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SauersML/gam

https://github.com/SauersML/gam · scanned 2026-06-16 00:04 UTC (2 months, 3 weeks ago)

391 raw signals (0 security + 391 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 3 weeks ago · v1 · 289 actionable findings from 1 signal source. 102 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
69.5
/100
Security checks
70
0 findings
System graph
70
77.8% cov · 289 findings
Critical
0
click to filter
Agents
10
0 votes
Crowd
0
reported
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 0 High 6 Medium 10 Low 228 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 289 Crowd 0 Layer: Software 21 Frontend 1 Security 6 Cicd 3 Quality 258
Corpus Intelligence Cross-corpus context (cohort percentile, top patterns, fix plan) is shown only on repositories you own. Sign up and connect your repo to view it.
Scan summary Repository scanned at 69.5/100 with 77.8% coverage. It contains 5327 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 391 findings — concentrated in quality (273), cicd (90), software (21). Risk profile is high: 0 critical, 6 high, 48 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 244 of 289 actionable findings. 391 raw detector signals were grouped into reader-sized issues. Click TP / FP to vote on a finding's accuracy — votes adjust the confidence weighting and improve detection across the platform.

high System graph security security conf 1.00 Insecure pattern 'eval_used' in src/inference/quadrature.rs:2523
Found a known-risky pattern (eval_used). Review and replace if possible.
src/inference/quadrature.rs:2523 Eval used
high System graph security security conf 1.00 Insecure pattern 'eval_used' in src/solver/gaussian_reml.rs:3488
Found a known-risky pattern (eval_used). Review and replace if possible.
src/solver/gaussian_reml.rs:3488 Eval used
high System graph security security conf 1.00 Insecure pattern 'eval_used' in src/solver/outer_strategy/fd_audit.rs:173
Found a known-risky pattern (eval_used). Review and replace if possible.
src/solver/outer_strategy/fd_audit.rs:173 Eval used
high System graph security security conf 1.00 Insecure pattern 'eval_used' in src/solver/psi_gram_tensor.rs:367
Found a known-risky pattern (eval_used). Review and replace if possible.
src/solver/psi_gram_tensor.rs:367 Eval used
high System graph security security conf 1.00 Insecure pattern 'eval_used' in src/terms/basis/measure_jet_anisotropy.rs:1239
Found a known-risky pattern (eval_used). Review and replace if possible.
src/terms/basis/measure_jet_anisotropy.rs:1239 Eval used
high System graph security security conf 1.00 Insecure pattern 'eval_used' in src/terms/sae_manifold/construction.rs:2688
Found a known-risky pattern (eval_used). Review and replace if possible.
src/terms/sae_manifold/construction.rs:2688 Eval used
medium System graph quality Placeholder conf 1.00 Critical user flow still appears backed by mock or placeholder data
A payment/auth/admin/order/billing-style flow contains mock, fake, TODO, dummy, or placeholder markers in runtime source. In the Fable corpus this is a high-leverage completeness smell: the app can look finished while the money, identity, or tenant flow is still scaffolded.
Mock dataCritical flowGenerated repo pattern
medium System graph cicd CI/CD security conf 1.00 34 occurrences GitHub Action is tag-pinned rather than SHA-pinned
dtolnay/rust-toolchain@stable can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
12 files, 34 locations
.github/workflows/test.yml:39, 45, 60, 66, 108, 113, 136, 356, +1 more (9 hits)
.github/workflows/pypi-wheels.yml:131, 174, 209, 241, 267 (5 hits)
.github/workflows/build-release-all.yml:148, 155, 160, 235 (4 hits)
.github/workflows/large_scale.yml:36, 111, 114, 201 (4 hits)
.github/workflows/benchmark.yml:236, 239 (2 hits)
.github/workflows/fuzz.yml:31, 34 (2 hits)
.github/workflows/publish.yml:21, 29 (2 hits)
.github/workflows/reference-quality.yml:64, 69 (2 hits)
CI/CD securitySupply chainGithub actions
medium System graph cicd CI/CD security conf 1.00 6 occurrences GitHub Actions workflow grants broad write permissions
CI tokens with write permissions increase blast radius when an action, dependency, or PR workflow is compromised. Prefer job-level least-privilege permissions.
