JuliaGNI/GeometricMachineLearning.jl: v0.1.0

Merged pull requests:

• Lux implementation of HNNs (#1) (@michakraus)
• CompatHelper: add new compat entry for BandedMatrices at version 0.17, (keep existing compat) (#2) (@github-actions[bot])
• CompatHelper: add new compat entry for NLsolve at version 4, (keep existing compat) (#3) (@github-actions[bot])
• CompatHelper: add new compat entry for NNlib at version 0.8, (keep existing compat) (#4) (@github-actions[bot])
• CompatHelper: add new compat entry for HDF5 at version 0.16, (keep existing compat) (#5) (@github-actions[bot])
• Add a SympNet example script for the pendulum (#6) (@michakraus)
• Fix and finish HNN implementation (#7) (@michakraus)
• Implemented Householder reflections with modifications. (#8) (@benedict-96)
• Merge HNN functions (#9) (@michakraus)
• Implement new architectures and add documentation (#10) (@michakraus)
• CompatHelper: bump compat for StatsBase to 0.34, (keep existing compat) (#11) (@github-actions[bot])
• Implementation of an optimisation structure (#12) (@Theozeud)
• Symplectic householder (#14) (@benedict-96)
• CompatHelper: bump compat for NNlib to 0.9, (keep existing compat) (#15) (@github-actions[bot])
• Training integrator (#16) (@Theozeud)
• CompatHelper: add new compat entry for Flux at version 0.13, (keep existing compat) (#17) (@github-actions[bot])
• Gpu adaptation (#18) (@benedict-96)
• CompatHelper: add new compat entry for CUDA at version 4, (keep existing compat) (#19) (@github-actions[bot])
• CompatHelper: add new compat entry for KernelAbstractions at version 0.9, (keep existing compat) (#20) (@github-actions[bot])
• CompatHelper: add new compat entry for GPUArrays at version 8, (keep existing compat) (#21) (@github-actions[bot])
• Transformer gpu adaptation (#22) (@benedict-96)
• CompatHelper: add new compat entry for ChainRulesTestUtils at version 1, (keep existing compat) (#23) (@github-actions[bot])
• CompatHelper: add new compat entry for ChainRulesCore at version 1, (keep existing compat) (#24) (@github-actions[bot])
• CompatHelper: add new compat entry for ChainRules at version 1, (keep existing compat) (#25) (@github-actions[bot])
• Neural net solution (#26) (@Theozeud)
• Refactor optimizers to be independent of layers (#28) (@michakraus)
• CompatHelper: bump compat for Lux to 0.5, (keep existing compat) (#29) (@github-actions[bot])
• Final fixes to application to ensemble solution (#30) (@michakraus)
• CompatHelper: add new compat entry for GeometricIntegrators at version 0.12, (keep existing compat) (#32) (@github-actions[bot])
• Optimizer tests (#34) (@benedict-96)
• Merge applica abstract nn (#35) (@Theozeud)
• Transformer tests (#39) (@benedict-96)
• Gpu fixes (#40) (@benedict-96)
• CompatHelper: add new compat entry for GeometricBase at version 0.8, (keep existing compat) (#41) (@github-actions[bot])
• CompatHelper: add new compat entry for GeometricEquations at version 0.12, (keep existing compat) (#42) (@github-actions[bot])
• add timer + training method (#43) (@Theozeud)
• Manifold optimizer tests (#44) (@benedict-96)
• Added a simple method so that we can run the dense layer for tensors in parallel. (#45) (@benedict-96)
• CompatHelper: add new compat entry for TimerOutputs at version 0.5, (keep existing compat) (#46) (@github-actions[bot])
• New activation function & transformer script prediction window (#48) (@benedict-96)