chore(master): release 0.232.0 by ooples · Pull Request #1889 · ooples/AiDotNet

ooples · 2026-07-18T03:27:11Z

🤖 I have created a release beep boop

0.232.0 (2026-09-24)

Features

Epic: model Options classes expose no hyperparameters — 285 of 1,670 are empty #2090: phase 2 — sequence models read their Options (0ca40af)
Epic: model Options classes expose no hyperparameters — 285 of 1,670 are empty #2090: phase 2 complete — all 17 sequence models, ratchet 1004 -> 977 (671836a), closes #2090
Epic: model Options classes expose no hyperparameters — 285 of 1,670 are empty #2090: phase 3 — vision-language models read their Options (085db69)
allow specialized trading environments to override transition execution (1a3e02f)
allow specialized trading transition execution (5c281c3)
ci: add conservative old-new dependency selection with negative controls (52876fe)
ci: bind complete configuration bodies and private initializers (9da2fea)
ci: bind concrete numeric and scoped runtime effects (a7524d5)
ci: bind conditional owner effects and startup inputs (ad02585)
ci: bind default startup flow and successful CPU reset (8e0093b)
ci: bind method execution plans to discovered tests and binaries (200e4dd)
ci: bind reviewed assertion contracts to runtime evidence (86f6e49)
ci: bind reviewed crypto startup and reject shadow runtimes (4e382f9)
ci: bind runtime effects and constructor input contracts (4dd21eb)
ci: bind source changes to verified local execution reuse (4a4f950)
ci: bind startup branch inputs and review GPU opt-out effects (0635476)
ci: join body isolation across the exact workload inventory (9d5a457)
ci: measure what the shard map can actually select (6c66601)
ci: preserve concrete base and shared-field bindings (ee43fae)
ci: prototype owned runtime effects with full-run controls (d545546)
ci: validate changed-base execution reuse partitions (4b0534d)
ci: verify cross-assembly impact and authenticated workflow imports (9b92c9c)
ci: verify observed owners and bind lifecycle profiles (978eeab)
ci: verify observed trial scopes and slot initialization (1f42fab)
ci: verify trial hooks and exact CPU reset observations (2f993c2)
declare paper optimizers for diffusion-ts, ppo, bytetrack and a3c (85b2d18), closes #1928
declare paper optimizers for four physics-informed models (a2f0894), closes #1928
declare paper optimizers for sam 2.1, efficienttam, pixellm and deva (e6b3c10), closes #1928
declare paper optimizers for seven papers recovered from doi-form urls (cdcf9dc), closes #1928
declare paper optimizers for show-o, video-llava and three more (660ea6f), closes #1928
declare paper optimizers for six unified and 3d vision-language models (f9dae37), closes #1928
declare paper optimizers for the last seven papers with stated recipes (d67b8a6), closes #1928
declare paper optimizers for two code models and four audio models (39211c7), closes #1928
declare paper optimizers for univnet, informer, n-beats and two ner models (f3f5ecf), closes #1928
finance: add a weight-resolution seam to PortfolioManagerEnvironment (3d60407)
finance: add a weight-resolution seam to PortfolioManagerEnvironment (83807f1)
finance: configurable SAC head, friction overrides and loud checkpoint failure (48333d3)
models: declare nine video super-resolution recipes (#1928 batch 4) (611bc35)
models: declare paper training recipes, batch 2 (#1928) (e98cf42)
models: declare paper training recipes, batch 3 (#1928) (cee9e4d)
models: declare paper-faithful training recipes (#1928 batch 5) (b8af12a)
models: declare paper-faithful training recipes (#1928 batch 6) (11af811)
models: train models the way their papers say, and report when they do not (#1928) (96056cb)
optimizers: let models declare the optimizer settings their paper specifies (#1928 mechanism) (bd8c032)
options: migrate enum and string parameters, ratchet 875 -> 861 (243f6f6), closes #2090
options: phase 2 complete — all 17 sequence models, ratchet 1004 -> 977 (94abf52), closes #2090
options: phase 3 — vision-language models, ratchet 977 -> 875 (e41b11e), closes #2090
rl: legal-action masking, carried by the environment (8b83bc4)
rl: legal-action masking, enforced at every agent selection site (02e9f45)
rl: mask every agent selection site, incl. the FinRL wrapper (8d9c6b3)
testing: add tape reachability probe that catches detached training terms (f0b9026)
website: licence Token Optimizer as a product, with savings receipts (15ebf3c)
website: licence Token Optimizer as a product, with savings receipts (414a1a8)