6 files, 6 locations
.github/workflows/build-release-all.yml
.github/workflows/claude-bug-hunt.yml
.github/workflows/claude-fixer.yml
.github/workflows/claude-merger.yml
.github/workflows/claude.yml
.github/workflows/publish.yml
CI/CD securitySupply chainGithub actions
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — bench/gwas_portability/simulate_portability.py:232
`subprocess.run(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — bench/run.py:31
`subprocess.run(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — scripts/duchon_1d_adaptive_jump_demo.py:77
`subprocess.run(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — scripts/duchon_1d_power_compare.py:74
`subprocess.run(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — scripts/duchon_2d.py:116
`subprocess.run(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — scripts/geometric_shapes_demo.py:266
`subprocess.run(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries.
runtime safetyRobustness
medium System graph quality Placeholder conf 1.00 Placeholder or mock-heavy implementation detected
Found 131 placeholder/mock markers across 58 source files. This often means the repo looks complete while core flows still use generated scaffolding or fake data.
Mock dataIncompleteGenerated repo pattern
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 200 console/debugger/print-style debug statements in non-test source. This is a common fast-generation residue before production cleanup.
CleanupRepo hardeningGenerated repo pattern
low System graph cicd CI/CD security conf 1.00 50 occurrences GitHub Action is tag-pinned rather than SHA-pinned
actions/checkout@v5 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
9 files, 50 locations
.github/workflows/benchmark.yml:35, 38, 201, 207, 344, 352, 381, 386, +8 more (16 hits)
.github/workflows/large_scale.yml:28, 31, 63, 77, 91, 103, 106, 171, +8 more (16 hits)
.github/workflows/test.yml:34, 55, 81, 351, 364 (5 hits)
.github/workflows/docs.yml:21, 24, 51 (3 hits)
.github/workflows/fuzz.yml:26, 40, 83 (3 hits)
.github/workflows/reference-quality.yml:47, 204, 476 (3 hits)
.github/workflows/build-release-all.yml:205, 223 (2 hits)
.github/workflows/claude.yml:29
CI/CD securitySupply chainGithub actions
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 10 places
Functions with the same first-5-line body hash: gamfit/smooth.py:to_rust_descriptor, gamfit/smooth.py:to_rust_descriptor, gamfit/smooth.py:to_rust_descriptor, gamfit/smooth.py:to_rust_descriptor This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-cod…
duplicatesduplication
low System graph quality Integrity conf 1.00 12 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: scripts/duchon_1d_adaptive_jump_demo.py:true_curve, scripts/duchon_1d_power_compare.py:true_curve This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or document why they're s…
12 occurrences
repo-level (12 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 4 occurrences Near-duplicate function bodies in 3 places
Functions with the same first-5-line body hash: scripts/duchon_1d_adaptive_jump_demo.py:write_csv, scripts/duchon_1d_power_compare.py:write_csv, scripts/duchon_2d.py:write_csv This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consoli…
4 occurrences
repo-level (4 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 6 places
Functions with the same first-5-line body hash: bench/_run_suite_external.py:run_external_sksurv_rsf_cv, bench/_run_suite_external.py:run_external_sksurv_coxnet_cv, bench/_run_suite_external.py:run_external_lifelines_coxph_enet_cv, bench/_run_suite_external.py:run_external_sksurv_gb_cv This is *th…
duplicatesduplication
low System graph quality Integrity conf 1.00 2 occurrences Near-duplicate function bodies in 7 places
Functions with the same first-5-line body hash: gamfit/smooth.py:intrinsic_dim, gamfit/smooth.py:intrinsic_dim, gamfit/smooth.py:intrinsic_dim, gamfit/smooth.py:intrinsic_dim This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolid…
2 occurrences
repo-level (2 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `cublasDestroy_v2` in gamfit/_cuda.py:222
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph software Dead code conf 1.00 Possibly dead Python function: call
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
gamfit/_frame_torch.py:125
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_check_results
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
bench/gate.py:349
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_scan
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
bench/gate.py:327
low System graph software Dead code conf 1.00 Possibly dead Python function: do_aggregate
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
bench/large_scale/runner.py:2417
low System graph software Dead code conf 1.00 Possibly dead Python function: do_matrix
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
bench/large_scale/runner.py:2469
low System graph software Dead code conf 1.00 Possibly dead Python function: do_prepare
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
bench/large_scale/runner.py:1748
low System graph software Dead code conf 1.00 Possibly dead Python function: do_run_method
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
bench/large_scale/runner.py:2323
low System graph software Dead code conf 1.00 Possibly dead Python function: fwd_bwd
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
gamfit/_frame_jax.py:113
low System graph software Dead code conf 1.00 Possibly dead Python function: fwd_fwd
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
gamfit/_frame_jax.py:110
low System graph software Dead code conf 1.00 Possibly dead Python function: gaussian_log_loss_score
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
bench/_run_suite_datasets.py:621
low System graph software Dead code conf 1.00 Possibly dead Python function: geodesic
