Releases | Open Source Science

DiffEqFlux -

- Julia
Published by ChrisRackauckas 12 months ago

DiffEqFlux -

- Julia
Published by ChrisRackauckas over 1 year ago

DiffEqFlux -

- Julia
Published by ChrisRackauckas almost 2 years ago

DiffEqFlux -

- Julia
Published by ChrisRackauckas about 2 years ago

DiffEqFlux -

- Julia
Published by ChrisRackauckas about 2 years ago

DiffEqFlux -

- Julia
Published by ChrisRackauckas about 2 years ago

DiffEqFlux -

- Julia
Published by ChrisRackauckas over 2 years ago

DiffEqFlux v2.1.0

Diff since v2.0.0

Closed issues: - MethodError when running with NeuralODE with custom Lux layer (#825) - Running NODEs on GPU while keeping them Float64? (#826) - UODE with neural networks. Beginner questions (#831) - Scalar indexing when running UDE on GPU (#832)

Merged pull requests: - Update tests for Float32 (#824) (@ChrisRackauckas) - OptimizationFlux (#828) (@anandijain) - Updates to HNN (#829) (@avik-pal) - Migrate GPU tests to Lux (and Fix them!!) (#830) (@avik-pal)

- Julia
Published by github-actions[bot] over 2 years ago

DiffEqFlux - v2.0.0

DiffEqFlux v2.0.0

Diff since v1.53.0

Closed issues: - DiffEqFlux Layers don't satisfy Lux API (#727) - SDEs gradients issues with EnsembleProblems (#765) - DiffEqFlux.jl and NeuralPDE.jl keep precompiling and never stop (#783) - Training Neural SDEs with Mutating Arrays (#785) - Normalizing flow example does not produce accurate estimates (#786) - Wrong order in collocations (#788) - StackOverflow Error when trying to train a NSDE with no neural network on the diffusion (#811) - Including unknown parameter values of known dynamics in UDE using Lux.jl (#812) - Documentation about Flux.jl vs Lux.jl (#815)

Merged pull requests: - Lux compatible layers (#750) (@Abhishek-1Bhatt) - Fix FFJORD Example (#787) (@prbzrg) - Fix flipped collocation (#789) (@ChrisRackauckas) - [skip ci] LanguageTool (#792) (@ArnoStrouwen) - CompatHelper: add new compat entry for Functors at version 0.4, (keep existing compat) (#793) (@github-actions[bot]) - Deprecate FastChain and sciml_train for v2.0 (#794) (@ChrisRackauckas) - One more spot to mark with Flux (#796) (@Abhishek-1Bhatt) - Flux.cpu (#797) (@Abhishek-1Bhatt) - Specify Flux in all layers (#799) (@Abhishek-1Bhatt) - Remove unused packages and undefined exports (#803) (@prbzrg) - Switch to LuxCore (#804) (@Abhishek-1Bhatt) - fix NeuralCDDE error (#805) (@vpuri3) - Add neural ODE weather forecasting example (#807) (@SebastianCallh) - CompatHelper: add new compat entry for DataDeps at version 0.7 for package docs, (keep existing compat) (#808) (@github-actions[bot]) - CompatHelper: add new compat entry for DataFrames at version 1 for package docs, (keep existing compat) (#809) (@github-actions[bot]) - CompatHelper: add new compat entry for CSV at version 0.10 for package docs, (keep existing compat) (#810) (@github-actions[bot]) - Use CA directly instead of using it via Lux (#813) (@avik-pal) - Add a description of Flux vs Lux (#819) (@ChrisRackauckas) - enable dependabot for GitHub actions (#821) (@ranocha) - CompatHelper: bump compat for DataInterpolations to 4, (keep existing compat) (#823) (@github-actions[bot])

- Julia
Published by github-actions[bot] almost 3 years ago

DiffEqFlux - v1.53.0

DiffEqFlux v1.53.0

Diff since v1.52.0

Closed issues: - Performance drop when enabling bias in FastDense (#757) - Specifying adjoint methods for gradient calculations? (#766) - UndefVarError: FastDense not defined (#767) - ERROR: MethodError: no method matching length(::Nothing) (#768) - ERROR: MethodError: no method matching copy (#770)