Bug Fixes

active-learning: make RandomSampling's seed change which samples it picks (e9d174a)
add the missing declarations for octo, tabdpt and abinet (98d9dfd), closes #1928
address masked policy numeric and lifetime review (0e3fdd4)
address review feedback on vision-language options surface (0d496e5)
audio: avoid virtual layer dispatch during batch-five construction (130d9e6)
audio: avoid virtual layer dispatch during batch-five construction (59e7dd9)
audio: avoid virtual layer dispatch during batch-four construction (4464193)
audio: avoid virtual layer dispatch during batch-four construction (4c02b02)
audio: avoid virtual layer dispatch during batch-four construction (e90307c)
audio: avoid virtual layer dispatch during batch-six construction (14386f1)
audio: train music flamingo at its declared learning rate (7a33449)
audio: use a floating-point frame rate for BeatTracker tempo lag bounds (502176b)
audio: widen the class-weight denominator in AudioClassifierBase (9b174dc)
backpropagate the rainbow dqn update instead of index-modulo drift (9c5ae50)
blip: validate ONNX graph options and embedding contracts (c74ecd7)
build each model's options once, not twice (#2228) (b3c786f)
build each model's options once, not twice (#2228) (cfef411)
build: align EF Core packages with SQLite 10.0.12 (0fd4ada)
cap the target-dependence repeats for bounded generated training fixtures (8409679)
ci: a missing retry baseline must not fail the shard (66e4a8e)
ci: accept absent optional delta map inputs (2a878c5)
ci: accept absent optional delta map inputs (921c968)
ci: add the two repaired model-shape sweeps as selectable shards (d1e7fc1)
ci: address PR scoping and directory owner review gaps (2905be0)
ci: bind CPU startup logging environment (8c0b94f)
ci: bind delta reuse to consistent certificates and safe imports (b5e7cc1)
ci: bind execution evidence and preserve generated source maps (6e302c5)
ci: bind reuse evidence and harden workflow regression controls (d550758)
ci: bind source maps to embedded compiler source bytes (c59bc2a)
ci: block superseded push retries before dependent validation (d2fa48d)
ci: bound collection and abstract fixture dependency routing (8420e0f)
ci: bound the delta-map step, decline partial reuse missing an artifact, harden reads (7e4c25f)
ci: bound workflow import and reject malformed evidence (ca0c86b)
ci: build each project once for net10.0 in SonarCloud so analysis can finish (15f981e)
ci: build each project once for net10.0 in SonarCloud so analysis can finish (8b1bf72)
ci: build the two model-shape sweeps in the worker child process (828509c)
ci: checkout validation reuse resolver (52324b8)
ci: checkout validation reuse resolver (566fb7f)
ci: compile a build-only change without running every test (ef47a66)
ci: consume worker tickets once and invalidate unsupported ValueTask evidence (e5fb9eb)
ci: count the whole shard universe when measuring map coverage (b17ff54)
ci: defer pending merge validation and validate all delta effects (9ea50f7)
ci: defer pending merge validation and validate every delta-affected shard (7c43269)
ci: define Sonar validation mode in its job (c78a6f8)
ci: define Sonar validation mode in its job (8d816ca)
ci: eliminate COW and Integration-D shard regressions (4ee6a92)
ci: execute resolver fixture on Linux (58a71a6)
ci: exit 0 after a valid selection, keep result shape uniform, read multi-line modifiers (dce65d3)
ci: expand the shard env vars that were left inside single quotes (d04777c)
ci: expose scheduling inputs and test strict delta arguments (99bc8ee)
ci: extract the shard run block to a script, under the expression limit (93e7ccb)
ci: extract the shard run block to a script, under the expression limit (2774f83)
ci: finish retiring the sweep jobs from the gate and its contract (7bd5ec3)
ci: guard the reduction ratchet on a map actually being built (adf55e7)
ci: harvest coverage runs whose manifest differs from master (02206d2)
ci: harvest maps across manifest changes and keep selection safe under drift (5832c1f)
ci: honor timing noise at the history envelope boundary (8decd96)
ci: keep build-only changes out of the full matrix, and two ratchet review fixes (9da2ebd)
ci: keep caller escape and assertion effects unresolved (244e459)
ci: keep independently tested transport changes selective (04fe1c2)
ci: keep native declaration identity stable across body edits (8a1b0c9)