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
gamfit/_protocol.py:117
low System graph software Dead code conf 1.00 Possibly dead Python function: heartbeat_loop
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
bench/large_scale/runner.py:1277
low System graph software Dead code conf 1.00 Possibly dead Python function: hook
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
examples/harvest_residual_activations.py:52
low System graph software Dead code conf 1.00 Possibly dead Python function: penalty_value
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
gamfit/_smooth.py:126
low System graph software Dead code conf 1.00 Possibly dead Python function: pump
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
bench/large_scale/runner.py:1324
low System graph software Dead code conf 1.00 Possibly dead Python function: run_tile
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
examples/simplest_atlas.py:149
low System graph software Dead code conf 1.00 Possibly dead Python function: survival_metrics
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
bench/large_scale/runner.py:1102
low System graph software Dead code conf 1.00 Possibly dead Python function: survival_se_at
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
gamfit/_survival.py:257
low System graph software Dead code conf 1.00 Possibly dead Python function: tag
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
bench/fuzz_vs_mgcv.py:73
low System graph software Dead code conf 1.00 Possibly dead Python function: to_pandas
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
gamfit/_sampling.py:195
low System graph software Dead code conf 1.00 Possibly dead Python function: tool_exists
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
bench/large_scale/runner.py:1464
low System graph quality Provenance conf 1.00 Shallow git history limits provenance confidence
The repository is a shallow clone. Origin/evolution analysis cannot distinguish fresh generation, imported legacy code, or long-lived human code with high confidence.
Git historyGenerated repo pattern
low System graph quality Complexity conf 1.00 Very large file: bench/_run_suite_datasets.py (1906 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: bench/_run_suite_external.py (2891 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: bench/large_scale/runner.py (2526 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: bench/run_suite.py (2830 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: build.rs (7251 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: crates/gam-pyffi/src/geometry_ffi.rs (6810 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: crates/gam-pyffi/src/latent_basis_and_sae_ffi.rs (7395 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: crates/gam-pyffi/src/manifold_and_posterior_ffi.rs (6374 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: crates/gam-pyffi/src/model_ffi.rs (6406 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: crates/gam-pyffi/src/reml_latent_fit_ffi.rs (6247 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: crates/gam-pyffi/tests/src_modules/lib_tests.rs (1705 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: gamfit/_api.py (4237 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: gamfit/_model.py (1228 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: gamfit/_sae_manifold.py (2806 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: gamfit/_select_topology.py (1669 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: gamfit/torch/manifold_sae.py (1220 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/cache/store.rs (1546 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/families/bms/axis_direction_search.rs (4118 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/families/bms/block_specs.rs (2825 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/families/bms/cell_moment_assembly.rs (2826 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/families/bms/custom_family_impl.rs (2687 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/families/bms/deviation_runtime.rs (1421 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/families/bms/gpu/row.rs (5415 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/families/bms/gradient_paths.rs (1950 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/families/bms/mod.rs (2014 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/families/bms/row_kernel.rs (1440 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/families/bms/row_primary_hessian.rs (7456 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/families/cubic_cell_kernel.rs (7045 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/families/custom_family/blockwise_solve.rs (2324 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/families/custom_family/covariance.rs (1396 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/families/custom_family/family_trait.rs (1757 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/families/custom_family/fit.rs (1851 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/families/custom_family/joint_newton.rs (4344 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/families/custom_family/outer_objective.rs (9928 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/families/custom_family/psi_design.rs (2744 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/families/custom_family/psi_hyper.rs (2568 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/families/custom_family/tests.rs (8217 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/families/gamlss/binomial/location_scale.rs (2964 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/families/gamlss/binomial/wiggle.rs (3448 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/families/gamlss/binomial/wiggle_custom_family.rs (1202 