Merged pull requests: - Fix a typo (#754) (@prbzrg) - Flux -> Lux (#756) (@YichengDWu) - Add Dependabot (#758) (@prbzrg) - Bump codecov/codecov-action from 1 to 3 (#759) (@dependabot[bot]) - Bump actions/checkout from 2 to 3 (#760) (@dependabot[bot]) - Bump actions/cache from 1 to 3 (#761) (@dependabot[bot]) - [skip ci] badges (#763) (@ArnoStrouwen) - MassInstallAction: Install the Invalidations workflow on this repository (#764) (@devmotion) - Update CompatHelper.yml (#769) (@devmotion) - updated README and make.jl as per sciml template (#774) (@00krishna) - canonize docs (#775) (@ArnoStrouwen) - added reproducibility to index.md and make.jl (#777) (@00krishna) - CompatHelper: bump compat for LoggingExtras to 1, (keep existing compat) (#778) (@github-actions[bot]) - Update Links (#779) (@prbzrg) - doc compat (#782) (@ArnoStrouwen)

- Julia
Published by github-actions[bot] about 3 years ago

DiffEqFlux - v1.52.0

DiffEqFlux v1.52.0

Diff since v1.51.2

Closed issues: - Suggestion: Change dimension order on NeuralODE to match convention of ML batch (#111) - ERROR: LoadError: MethodError: no method matching getindex(::Ptr{typeof(DiffEqBase.ODEDEFAULTNORM)}) (#714) - Warning: ignore(f) is deprecated, use ChainRulesCore.ignore_derivatives(f) instead. (#745) - Problems defined by parametric and neural network functions (#746) - Tutorials Copy-Pasteable Code Error: LoadError: MethodError: objects of type Nothing are not callable (#748)

Merged pull requests: - don't create a plot if not displaying it (#747) (@chriselrod) - update Zygote.@ignore to ChainRulesCore.@ignore_derivatives (#751) (@ChrisRackauckas) - CompatHelper: add new compat entry for ChainRulesCore at version 1, (keep existing compat) (#752) (@github-actions[bot]) - Dimension Mover Layer (#753) (@prbzrg)

- Julia
Published by github-actions[bot] over 3 years ago

DiffEqFlux - v1.51.2

DiffEqFlux v1.51.2

Diff since v1.51.1

- Julia
Published by github-actions[bot] over 3 years ago

DiffEqFlux - v1.51.1

DiffEqFlux v1.51.1

Diff since v1.51.0

- Julia
Published by github-actions[bot] over 3 years ago

DiffEqFlux - v1.51.0

DiffEqFlux v1.51.0

Diff since v1.50.0

Closed issues: - Neural Graph Differential Equations example not working (#684) - Incorrect use Lux.ActivationFunction (#737)

Merged pull requests: - add cnf to the sidebar (#734) (@ChrisRackauckas) - Neural SDE tutorial (#735) (@ChrisRackauckas) - neural_sde example in Flux (#738) (@Abhishek-1Bhatt) - Fix latex typos in Hamiltonian Neural Network Tutorial (#741) (@Algopaul) - Lux.ActivationFunction not required (#742) (@Abhishek-1Bhatt) - update to SciMLSensitivity (#743) (@ChrisRackauckas)

- Julia
Published by github-actions[bot] over 3 years ago

DiffEqFlux - v1.50.0

DiffEqFlux v1.50.0

Diff since v1.49.1

Closed issues: - Add doctests (#566) - Missing normalizing flows example (#726) - NeuralODE is not a subtype of Lux.AbstractExplicitLayer (#728) - Neural ODE example is not working correctly (#731)

Merged pull requests: - Enable doctesting (#721) (@ChrisRackauckas) - minor fixes (#729) (@Abhishek-1Bhatt) - just remove staticdudt tests (#730) (@ChrisRackauckas)