ci: keep selection reduced and safe when the shard manifest drifts (e04dfcc)
ci: let a retired shard stop wedging map certification (9b2f31f)
ci: make sonarcloud advisory and run its analysis only nightly (19ff561)
ci: make sonarcloud advisory and run its analysis only nightly (63c07b5)
ci: make the selection-reduction ratchet advisory so it cannot refuse a map (17901af)
ci: model xunit lifecycle and bound managed dependencies (4585b22)
ci: move the nightly-only deferral into a tested function so the workflow loads (6d03b3b)
ci: never defer a sweep shard that the change itself requires (5e01b42)
ci: omit artifact import metadata for empty import sets (42cec36)
ci: parse comments and raw fences inside interpolation holes (04e202c)
ci: preserve always-run shards without instrumentation (9994c3a)
ci: preserve required CodeQL status (9de04b8)
ci: preserve source paths across renames (5bb35f3)
ci: preserve unchanged map certification (c46adac)
ci: preserve xUnit lifecycle and revoke stale attribution reports (1172f87)
ci: prove shard selection and merge reuse (8db211e)
ci: re-certify the map on merge, tier build-only changes, and let the nightly carry (3f9d6f0)
ci: record exact case outcomes and avoid large-assembly metadata overflow (0f2a6bb)
ci: reject a coverage run whose manifest is missing or not a list (a1f51a9)
ci: reject ambiguous collection definitions (545fba8)
ci: release canceled workflow runners (9aa0142)
ci: remove the 45 retired auxiliary shard entries (c3fdaa2)
ci: restrict attribute lifecycle roots to runner hooks (cb946ac)
ci: resume verified artifact ranges after interrupted transfers (527cbc2)
ci: retain imported ledger evidence in partial workload plans (1dcfa45)
ci: retain mandatory shards in non-runtime historical audits (d0930d2)
ci: retry transient analysis API failures (b02e758)
ci: reuse exact successful plans across open dependencies (89d24a9)
ci: reuse PR validation after merging behind master; re-run only affected shards (eee7ea6)
ci: reuse PR validation after merging behind master; re-run only affected shards (b15f72e)
ci: route CI policy edits by runtime execution boundaries (74f9b79)
ci: route legacy unit-test namespaces through the remaining shard (0a19106)
ci: route non-runtime changes without full validation (fdee6be)
ci: run an unmapped ordinary shard instead of escalating every pr (0c5b861)
ci: run model sweeps and conformance windows as selectable shards (3774a82)
ci: run model sweeps and conformance windows as selectable shards (130952b)
ci: run sweep and conformance shards nightly instead of on every pull request (b2f5cb6)
ci: run sweep and conformance shards nightly instead of on every pull request (e7967d0)
ci: safely select sweep and conformance workloads (b19ed7a)
ci: select shards from the PR's own change; route tests and uncovered lines (59ca51c)
ci: select shards from the PR's own change; route tests and uncovered lines (8401696)
ci: select shards on post-merge master pushes instead of running all 164 (#2245) (a25c4c9)
ci: skip the shape sweeps when the worker cannot run, instead of failing (3e6b20b)
ci: stabilize attribution bindings and review fact discovery (3cb9218)
ci: stop a documentation change running the whole matrix (ffe35f3)
ci: suppress unrelated validation safely (e371fab)
ci: take the Select step's context through env so master's workflow loads again (c6462b4)
ci: take the Select step's context through env so master's workflow loads again (19ed5a7)
ci: validate selector output contracts (c57e077)
claim disposal atomically and release both sequence clones (2ba9f7c)
classification: avoid int overflow in the multi-label gradient averaging divisor (be0fe95)
clustering: prevent overflow in ARI expected index, X-means variance and G-means correction (c51e93f)
codeql: filter disposal loops explicitly and log instead of swallowing cleanup failures (bbc0943)
codeql: triage all 477 error alerts, fix 139 real ones, clear 2 generator false positives (158add2)
codeql: widen rank-statistic products before overflow and filter genome connections (41457ff)
collapse warmup plus cosine into one fused-expressible scheduler (58dee39)
compare onnx contract shapes through toarray for net471 (00b867c)
decomposition: use a real-valued LOESS bandwidth in STL cycle-subseries smoothing (d7fd6a1)
diffusion: install the FlowMatchingScheduler linear timestep schedule instead of dropping it (da85d4a)