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/families/gamlss/builders.rs (3128 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/families/gamlss/gaussian/binomial_mean_wiggle.rs (1642 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/families/gamlss/gaussian/joint_psi.rs (1277 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/families/gamlss/gaussian/location_scale.rs (1756 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/families/gamlss/gaussian/wiggle.rs (2937 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/families/gamlss/tests.rs (8023 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/families/identifiability_compiler.rs (3202 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/families/jet_tower.rs (1440 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/families/latent_survival.rs (5709 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/families/lognormal_kernel.rs (1625 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/families/marginal_slope_shared.rs (2323 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/families/multinomial.rs (1987 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/families/multinomial_reml.rs (2247 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/families/row_kernel.rs (2280 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/families/survival.rs (5094 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/families/survival_construction.rs (5095 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/families/survival_location_scale/family_solver.rs (3329 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/families/survival_location_scale/row_kernel.rs (2304 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/families/survival_location_scale/tests.rs (5161 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/families/survival_location_scale/time_block.rs (1384 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/families/survival_marginal_slope/fit_entry.rs (2530 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/families/survival_marginal_slope/hessian.rs (1572 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/families/survival_marginal_slope/joint_eval.rs (2699 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/families/survival_marginal_slope/psi_terms.rs (1437 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/families/survival_marginal_slope/tests.rs (6408 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/families/survival_marginal_slope/timepoint_exact/bidirectional.rs (1318 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/families/survival_marginal_slope_gpu.rs (7110 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/families/survival_marginal_slope_identifiability.rs (3366 lines)
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low System graph quality Complexity conf 1.00 Very large file: src/families/survival_predict.rs (3372 lines)
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low System graph quality Complexity conf 1.00 Very large file: src/families/transformation_normal/psi_operator.rs (1675 lines)
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low System graph quality Complexity conf 1.00 Very large file: src/families/transformation_normal/scop_curvature.rs (1853 lines)
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low System graph quality Complexity conf 1.00 Very large file: src/families/transformation_normal/scop_psi.rs (4174 lines)
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low System graph quality Complexity conf 1.00 Very large file: src/families/transformation_normal/tests.rs (2333 lines)
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low System graph quality Complexity conf 1.00 Very large file: src/geometry/constant_curvature.rs (1165 lines)
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low System graph quality Complexity conf 1.00 Very large file: src/geometry/poincare.rs (1463 lines)
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low System graph quality Complexity conf 1.00 Very large file: src/geometry/response_geometry.rs (1422 lines)
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low System graph quality Complexity conf 1.00 Very large file: src/gpu/arrow_schur.rs (3623 lines)
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low System graph quality Complexity conf 1.00 Very large file: src/gpu/cubic_bspline_moments.rs (2700 lines)
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low System graph quality Complexity conf 1.00 Very large file: src/gpu/pirls_row.rs (3283 lines)
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low System graph quality Complexity conf 1.00 Very large file: src/gpu/polya_gamma.rs (1834 lines)
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low System graph quality Complexity conf 1.00 Very large file: src/gpu/reml_trace.rs (2150 lines)
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low System graph quality Complexity conf 1.00 Very large file: src/inference/alo.rs (2020 lines)
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low System graph quality Complexity conf 1.00 Very large file: src/inference/data.rs (2130 lines)
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low System graph quality Complexity conf 1.00 Very large file: src/inference/formula_dsl.rs (2939 lines)
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low System graph quality Complexity conf 1.00 Very large file: src/inference/full_conformal.rs (3752 lines)
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low System graph quality Complexity conf 1.00 Very large file: src/inference/hmc.rs (7744 lines)
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low System graph quality Complexity conf 1.00 Very large file: src/inference/model.rs (5262 lines)
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low System graph quality Complexity conf 1.00 Very large file: src/inference/predict/mod.rs (9293 lines)