- Julia
Published by github-actions[bot] over 3 years ago

DiffEqFlux - v1.49.1

DiffEqFlux v1.49.1

Diff since v1.49.0

Closed issues: - NeuralDSDE Adjoint Fails on GPU (#138) - Which types work as container of parameters? (#178) - NeuralODE: modeling dynamics of system with (discontinuous) control inputs (#190) - Nested reverse modes with fast layers (#207) - BFGS Errors with GPU (#238) - BoundsError: attempt to access () at index 0 - Code in LV-Jump.md blog post no longer runs (#272) - Reproducible TypeError in scimltrain (#278) - Why the need for Fast* layers? (#328) - Rename DiffEqFlux? (#354) - The MNIST Neural ODE Classifier tutorial is broken (#368) - scimltrain crashes when fed Fluxs ::Params type (#379) - Neural Graph Differential Equation tests disabled (#405) - Link to stable documentation broken (#407) - neuralodesciml example fails when Dense layer replaced by GRU (#432) - Indexing issue caused by applychain (#436) - Mutating Arrays not Allowed (#443) - Optimal Control ref in exogenous input page is broken (#445) - Support for sparse matrix ODEs (#462) - implicit layers with neuralODEs ? (#478) - Disable events tests (#483) - PresetTimeCallback errors with Zygote differentiation (#502) - Suggestion for Memory Limitations (#527) - Unstable FastDense hash and comparison. (#555) - SteadyStateAdjoint + GPUs: scalar getindex is disallowed (#557) - sample code running slow on Atom (#560) - ReverseDiff tape generation over newer Zygote versions segfaults (#586) - ERROR: UndefVarError: eJ not defined (#588) - Neural Graph Tutorial not working (#609) - Note on hybrid sensitivity analysis methods needs an update? (#612) - ERROR: LoadError: MethodError: no method matching Float32(::ReverseDiff.TrackedReal{Float64, Float32, Nothing}) (#615) - type HMCKernel has no field integrator (#618) - Reverse-mode VJPs with mixed scalar+vector GPU code (#632) - Error in Neural Graph Ordinary Differential Equations example (#640) - Best practice for taking backpropagation with logging tools for DiffEq.jl (#661) - Add batch support to FastDense layers, mimicking Flux (#672) - Missing optimizations in preallocation form (#680) - Error in the UODEs training when the network enlarges (#689) - initialparams() always identical (#690) - PINN with TensorLayer example fails - maybe Enzyme internal error (#694) - MethodError: no method matching Flux.Dense(::Pair{Int64, Int64}, ::typeof(NNlib.elu)) (#700) - `scimltrain` output API documentation (#702) - LoadError with sciml_train (#713) - Training a NODE using multiple shooting. (#717)

Merged pull requests: - Corrections in keyword arguments for NeuralODE example (#720) (@Abhishek-1Bhatt) - Removal of deprecations (#722) (@Abhishek-1Bhatt) - Fix Some Doctests (#723) (@DhairyaLGandhi) - Fixed NeuralDSDE (#724) (@Abhishek-1Bhatt) - Update neural_de tests (#725) (@frankschae)

- Julia
Published by github-actions[bot] over 3 years ago

DiffEqFlux - v1.49.0

DiffEqFlux v1.49.0

Diff since v1.48.0

Closed issues: - Fast vjp form (#681)

Merged pull requests: - swapped sciml_train calls with Optimization.solve() (#711) (@Abhishek-1Bhatt) - CompatHelper: add new compat entry for Lux at version 0.4, (keep existing compat) (#716) (@github-actions[bot]) - Neural ODE tutorial (#718) (@Abhishek-1Bhatt)

- Julia
Published by github-actions[bot] over 3 years ago

DiffEqFlux - v1.48.0

DiffEqFlux v1.48.0

Diff since v1.47.1

Closed issues: - Scaling and memory consumption on GPU (#687)

Merged pull requests: - Generalize input_params to use Flux.destructure (#697) (@DhairyaLGandhi) - Overhaul the documentation to only focus on the DiffEqFlux components (#709) (@ChrisRackauckas) - add deprecation warnings to FastChain and sciml_train (#710) (@ChrisRackauckas) - Switch from GalacticOptim, Galactic* to Optimization, Optimization* (#712) (@Vaibhavdixit02)