dimensionality-reduction: widen n*p in the SparsePCA reconstruction error (8b0975e)
distributed: keep resized layouts, hybrid topology and transfer restarts correct (64de951)
docs,tests: repair ~900 uncompilable doc examples, gate them, and give the layer invariant harness subscribers (9bcefb6)
enforce GPT4Vision ONNX graph and token contracts (0ed2d26)
evaluation: widen sample-count products in Cochran Q, DeLong, Kruskal-Wallis and Wilcoxon (ea8f5d0)
feature-selection: widen n*n normalisers in distance-correlation, kernel and SURF selectors (18a1958)
feature-selection: widen sample-count products in rank, contingency and point-biserial stats (e92c72f)
finance: add TradingEnvironment.OnReset hook so subclasses reset per-episode state (c50f83e)
finance: address the seven open coderabbit threads on #2175 (f65a14e)
finance: bound the sac policy per the paper and repair trading option copying (5fbb831)
finance: decay FinancialDQNAgent epsilon from EpsilonStart to EpsilonEnd per update (3864c0a)
finance: dispose a2c scratch tensors and make agent seeding test-order independent (3df1155)
finance: dispose batch tensors and drop float-equality reward guard (a441589)
finance: dispose every agent PortfolioExperimentRunner creates, on all paths (032f26c)
finance: dispose the networks trading agents own (2b66dc6)
finance: enforce on-policy rollout ownership and shared mutation boundaries (0eb3f08)
finance: financialDQNAgent never annealed its exploration rate (695d9da)
finance: FinancialDQNAgent never annealed its exploration rate (0d084f3)
finance: fold #2100's dqn schedule fixes and learning tests into this pr (2c78c04)
finance: honour TradingAgentOptions WarmupSteps and HiddenLayers in trading agents (7a3de9c)
finance: implement the SAC, market-making and A2C learning updates (492d92f)
finance: implement the SAC, market-making and A2C learning updates (2bfa682)
finance: make FinancialA2CAgent a softmax policy trained by advantage policy gradient (e2fd3b5)
finance: make RecurrentPolicyAgent release the LSTM cell it owns (9d5850d)
finance: make seeded financial agents train bit-identically (target sync, weight init) (5134269)
finance: repair exploration, policy gradient, determinism and dead options in financial RL agents (f0244a6)
finance: trim the incomplete window in N-HiTS tape pooling instead of throwing (f94efeb)
finance: use zero-mean seeded Gaussian exploration noise in SAC and market-making agents (f5b20a1)
finch: train through the published finch hyperparameters (f2b67e9)
gan: keep wgan's critic score on the tape and close the aidn101 ratchet (81832ea)
generators: give audiopalm the 15-step memorization window (3e31b04)
generators: leave registered parameter components to the registry (fecac2e)
generators: make containing-type walks provably non-null for CodeQL (eebe877)
give generated AudioPaLM probe sufficient paper-optimizer steps (9f7dc4b)
helpers: rethrow a lone disposal failure unchanged; aggregate only several (202e60b)
in-place parameter updates (#1842) + CI cannot report a dead shard as success (#2086) (3185b41)
isolate distributed test sessions and synchronize dashboard readers (d0f9777)
keep Autoformer gradient accumulators alive across tape resets (588c764)
kernels: widen count products in spectrum and bag-of-words string kernels (fb9a75c)
make disposing models and RL agents actually release what they own (e1ae8af)
measure reward following differentially in the rl policy invariant (7bdb525)
measure reward following differentially in the rl policy invariant (c949190)
measure the reward-following probe along the axis that separates the actions (4ab7ba4)
meta-learning: widen the parameter index product in BOIL and Matching Networks (08b5e7d)
metadata: stop model metadata from serializing the model eagerly (#1830) (c32502a)
models: dispose the model copies AiModelResult makes for inference and ensembles (557c719)
models: release the meta-learning result's separate best solution exactly once (0270f36)
models: repair the three shard failures in batch 6 (dee101e)
neat: apply sigmoid node activations in Genome.Activate (1f9ad8e)
neural-networks: refuse a second model on one architecture instead of aliasing it (c3d0b84)
neural-networks: widen element-count products before they overflow int32 (7094add)
nn: make a clone serialize like its source and let ResolveShapes run the real forward (843d677)
