v0.2.0

EpiAwareADTools v0.2.0

Diff since v0.1.2

This is a breaking release.

• Fixed logccdf_ad_safe(::Gamma) returning -Inf in the far right tail, where the stock (non-differentiable) logccdf stays finite; the same issue affected SurvivalDistributions.GeneralizedGamma. A new log-space Gamma survival primitive fixes both, with AD rules across every backend.
• Fixed _beta_cdf's continued-fraction evaluator returning NaN for widely disparate shape parameters near the boundary of x, and improved its accuracy by raising the default term count.
• Fixed primal_distribution throwing a MethodError on Truncated and Censored distributions; it now rebuilds them recursively through the public truncated/censored constructors. This also unblocks EpiAware/CensoredDistributions.jl.
• Added fixed_draw and ad_eltype, a reparameterisation-trick helper pair mirroring the existing primal/primal_distribution tape-strip helpers.
• Pointed the release notes docs page at GitHub releases instead of NEWS.md.

Merged pull requests:

• ci(deps): bump the github-actions group with 9 updates (#59) (@dependabot[bot])
• fix: primal_distribution rebuilds Truncated/Censored via public constructors (#60) (@seabbs-bot)
• fix: logccdf_ad_safe underflows in the Gamma far right tail (#61) (@seabbs-bot)
• fix: rescale continued-fraction accumulators to stop beta CDF NaN (#62) (@seabbs-bot)
• feat: reparameterisation-trick helpers (fixed_draw/ad_eltype) (#63) (@seabbs-bot)
• docs: point the release notes page at GitHub releases (#64) (@seabbs-bot)
• chore!: sync with EpiAwarePackageTools main and raise the Julia floor to 1.11 (#69) (@seabbs-bot)
• ci(deps): bump the github-actions group with 11 updates (#70) (@dependabot[bot])
• chore(deps): bump the julia-isolated group across 2 directories with 15 updates (#71) (@dependabot[bot])

Closed issues:

• Widen the AD-safe function family to more continuous families and publish per-family coverage (#36)
• Reparameterisation-trick helpers for differentiating through a stochastic computation (#38)
• _beta_cdf continued fraction overflows to NaN for disparate shapes near the x boundary (#42)
• logccdf_ad_safe loses the far right tail: log1p(-F) underflows where the stock evaluator does not (#47)
• Point the release-notes docs page at GitHub Releases (#53)
• primal_distribution has no method for Truncated (#57)
• primal_distribution(::Truncated) reconstructs via stale 3-float Truncated(...) constructor (MethodError) (#58)