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THE CONSCIOUSNESS ATLAS
Read. Experiment. Follow the evidence.

The equation library

Every recovered mathematical record has an individual page. Browse original equations, code expressions, indexed components, parameter definitions, and explicitly unresolved source slots.

2,910 recordsSource snapshot 2026-10-17

Counts refer to mathematical records, including implemented expressions and generated instances. They are not counts of independently validated theories. Exact occurrences and unresolved slots remain traceable. Read the complete 1–516 source index ↗ · Inspect the scan decisions ↗

2,910 records · page 33 of 59Search the source archive ↗

gh-eq-1e96a5efc098f66d

func (q *Queries) ListCandidatesForIntel(ctx context.Context, limit int32) ([]Candidate, error)

This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “func (q *Queries) ListCandidatesForIntel(ctx context.Context, limit int32) ([]Candidate, error)”. It specifies the displayed relationship between the named…

Implementation mathematicsSource recovered; runtime not executed

Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion (k=60).

gh-eq-ce00876a4bef9637

func (q *Queries) ListCandidatesForIntel(ctx context.Context, limit int32) ([]Candidate, error)

This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “func (q *Queries) ListCandidatesForIntel(ctx context.Context, limit int32) ([]Candidate, error)”. It specifies the displayed relationship between the named…

Implementation mathematicsSource recovered; runtime not executed

Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion (k=60).

gh-eq-db01bddcf09ab20b

func (q *Queries) ListCandidatesForIntel(ctx context.Context, limit int32) ([]Candidate, error)

This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “func (q *Queries) ListCandidatesForIntel(ctx context.Context, limit int32) ([]Candidate, error)”. It specifies the displayed relationship between the named…

Implementation mathematicsSource recovered; runtime not executed

Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion (k=60).

gh-eq-44d3f6b68627cb12

func (q *Queries) ListCandidatesForIntel(ctx context.Context, limit int32) ([]Candidate, error)

This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “func (q *Queries) ListCandidatesForIntel(ctx context.Context, limit int32) ([]Candidate, error)”. It specifies the displayed relationship between the named…

Implementation mathematicsSource recovered; runtime not executed

Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion (k=60).

gh-eq-efdfd7bda63a3d44

func (q *Queries) ListCandidatesForIntel(ctx context.Context, limit int32) ([]Candidate, error)

This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “func (q *Queries) ListCandidatesForIntel(ctx context.Context, limit int32) ([]Candidate, error)”. It specifies the displayed relationship between the named…

Implementation mathematicsSource recovered; runtime not executed

Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion (k=60).

gh-eq-a4a27643e105d5eb

func (q *Queries) ListCandidatesForIntel(ctx context.Context, limit int32) ([]Candidate, error)

This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “func (q *Queries) ListCandidatesForIntel(ctx context.Context, limit int32) ([]Candidate, error)”. It specifies the displayed relationship between the named…

Implementation mathematicsSource recovered; runtime not executed

Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion (k=60).

gh-eq-5da2c20889d881c7

func (q *Queries) ListCandidatesForIntel(ctx context.Context, limit int32) ([]Candidate, error)

This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “func (q *Queries) ListCandidatesForIntel(ctx context.Context, limit int32) ([]Candidate, error)”. It specifies the displayed relationship between the named…

Implementation mathematicsSource recovered; runtime not executed

Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion (k=60).

gh-eq-b4c63dfb80ab5474

func (q *Queries) ListCandidatesForIntel(ctx context.Context, limit int32) ([]Candidate, error)

This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “func (q *Queries) ListCandidatesForIntel(ctx context.Context, limit int32) ([]Candidate, error)”. It specifies the displayed relationship between the named…

Implementation mathematicsSource recovered; runtime not executed

Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion (k=60).

gh-eq-c17054b213577de4

func (q *Queries) ListCandidatesForIntel(ctx context.Context, limit int32) ([]Candidate, error)

This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “func (q *Queries) ListCandidatesForIntel(ctx context.Context, limit int32) ([]Candidate, error)”. It specifies the displayed relationship between the named…

Implementation mathematicsSource recovered; runtime not executed

Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion (k=60).

gh-eq-5130f735d82f5f87

func (q *Queries) ListCandidatesForIntel(ctx context.Context, limit int32) ([]Candidate, error)

This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “func (q *Queries) ListCandidatesForIntel(ctx context.Context, limit int32) ([]Candidate, error)”. It specifies the displayed relationship between the named…

Implementation mathematicsSource recovered; runtime not executed

Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion (k=60).

gh-eq-8bc74124f57171b1

func (q *Queries) ListCandidatesForIntel(ctx context.Context, limit int32) ([]Candidate, error)

This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “func (q *Queries) ListCandidatesForIntel(ctx context.Context, limit int32) ([]Candidate, error)”. It specifies the displayed relationship between the named…