nn: make NeuralNetworkBase.Dispose idempotent and guard repeated model disposes (ac580d3)
nn: stop a repeated layer Dispose from re-running derived teardown (a415224)
onnx: enforce ImageBind and LLaVA graph contracts (02d5315)
optimizers: step declared schedules during training instead of freezing them (e5214a7), closes #1928
options: keep constructor validation assembly-internal (bb44595)
options: preserve sequence copies and validate consumed settings (80e7540)
options: preserve sequence copies and validate consumed settings (f8f6488)
options: remove unconsumed shared gradient alias (05f58b9)
options: restore internal Validate and Clip's path-first order (d32c5c2)
options: restore the rest of what the master merge dropped (4e5958b)
options: review fixes for #2130 (24e82fd)
options: separate ONNX-only input configuration from native towers (9511008)
options: use canonical GPT4 native vision width (760f2f9)
options: validate shared GAN channels and clarify migrated VLM documentation (33ed850)
pinn: average the multi-scale PINN epoch loss over the batches actually processed (64a39c6)
playground: reference AiDotNet by project instead of the 0.113.0 package (bf05125)
playground: stop logging email-derived data in the stripe webhook (bfc414f)
preprocessing: prevent int32 overflow in Otsu histogram sums and between-class variance (c2b4ce6)
repair facade shard failures through shared cloning and distributed paths (282ffc1)
repair the tests that had never actually run (af0ec4e)
require state-bound on-policy action provenance (77fbd42)
review: verify sequence scaffold rules and options documentation (4713636)
review: verify sequence scaffold rules and options documentation (19c637e)
rl,gan: match the sac objective to its behaviour policy and untangle the gan concat (331f596)
rl: carry the legal-action mask into the PPO update, not just the selection (cb9601d)
rl: close the five review findings on legal-action masking (6df3bbc)
rl: register every deep agent network so disposing the agent releases it (5a44106)
rl: release every agent network even when one network's Dispose throws (41abacd)
rl: restore the gradient path in the sac actor update (c3d9e99)
rl: retain action legality through A2C updates and DQN replay targets (c38b49d)
rl: size rl fixtures from the model and repair dreamer's dead actor (ca748d6)
runtime: invalidate resized gradients and isolate clone shapes (d3ef93c)
runtime: restore layer shapes and refresh lazy distributed layouts (46e7489)
runtime: restore layer shapes and refresh lazy distributed layouts (2dece39)
scope the target-dependence wall-clock budget to the probe, not to one call (1e7cc6f)
serving: close SQLite sandbox escape and neutralize logged request data (c332e2a)
serving: neutralize caller-controlled values before logging them (f47ffbc)
serving: stop sandboxed sqlite from attaching host database files (94e417e)
statistics: widen pair-count products in Kendall tau, KID and the MMD domain adapter (dd0a38f)
stop monte carlo es predict from cancelling the exploring start (b94fe7d)
stop the clone bit-identity check from running between the two forwards (2dd2ee1)
survival: compute the random survival forest log-rank variance in double (78f0feb)
test-impact: typed failures for null bundle members and an unbounded TRX (2bc8c1d)
testing: lower rl warmup gates instead of outlasting them (1b7c8a7)
testing: size rl fixtures from the model, not a hardcoded state width (3333074)
tests: clear the warmup gate in the dqn exploration schedule fixture (491b58f)
tests: tell an initialisation gap from a training defect in the train/test invariant (08b860d)
tests: use APIs that exist on net471 in the paper-optimizer tests (c9deb46)
tests: use portable typed shape assertions in audio probes (d45d93e)
tests: validate clone fixture with the real generator pipeline (fb27f0a)
timeseries: preserve Autoformer gradients across arena resets (2f0a699)
tts: rebuild a cloned Bark around its own codec, not a fresh default one (2860c39)
validate multimodal contracts and restore shared model state (6b1f3ca)
validate visual-query ONNX configuration against loaded graphs (55e9e8d)
video: declare VideoMAE's default input as a clip it can embed (44208d2)
vislang: close the onnx and correspondence review findings (06831e6)
vislang: validate consumed native geometry and preserve valid defaults (5a5f5b0)
wavelets: use floating-point 3/2 in the Meyer wavelet second transition band (721c7a6)