- Julia
Published by github-actions[bot] over 3 years ago

DiffEqFlux - v1.47.1

DiffEqFlux v1.47.1

Diff since v1.47.0

Merged pull requests: - Keep support for cb to avoid breakage (#705) (@Vaibhavdixit02)

- Julia
Published by github-actions[bot] almost 4 years ago

DiffEqFlux - v1.47.0

DiffEqFlux v1.47.0

Diff since v1.46.1

Merged pull requests: - CompatHelper: bump compat for GalacticOptim to 3, (keep existing compat) (#704) (@github-actions[bot])

- Julia
Published by github-actions[bot] almost 4 years ago

DiffEqFlux - v1.46.1

DiffEqFlux v1.46.1

Diff since v1.46.0

- Julia
Published by github-actions[bot] almost 4 years ago

DiffEqFlux - v1.46.0

DiffEqFlux v1.46.0

Diff since v1.45.3

Closed issues: - Enzyme segfault when using FastChain and AutoZygote (#691) - DimensionMismatch: arrays could not be broadcast to a common size; (#701)

Merged pull requests: - test Flux 0.13 (#699) (@ChrisRackauckas)

- Julia
Published by github-actions[bot] almost 4 years ago

DiffEqFlux - v1.45.3

DiffEqFlux v1.45.3

Diff since v1.45.2

Merged pull requests: - add prediction-error method tutorial (#688) (@baggepinnen) - Disable Graph Conv test (#693) (@ChrisRackauckas)

- Julia
Published by github-actions[bot] almost 4 years ago

DiffEqFlux - v1.45.2

DiffEqFlux v1.45.2

Diff since v1.45.1

Merged pull requests: - No compats on test deps (#692) (@ChrisRackauckas)

- Julia
Published by github-actions[bot] almost 4 years ago

DiffEqFlux - v1.45.1

DiffEqFlux v1.45.1

Diff since v1.45.0

Merged pull requests: - typo fixes for hybrid NODE examples (#683) (@frankschae) - Added Scalar dispatch for FastDense (#686) (@Abhishek-1Bhatt)

- Julia
Published by github-actions[bot] about 4 years ago

DiffEqFlux - v1.45.0

DiffEqFlux v1.45.0

Diff since v1.44.1

Closed issues: - Use faster tanh? (#674) - saveat type not matching time type can result in missed tstops in values not exactly represented in floating point numbers (#675) - AutoZygote seems to result in segfaults (#676)

Merged pull requests: - Preallocation Option for vjp calculation (#671) (@Abhishek-1Bhatt) - Update and restructuring of docs on autojacvec options (#678) (@JordiBolibar) - Use NNlib fast activations (#679) (@ChrisRackauckas) - CompatHelper: add new compat entry for NNlib at version 0.8, (keep existing compat) (#682) (@github-actions[bot])

- Julia
Published by github-actions[bot] about 4 years ago

DiffEqFlux - v1.44.1

DiffEqFlux v1.44.1

Diff since v1.44.0

Closed issues: - Exposing DiffEqParamEstim's Tooling (#121) - WARNING: could not import DistributionsAD.mvcategoricallogpdf into ReverseDiffX (#649) - Wrong Jacobian Matrix (#650) - Reproducibility on different operating systems (#655) - ERROR: Compiling ...: try/catch is not supported. (#660) - Error: Version input must not be null (#663) - Scalar indexing during GPU training in example (#668) - [scimltrain] ArgumentError: Initial x is not in (despite clamping io) (#669)

Merged pull requests: - use zero matrix each time in jacobianfn (#651) (@prbzrg) - Update BayesianNODENUTS.md (#654) (@QiyaoWei) - update default AD choice docs (#657) (@hexaeder) - Fix CI version choices (#664) (@ChrisRackauckas) - Fix for various changes (#666) (@ChrisRackauckas) - unmark fixed GPU test (#667) (@ChrisRackauckas) - Fix default optimizer when parameter bounds are given (#670) (@ChrisRackauckas)