Implementation mathematicsSource recovered; runtime not executed

Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion (k=60).

gh-eq-1455d560703562cc

func (q *Queries) ListCandidatesForIntel(ctx context.Context, limit int32) ([]Candidate, error)

This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “func (q *Queries) ListCandidatesForIntel(ctx context.Context, limit int32) ([]Candidate, error)”. It specifies the displayed relationship between the named…

Implementation mathematicsSource recovered; runtime not executed

Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion (k=60).

gh-eq-37f9eb675b1b53e6

func (q *Queries) ListCandidatesForIntel(ctx context.Context, limit int32) ([]Candidate, error)

This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “func (q *Queries) ListCandidatesForIntel(ctx context.Context, limit int32) ([]Candidate, error)”. It specifies the displayed relationship between the named…

Implementation mathematicsSource recovered; runtime not executed

Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion (k=60).

gh-eq-0d4e64b255c039fc

func (q *Queries) ListCandidatesForIntel(ctx context.Context, limit int32) ([]Candidate, error)

This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “func (q *Queries) ListCandidatesForIntel(ctx context.Context, limit int32) ([]Candidate, error)”. It specifies the displayed relationship between the named…

Implementation mathematicsSource recovered; runtime not executed

Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion (k=60).

gh-eq-992ff4314d698bed

func (q *Queries) ListCandidatesForIntel(ctx context.Context, limit int32) ([]Candidate, error)

This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “func (q *Queries) ListCandidatesForIntel(ctx context.Context, limit int32) ([]Candidate, error)”. It specifies the displayed relationship between the named…

Implementation mathematicsSource recovered; runtime not executed

Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion (k=60).

gh-eq-ab0acc9c4120d4e6

func (q *Queries) ListCandidatesForIntel(ctx context.Context, limit int32) ([]Candidate, error)

This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “func (q *Queries) ListCandidatesForIntel(ctx context.Context, limit int32) ([]Candidate, error)”. It specifies the displayed relationship between the named…

Implementation mathematicsSource recovered; runtime not executed

Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion (k=60).

gh-eq-d9b6933b404bcf92

func (q *Queries) ListCandidatesForIntel(ctx context.Context, limit int32) ([]Candidate, error)

This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “func (q *Queries) ListCandidatesForIntel(ctx context.Context, limit int32) ([]Candidate, error)”. It specifies the displayed relationship between the named…

Implementation mathematicsSource recovered; runtime not executed

Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion (k=60).

gh-eq-17da53f9c5c010d0

func (q *Queries) ListCandidatesForIntel(ctx context.Context, limit int32) ([]Candidate, error)

This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “func (q *Queries) ListCandidatesForIntel(ctx context.Context, limit int32) ([]Candidate, error)”. It specifies the displayed relationship between the named…

Implementation mathematicsSource recovered; runtime not executed

Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion (k=60).

gh-eq-2339d652cdd445a7

func (q *Queries) ListCandidatesScoped(ctx context.Context, arg ListCandidatesScopedParams) ([]Candidate, error)

This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “func (q *Queries) ListCandidatesScoped(ctx context.Context, arg ListCandidatesScopedParams) ([]Candidate, error)”. It specifies the displayed relationship between…

Implementation mathematicsSource recovered; runtime not executed

Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion (k=60).

gh-eq-790e1c956541070e

func (sm *StrandMathematics) BondFormationG16() float64 · Crosslink returns Crosslink(i,j)

This relation defines Crosslink returns Crosslink(i,j) in the source section “func (sm *StrandMathematics) BondFormationG16() float64 · Crosslink returns Crosslink(i,j)”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation depends on the source’s…

Implementation mathematicsSource recovered; runtime not executed

Crosslink returns Crosslink(i,j) = (D_i · D_j)/φ^{|i-j|}

gh-eq-785ff1c6d31b30fb

func (sm *StrandMathematics) HelixSum16() float64 · BondFormationG16 returns Bond_G16

This relation defines BondFormationG16 returns Bond_G16 in the source section “func (sm *StrandMathematics) HelixSum16() float64 · BondFormationG16 returns Bond_G16”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation depends on the source’s…

Implementation mathematicsSource recovered; runtime not executed

BondFormationG16 returns Bond_G16 = Π(1 + D_k/Helix₁₆)

gh-eq-6d25d151cb3ddc39

func (sm *StrandMathematics) ModularExtraction(k int) float64 · FusionIntegral returns Fusion

This relation defines FusionIntegral returns Fusion in the source section “func (sm *StrandMathematics) ModularExtraction(k int) float64 · FusionIntegral returns Fusion”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation depends on the source’s…