Refactoring

drop an unused local from the rainbow update (db4df03)
remove write-only collections flagged by CodeQL cs/unused-collection (0951d2d)

Build System

tests/AiDotNet.Tests -f net10.0, 0 errors. (4ec42f0)

Documentation

Epic: model Options classes expose no hyperparameters — 285 of 1,670 are empty #2090: spec — model Options as the user-facing configuration surface (c2d99cf)
ci: correct delta validation planning contract (45ac559)
ci: record independent review and delta reuse proofs (133f89b)
ci: record routing canary evidence (88364e9)
ci: record routing canary evidence (bcf0aaf)
ci: record startup evidence and native proof boundary (9de7c98)
correct the placeholder-defaults claim, measured on the wrong branch (cea3a45), closes #2090
options: reconcile typed configuration contracts and complete phase accounting (e2df961)
pass eagle options to the eagle language model example (9d5dfc5)
prove audio regressions on every test framework (7f5f6cf)
record failure-first action provenance verification (480be82)
record PR2130 native options validation proof (731bcd3)
review: record 419 integrated test passes and binary hashes (34ac3a7)
review: record 419 integrated test passes and binary hashes (31ad157)
review: record independent actual-model options proof (855e0d5)
review: record independent actual-model options proof (dcafab9)
vision-mamba: pass the example's sizes through VisionMambaOptions (d57f0bb)

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Walkthrough

The release manifest advances the root package from version 0.231.0 to 1.0.0, and the changelog adds the dated release entry with breaking changes, features, bug fixes, and performance updates.

Changes

Release metadata

Layer / File(s)	Summary
Version and changelog entry `.release-please-manifest.json`, `CHANGELOG.md`	The root package version changes to 1.0.0, and a categorized changelog section documents API removals and release updates.

Estimated code review effort: 1 (Trivial) | ~2 minutes

Possibly related PRs

ooples/AiDotNet#1884: Makes corresponding release-version and changelog updates for the adjacent release.

🚥 Pre-merge checks | ✅ 4 | ❌ 1

❌ Failed checks (1 warning)

Check name	Status	Explanation	Resolution
Title check	⚠️ Warning	The title identifies a release, but it specifies version 0.232.0 while the pull request creates release 1.0.0. This makes the title inaccurate and misleading.	Change the title to `chore(master): release 1.0.0`.

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Docstring Coverage	✅ Passed	No functions found in the changed files to evaluate docstring coverage. Skipping docstring coverage check.
Linked Issues check	✅ Passed	Check skipped because no linked issues were found for this pull request.
Out of Scope Changes check	✅ Passed	Check skipped because no linked issues were found for this pull request.
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vercel · 2026-07-18T12:50:33Z

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