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low System graph quality Complexity conf 1.00 Very large file: src/inference/quadrature.rs (6571 lines)
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low System graph quality Complexity conf 1.00 Very large file: src/inference/row_measure.rs (1501 lines)
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low System graph quality Complexity conf 1.00 Very large file: src/inference/structure_evidence.rs (1130 lines)
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low System graph quality Complexity conf 1.00 Very large file: src/linalg/faer_ndarray.rs (2329 lines)
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low System graph quality Complexity conf 1.00 Very large file: src/linalg/matrix.rs (8589 lines)
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low System graph quality Complexity conf 1.00 Very large file: src/linalg/sparse_exact.rs (1480 lines)
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low System graph quality Complexity conf 1.00 Very large file: src/linalg/utils.rs (1640 lines)
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low System graph quality Complexity conf 1.00 Very large file: src/main/run_fit.rs (2305 lines)
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low System graph quality Complexity conf 1.00 Very large file: src/main/run_predict.rs (1563 lines)
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low System graph quality Complexity conf 1.00 Very large file: src/main/run_survival.rs (2108 lines)
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low System graph quality Complexity conf 1.00 Very large file: src/sae_identifiability.rs (3709 lines)
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low System graph quality Complexity conf 1.00 Very large file: src/solver/active_set.rs (2177 lines)
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low System graph quality Complexity conf 1.00 Very large file: src/solver/arrow_schur/newton_step.rs (2146 lines)
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low System graph quality Complexity conf 1.00 Very large file: src/solver/arrow_schur/reduced_solve.rs (2174 lines)
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low System graph quality Complexity conf 1.00 Very large file: src/solver/arrow_schur/system.rs (3319 lines)
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low System graph quality Complexity conf 1.00 Very large file: src/solver/arrow_schur/tests.rs (3476 lines)
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low System graph quality Complexity conf 1.00 Very large file: src/solver/continuation_path.rs (1371 lines)
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low System graph quality Complexity conf 1.00 Very large file: src/solver/estimate.rs (8489 lines)
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low System graph quality Complexity conf 1.00 Very large file: src/solver/estimate/estimate_policy_tests.rs (1394 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/solver/evidence.rs (3689 lines)
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low System graph quality Complexity conf 1.00 Very large file: src/solver/gaussian_reml.rs (4682 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/solver/gpu/pirls_gpu.rs (4759 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/solver/identifiability_audit.rs (3273 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/solver/identifiability_canonical.rs (2089 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/solver/mixture_link.rs (3079 lines)
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low System graph quality Complexity conf 1.00 Very large file: src/solver/outer_strategy/bridges.rs (2021 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/solver/outer_strategy/objective.rs (1208 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/solver/outer_strategy/run.rs (1925 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/solver/outer_strategy/run_plan.rs (1733 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/solver/outer_strategy/run_plan_tests.rs (3815 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/solver/pirls/gam_working_model.rs (1108 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/solver/pirls/loop_driver.rs (2158 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/solver/pirls/newton_solve.rs (1630 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/solver/pirls/reweight.rs (2278 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/solver/pirls/tests.rs (3224 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/solver/reml/continuation.rs (1425 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/solver/reml/eval.rs (2485 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/solver/reml/firth.rs (3965 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/solver/reml/gradient_hessian.rs (7066 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/solver/reml/hyper.rs (3330 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/solver/reml/jeffreys_subspace.rs (2566 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/solver/reml/mod.rs (4782 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/solver/reml/objective.rs (4671 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/solver/reml/penalty_logdet.rs (1518 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/solver/reml/state_caches.rs (1988 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/solver/reml/unified/hyper_operator.rs (2516 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/solver/reml/unified/objective.rs (1723 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/solver/reml/unified/outer_derivatives/operator.rs (1605 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/solver/reml/unified/penalty_coordinate.rs (1333 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/solver/reml/unified/sparse_cholesky_backends.rs (1729 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/solver/reml/unified/stochastic_trace.rs (1432 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/solver/reml/unified/tests.rs (6677 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/solver/residual_cascade.rs (2218 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/solver/spline_scan.rs (1557 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/solver/structure_harvest.rs (2380 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/solver/topology_selector.rs (1885 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/solver/visualizer.rs (1856 lines)