- Julia
Published by github-actions[bot] about 4 years ago

DiffEqFlux - v1.44.0

DiffEqFlux v1.44.0

Diff since v1.43.0

Closed issues: - Regularized FFJORD (#343) - Mixed CPU+GPU adjoints (#401) - ReverseDiff/DiffEqSensitivity, BoundsError: attempt to access 56-element Array{Float54,1} at index 0 - Steady State GPU Training Hangs and Quits (#567) - maxiters: only works with optimization algs in scimltrain? (#598) - MethodError: no method matching hassyms(::SciMLBase.OptimizationFunction) (#600) - zeros32 not defined (#606) - GPU example throws errors (#608) - ERROR: LoadError: Cannot determine ordering of Dual tags ForwardDiff.Tag (#610) - Troubles with running the simple example code on: https://diffeqflux.sciml.ai/dev/ (#616) - Julia crashes during parameter estimation for a system of differential equations (#619) - Migrate to new style test-setup (#626) - Error when running copy-pasteable code from stable documentation (#634) - Optimization Issue in FFJORD with AutoZygote (#635) - Errors running unit tests (#644) - Slower performance using the GPU (#645) - tests failing with MethodError: _axes(::StrideArraysCore (#646)

Merged pull requests: - small typo (#611) (@mahdiarsadeghi) - Update note on sensitivity analysis for hybrid DEs (#613) (@frankschae) - use DiagNormal instead of FullNormal (#617) (@prbzrg) - code cleaning for ffjord (#620) (@prbzrg) - add smoke test for ffjord (#621) (@prbzrg) - Update other tests for FFJORD (#625) (@prbzrg) - add FFJORD sampler (#627) (@prbzrg) - Update References (#629) (@prbzrg) - fix a typo (#631) (@prbzrg) - Remove type promotion in FFJORD (#633) (@prbzrg) - fix wrong variable in neuralodesciml.md (#637) (@wkirgsn) - update Project.toml file (#642) (@prbzrg) - Update Geometric Flux API (#643) (@avik-pal)

- Julia
Published by github-actions[bot] over 4 years ago

DiffEqFlux - v1.43.0

DiffEqFlux v1.43.0

Diff since v1.42.1

Closed issues: - multiple_shoot for EnsembleProblem (#601)

Merged pull requests: - multiple_shoot for EnsembleProblem (#602) (@vboussange) - CompatHelper: add new compat entry for SciMLBase at version 1 , (keep existing compat) (#605) (@github-actions[bot])

- Julia
Published by github-actions[bot] over 4 years ago

DiffEqFlux - v1.42.1

DiffEqFlux v1.42.1

Diff since v1.42.0

Closed issues: - :nothing initialised in FastChain (#593) - Zygote sensitivities not working for ensemble ODE (#595)

Merged pull requests: - Update divergence.md (#551) (@Vaibhavdixit02) - Fix "dense.W" deprecation warning (#596) (@prbzrg) - some cosmetic changes (#597) (@prbzrg) - Fix differences between full code and documented code in CNF example (#599) (@prbzrg)

- Julia
Published by github-actions[bot] over 4 years ago

DiffEqFlux - v1.42.0

DiffEqFlux v1.42.0

Diff since v1.41.0

Closed issues: - Possible Indexing error in multiple_shoot (#522) - incorrect initialise params in FastDense after update to Flux v0.12.5 (#594)

Merged pull requests: - Remove unfinished sentence in sciml_train docs (#589) (@gileshd) - Tutorial edits (#590) (@Gregliest) - use Flux.zeros32 (#592) (@DhairyaLGandhi)

- Julia
Published by github-actions[bot] over 4 years ago

DiffEqFlux - v1.41.0

DiffEqFlux v1.41.0

Diff since v1.40.1

Merged pull requests: - CompatHelper: bump compat for "GalacticOptim" to "2" (#585) (@github-actions[bot])

- Julia
Published by github-actions[bot] over 4 years ago

DiffEqFlux - v1.40.1

DiffEqFlux v1.40.1

Diff since v1.40.0

Closed issues: - Precompilation fails: UndefVarError: HasBranchingCtx not defined (#583)

- Julia
Published by github-actions[bot] over 4 years ago

DiffEqFlux - v1.40.0

DiffEqFlux v1.40.0

Diff since v1.39.0

Closed issues: - Multiple shooting example doesn't work (#564) - Calling cpu on FastChain fails. (#578)

