies for Julia 1.9
#72
gdalle
closed
1 year ago
2
Missing `value_derivative_and_second_derivative`?
#71
fph
closed
7 months ago
0
reset Zygote context cache after each call
#70
marius311
closed
1 year ago
9
Zygote context cache incorrectly(?) persists between AD calls
#69
marius311
closed
1 year ago
0
Use weak dependencies if supported
#68
devmotion
closed
1 year ago
7
Feature request: option to turn off ForwardDiff tagging
#67
marius311
opened
1 year ago
0
API for user code to detect if it's being differentiated
#66
ToucheSir
opened
1 year ago
11
ForwardDiff is broken for differently sized inputs
#65
torfjelde
opened
1 year ago
0
Create Invalidations.yml
#64
ranocha
opened
2 years ago
5
AD failure where Zygote succeeds
#63
marius311
closed
7 months ago
4
add do-block-friendly forms
#62
marius311
closed
1 year ago
6
Whats the reason for the derivative / gradient difference?
#61
marius311
opened
2 years ago
0
Jacobians for functions beyond vector-to-vector?
#60
prbzrg
opened
2 years ago
2
Using AbstractDifferentiation and Zygote as package dependencies errors: `UndefVarError: ZygoteBackend not defined`
#59
adrhill
closed
12 months ago
1
CompatHelper: bump compat for Compat to 4, (keep existing compat)
#58
github-actions[bot]
closed
2 years ago
1
Code inside function with rrule should not run
#57
gaurav-arya
closed
11 months ago
2
More details on backends in README
#56
gdalle
closed
2 years ago
3
JET.jl reports possible errors on `AD.gradient` that do not appear with `Zygote.gradient`
#55
gdalle
closed
7 months ago
4
`AD.jacobian` much slower than `Zygote.jacobian`
#54
gdalle
closed
7 months ago
3
Use multiple arguments instead of a tuple for pushforward and pullback function?
#53
devmotion
opened
2 years ago
6
Improve CI
#52
devmotion
closed
2 years ago
0
Retrieve pullback only once for ReverseRuleConfigBackend
#51
devmotion
closed
2 years ago
1
Yota support
#50
mohamed82008
opened
2 years ago
5
RuleConfig and Zygote support
#49
mohamed82008
closed
2 years ago
5
Type of cotangent is sometimes not a vector in FiniteDifferences vjp tests
#48
mohamed82008
opened
2 years ago
0
Add some missing primal_value methods
#47
mohamed82008
closed
2 years ago
2
value_gradient_and_hessian for ForwardDiff returns gradient of type Dual
#46
sethaxen
closed
2 years ago
1
Establish a benchmark for performance regressions/improvements
#45
sethaxen
opened
2 years ago
0
Implement backend for Tracker
#44
sethaxen
closed
2 years ago
5
Adopt ColPrac?
#43
sethaxen
closed
11 months ago
0
Add citation
#42
ChrisRackauckas
closed
2 years ago
0
Caching interfaces
#41
ChrisRackauckas
opened
2 years ago
2
Planned backends to implement
#40
sethaxen
opened
2 years ago
14
Allow arbitrary objects to be backends?
#39
sethaxen
opened
2 years ago
1
Make ForwardDiffBackend an AbstractForwardMode
#38
sethaxen
closed
2 years ago
2
Implement backend for FiniteDifferences
#37
sethaxen
closed
2 years ago
2
Use value_and_pullback_function as a primitive
#36
sethaxen
closed
1 year ago
7
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