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low System graph quality Complexity conf 1.00 Very large file: src/solver/workflow/descriptors.rs (1594 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/solver/workflow/fit.rs (2869 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/solver/workflow/materialize.rs (4253 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/solver/workflow/materialize/tests.rs (1685 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/solver/workflow/request.rs (1131 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/terms/analytic_penalties/isometry.rs (1338 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/terms/analytic_penalties/tests.rs (1732 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/terms/anova_atom.rs (1595 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/terms/basis/bspline_build.rs (1640 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/terms/basis/closed_form_penalty.rs (2827 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/terms/basis/constant_curvature_smooth.rs (1321 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/terms/basis/duchon_kernel_math.rs (1826 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/terms/basis/duchon_psi_derivatives.rs (1967 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/terms/basis/duchon_thinplate.rs (1986 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/terms/basis/implicit_psi_derivative.rs (2988 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/terms/basis/matern_kernel.rs (3355 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/terms/basis/measure_jet_anisotropy.rs (1382 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/terms/basis/measure_jet_smooth.rs (2594 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/terms/basis/periodic_duchon.rs (1292 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/terms/basis/radial_jets_nd.rs (1949 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/terms/basis/sphere_basis.rs (2958 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/terms/basis/types.rs (2122 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/terms/construction.rs (3360 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/terms/latent_coord.rs (1770 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/terms/sae/assignment.rs (1230 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/terms/sae/basis.rs (2133 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/terms/sae_candidate_index.rs (1271 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/terms/sae_chart_canonicalization.rs (2927 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/terms/sae_encode_atlas.rs (2013 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/terms/sae_manifold/atom.rs (1218 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/terms/sae_manifold/construction.rs (7961 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/terms/sae_manifold/fit_drivers.rs (3807 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/terms/sae_manifold/outer_objective.rs (1622 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/terms/sae_manifold/penalties.rs (1098 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/terms/sae_manifold/tests.rs (8501 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/terms/smooth/design_construction.rs (7983 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/terms/smooth/spatial_optimization.rs (7153 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/terms/smooth/term_specs.rs (7206 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/terms/smooth_overrides.rs (1334 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/terms/sphere_gpu.rs (2017 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/terms/term_builder.rs (4669 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/types.rs (2654 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: tests/bench_large_scale_runner_test.py (1588 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: tests/objective_gradient_consistency_universal.rs (1454 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: tests/quality_vs_simplex_dirichlet_regression.rs (1278 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: tests/src_modules/basis_duchon_matern_jet_derivative_tests.rs (3843 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: tests/src_modules/basis_radial_periodic_thinplate_tests.rs (7296 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: tests/src_modules/cli_tests.rs (7321 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: tests/src_modules/families_bms_identifiability_rigid_tests.rs (8092 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: tests/src_modules/families_bms_joint_hessian_hvp_correction_tests.rs (3097 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: tests/src_modules/smooth_adaptive_bounded_duchon_tests.rs (3162 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: tests/src_modules/smooth_design_assembly_constraint_tests.rs (7315 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: tests/test_python_api.py (2453 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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