Merged pull requests: - add hasbranching overload to auto-optimize (#580) (@ChrisRackauckas) - Use return codes in multiple shooting (#581) (@adrhill) - add device(x::FastLayer) warning (#582) (@ChrisRackauckas)

- Julia
Published by github-actions[bot] over 4 years ago

DiffEqFlux - v1.39.0

DiffEqFlux v1.39.0

Diff since v1.38.0

Closed issues: - Compiling Tuple{typeof(tasklocalstorage) try/catch is not supported. (#561) - Parameter Estimation Example not converged in a low error (#569) - Typo in minibatching example (#570)

Merged pull requests: - Fix #570 (#572) (@avik-pal) - Simplify and improve sciml_train heuristics (#574) (@ChrisRackauckas) - CompatHelper: add new compat entry for "Reexport" at version "1" (#575) (@github-actions[bot]) - CompatHelper: add new compat entry for "Optim" at version "1" (#576) (@github-actions[bot])

- Julia
Published by github-actions[bot] over 4 years ago

DiffEqFlux - v1.38.0

DiffEqFlux v1.38.0

Diff since v1.37.0

Closed issues: - How to create a multilayer perceptron using DiffEqFlux.jl (#554)

Merged pull requests: - Revert "Update divergence.md" (#559) (@ChrisRackauckas) - fix typo (#562) (@IlyaOrson) - Update bouncing_ball.md ReverseDiffAdjoint example (#565) (@Vaibhavdixit02)

- Julia
Published by github-actions[bot] over 4 years ago

DiffEqFlux - v1.37.0

DiffEqFlux v1.37.0

Diff since v1.36.1

Closed issues: - Probably user error: sciMLtrain func running but not optimizing (#528) - StackOverflow Error when Backproping through SteadyStateProblem (#531) - DiffEqFlux.scimltrain fails with saveidxs keyword (#534) - Regarding Neural ODE Documentation (#538) - Speed and innacuracy of scimltrain with BFGS() on previously demonstrated code (#539) - FFJORD for flexible batched data (#540) - MethodError in sequential learning problem (#543) - Discrete Callback causes Error: immutable struct of type FakeIntegrator cannot be changed (#550) - No method matching similar(::Tuple{...}, ::Int64) (#552) - Mass matrix example requires mass to always equal 1 (#553) - False gradient for FastDense when bias=false (#556)

Merged pull requests: - fix typo (#530) (@spin0r) - Convolutional Neural ODE for MNIST Classification Demo (#532) (@avik-pal) - Fix typos in docs (#533) (@adrhill) - Fix & simplify multiple shooting (#522) (#535) (@adrhill) - Update copy paste example without NeuralODE constructor (#541) (@Vaibhavdixit02) - Generalize continuity loss in multiple shooting (#542) (@adrhill) - Fix grammar (#545) (@namangup) - Add solver kwargs to multiple shooting (#546) (@adrhill) - CompatHelper: bump compat for "Distributions" to "0.25" (#547) (@github-actions[bot]) - Add FAQ on divergent trajectories (#548) (@ChrisRackauckas) - Update divergence.md (#549) (@Vaibhavdixit02) - Fix and test no bias adjoint (#558) (@ChrisRackauckas)

- Julia
Published by github-actions[bot] almost 5 years ago

DiffEqFlux - v1.36.1

DiffEqFlux v1.36.1

Diff since v1.36.0

- Julia
Published by github-actions[bot] almost 5 years ago

DiffEqFlux - v1.36.0

DiffEqFlux v1.36.0

Diff since v1.35.1

Closed issues: - Discretize-Optimize vs Optimize-Discretize (#463) - error in precompiling DiffEqFlux v1.35.0 (#518) - How to treat parameters in a model data struture? (#520)

Merged pull requests: - Optimize the Neural SDE Demo (#519) (@avik-pal) - Use other solvers than Tsit5 in multiple_shoot (#521) (@adrhill) - Adapt is good now? (#525) (@ChrisRackauckas)

- Julia
Published by github-actions[bot] almost 5 years ago

DiffEqFlux - v1.35.1

DiffEqFlux v1.35.1

Diff since v1.35.0

- Julia
Published by github-actions[bot] almost 5 years ago

DiffEqFlux - v1.35.0

DiffEqFlux v1.35.0

Diff since v1.34.1

Closed issues: - Update Neural SDE documentation (#402) - Neural DAE tests not included in runtests and outdated (#425) - Do Multiple Shooting (#481) - FastDense error on GPU (#501) - Make docs nicer (#504) - ODE-LSTMs (#508) - Is there any difference in neuralODE and ODENet? (#510) - Error with non-in-place vector ODEs (#512) - sciml_train summary is gone? (#513) - Error in the Copy-Paste Code for Optimization of Ordinary Differential Equations (#517)

Merged pull requests: - Updated sciml_train information. (#500) (@mkg33) - Do not free memory you do not own. (#503) (@aussetg) - Do multiple shooting (#505) (@Manas2030) - Update Flux.md (#506) (@yewalenikhil65) - Restructure documentation (#507) (@ChrisRackauckas) - CompatHelper: bump compat for "Flux" to "0.12" (#514) (@github-actions[bot]) - fix typo (#515) (@ArnoStrouwen) - Disable graph stuff to get tests running again (#516) (@ChrisRackauckas)

- Julia
Published by github-actions[bot] almost 5 years ago

DiffEqFlux - v1.34.1

DiffEqFlux v1.34.1

Diff since v1.34.0

Closed issues: - NeuralODE problem with component arrays not working (#497) - MethodError: no method matching length(::Nothing) (#498)

Merged pull requests: - Update index.md (#496) (@pitmonticone) - fix bounds translation (#499) (@ChrisRackauckas)

- Julia
Published by github-actions[bot] almost 5 years ago

DiffEqFlux - v1.34.0

DiffEqFlux v1.34.0

Diff since v1.33.0

Merged pull requests: - Controlling an SDE (#491) (@frankschae) - Fix StaticDense docstring (#493) (@ArnoStrouwen) - GO 1 (#495) (@ChrisRackauckas)

- Julia
Published by github-actions[bot] about 5 years ago

DiffEqFlux - v1.33.0

DiffEqFlux v1.33.0

Diff since v1.32.0

Closed issues: - FastChain-Compatible Layers without bias term (#480) - FastChain is not GPU compatible anymore. (#487) - TensorLayer update (#488)

Merged pull requests: - Fix TensorLayer initialization (#489) (@ChrisRackauckas) - updated minibatch example to use Flux call (#490) (@khannay)

- Julia
Published by github-actions[bot] about 5 years ago

DiffEqFlux - v1.32.0

DiffEqFlux v1.32.0

Diff since v1.31.1

Merged pull requests: - FastChain-Compatible Layers without bias term (#482) (@Aman027) - Disable coverage statistics (#484) (@ChrisRackauckas) - Fix GPU CI (#485) (@ChrisRackauckas)

- Julia
Published by github-actions[bot] about 5 years ago

DiffEqFlux - v1.31.1

DiffEqFlux v1.31.1

Diff since v1.31.0

Merged pull requests: - Update local_minima.md (#479) (@Manas2030)

- Julia
Published by github-actions[bot] about 5 years ago

DiffEqFlux - v1.31.0

DiffEqFlux v1.31.0

Diff since v1.30.0

Merged pull requests: - [WIP] Extend collocation methods to use DataInterpolations.jl (#380) (@avik-pal) - Add buildkite pipeline (#474) (@ChrisRackauckas) - Update pipeline.yml (#475) (@ChrisRackauckas) - CompatHelper: add new compat entry for "DiffResults" at version "1.0" (#476) (@github-actions[bot])

- Julia
Published by github-actions[bot] about 5 years ago

DiffEqFlux - v1.30.0

DiffEqFlux v1.30.0

Diff since v1.29.0

Closed issues: - StackOverFlowError in DiffEqFlux tutorial of constraints via Universal DAE (#468) - Typo in FastChain.md (#470) - Using Flux Chain neural networks with Flux.train! not working (#472)

Merged pull requests: - Add neuralstiffode_sciml docs (#469) (@YingboMa) - CompatHelper: bump compat for "Adapt" to "3.0" (#473) (@github-actions[bot])

- Julia
Published by github-actions[bot] about 5 years ago

DiffEqFlux - v1.29.0

DiffEqFlux v1.29.0

Diff since v1.28.0

Closed issues: - NeuralODE{TensorLayer} has no parameters (#411)

Merged pull requests: - Non-MM ndae updates (#426) (@ChrisRackauckas) - special view form for GPUs (#451) (@ChrisRackauckas) - add another hybrid example (#466) (@ChrisRackauckas)

- Julia
Published by github-actions[bot] about 5 years ago

DiffEqFlux - v1.28.0

DiffEqFlux v1.28.0

Diff since v1.27.1

Closed issues: - Using EnsembleDistributed() with Sciml_train? (#452) - ERROR: LoadError: InitError: Could not find a suitable CUDA installation (#453) - Multiple neural networks tutorial (#459)

Merged pull requests: - Create tutorial for Bayesian Neural ODE: NUTS. (#455) (@RajDandekar) - add distributed test (#456) (@ChrisRackauckas) - Restructure the documentation to have a bunch of subheaders (#457) (@ChrisRackauckas) - Create follow up tutorial for Bayesian Neural ODE: SGLD. (#458) (@RajDandekar) - Fix plot image links in bayesian neural ode examples (#460) (@Vaibhavdixit02) - add multiple nn tutorial (#464) (@ChrisRackauckas) - add parallelism tutorial (#465) (@ChrisRackauckas) - CompatHelper: bump compat for "Zygote" to "0.6" (#467) (@github-actions[bot])

- Julia
Published by github-actions[bot] about 5 years ago

DiffEqFlux - v1.27.1

DiffEqFlux v1.27.1

Diff since v1.27.0

- Julia
Published by github-actions[bot] about 5 years ago

DiffEqFlux - v1.27.0

DiffEqFlux v1.27.0

Diff since v1.26.0

Merged pull requests: - leanify the dependencies (#454) (@ChrisRackauckas)

- Julia
Published by github-actions[bot] about 5 years ago

DiffEqFlux - v1.26.0

DiffEqFlux v1.26.0

Diff since v1.25.0

Merged pull requests: - CompatHelper: bump compat for "StaticArrays" to "1.0" (#449) (@github-actions[bot]) - MassInstallAction: Install the GitHubActionsCI workflow on this repository (#450) (@christopher-dG)

- Julia
Published by github-actions[bot] about 5 years ago

DiffEqFlux - v1.25.0

DiffEqFlux v1.25.0

Diff since v1.24.0

Closed issues: - How to calculate loss in a given time budget? (#434) - dt <= dtmin Aborting. There is either an error in your model specification or the true solution. (#435) - DiffEqFlux Failed to Train with Error "type BinaryHeap has no filed comparer" (#441)

Merged pull requests: - Add warning to scimltrain, add a dispatch of scimltrain to GalacticOptim and rename layer_sciml test file to galacticoptim (#424) (@Vaibhavdixit02) - Another strategy to avoid local minima (#431) (@ghost) - MassInstallAction: Install the TagBot workflow on this repository (#442) (@christopher-dG) - add an example with exogenous input (#444) (@ChrisRackauckas) - ready a release and see test results (#447) (@ChrisRackauckas)

- Julia
Published by github-actions[bot] about 5 years ago

DiffEqFlux - v1.24.0

DiffEqFlux v1.24.0

Diff since v1.23.0

Closed issues: - Training of UDEs with recurrent networks (#391) - Question regarding solution type (#418) - NEURAL ODE example with GPU not working (#419)

Merged pull requests: - Work around missing matmul dispatch in CUDA.jl (#420) (@ChrisRackauckas) - Add GalacticOptim and update tests to use it (#421) (@Vaibhavdixit02) - CompatHelper: add new compat entry for "GalacticOptim" at version "0.2" (#423) (@github-actions[bot]) - update GalacticOptim calls (#428) (@ChrisRackauckas) - CompatHelper: bump compat for "Distributions" to "0.24" (#430) (@github-actions[bot])