Implementation mathematicsSource recovered; runtime not executed

FusionIntegral returns Fusion = Σ(|T_k| · φ⁻ᵏ)

gh-eq-3cb85e10b05b02ad

func (sm *StrandMathematics) computeTransforms() · ModularExtraction returns X_k

This relation defines ModularExtraction returns X_k in the source section “func (sm *StrandMathematics) computeTransforms() · ModularExtraction returns X_k”. Uses a remainder or modular operation, retaining the numeric representation used in the source. Its interpretation depends on the source’s…

Implementation mathematicsSource recovered; runtime not executed

ModularExtraction returns X_k = |T_k| mod φ^k

gh-eq-7930e24e0524c9ae

func (sm *StrandMathematics) computeTransforms() · Transform: T_k

This relation defines Transform: T_k in the source section “func (sm *StrandMathematics) computeTransforms() · Transform: T_k”. Evaluates oscillatory sine or cosine terms using the stated phase or frequency. Its interpretation depends on the source’s stated variables and conditions; this record…

Implementation mathematicsSource recovered; runtime not executed

Transform: T_k = S_k · (cos(k) + i·sin(k))

gh-eq-b5bbc1cabbc687c6

func (sm *StrandMathematics) initialize() · HelixSum16 returns Helix₁₆

This relation defines HelixSum16 returns Helix₁₆ in the source section “func (sm *StrandMathematics) initialize() · HelixSum16 returns Helix₁₆”. Evaluates oscillatory sine or cosine terms using the stated phase or frequency. Its interpretation depends on the source’s stated variables and…

Implementation mathematicsSource recovered; runtime not executed

HelixSum16 returns Helix₁₆ = Σ D_k·sin(kφ)

gh-eq-af1a8b2580bb5b48

func (sys *G16HelixSystem) Tick(dt float64) · Update global phase: φ(t)

This relation defines Update global phase: φ(t) in the source section “func (sys *G16HelixSystem) Tick(dt float64) · Update global phase: φ(t)”. Uses a remainder or modular operation, retaining the numeric representation used in the source. Its interpretation depends on the source’s stated…

Implementation mathematicsSource recovered; runtime not executed

Update global phase: φ(t) = (2πt/10.6) mod 2π

gh-eq-2edbee78ed36dde9

func (sys *G16HelixSystem) Tick(dt float64) · Update strand states: S_k(t)

This relation defines Update strand states: S_k(t) in the source section “func (sys *G16HelixSystem) Tick(dt float64) · Update strand states: S_k(t)”. Applies an exponential factor. The exponent determines its real scaling or, for a complex exponent, its phase. Its interpretation depends on the…

Implementation mathematicsSource recovered; runtime not executed

Update strand states: S_k(t) = A_k · e^{i(ωt + 2πk/10.6)}

gh-eq-34ffedc8e7c22fb0

func (t *Thermodynamics) GibbsFreeEnergy(bondEnergies []float64, GCoop float64) float64 · MeltingTemperature: T_m

This relation defines MeltingTemperature: T_m in the source section “func (t *Thermodynamics) GibbsFreeEnergy(bondEnergies []float64, GCoop float64) float64 · MeltingTemperature: T_m”. Uses logarithmic scaling; its base and the positivity of its argument matter. Its interpretation depends on the…

Implementation mathematicsSource recovered; runtime not executed

MeltingTemperature: T_m = ΔH°_44/(ΔS°_44 + R·ln(C_t)) × (10.6/10.4)

gh-eq-2a3c587655a9976e

func (t *Thermodynamics) GibbsFreeEnergy(bondEnergies []float64, GCoop float64) float64 · ΔG°_10.6

This relation defines ΔG°_10.6 in the source section “func (t *Thermodynamics) GibbsFreeEnergy(bondEnergies []float64, GCoop float64) float64 · ΔG°_10.6”. Uses logarithmic scaling; its base and the positivity of its argument matter. Its interpretation depends on the source’s stated variables and…

Implementation mathematicsSource recovered; runtime not executed

ΔG°_10.6 = -RT · ln(10.6/10.4) = -0.019 RT

gh-eq-1e9842c0f4d989d9

func (t *Thermodynamics) PartitionFunction(energies, configParams []float64) float64 · PerBondFreeEnergy: ΔG_bond

This relation defines PerBondFreeEnergy: ΔG_bond in the source section “func (t *Thermodynamics) PartitionFunction(energies, configParams []float64) float64 · PerBondFreeEnergy: ΔG_bond”. Uses logarithmic scaling; its base and the positivity of its argument matter. Its interpretation depends on the…

Implementation mathematicsSource recovered; runtime not executed

PerBondFreeEnergy: ΔG_bond = -k_B T · ln(Z)/44

gh-eq-155b4604b8dda3d1

func (t *Thermodynamics) PerBondFreeEnergy(Z float64) float64 · GibbsFreeEnergy: ΔG°_total

This relation defines GibbsFreeEnergy: ΔG°_total in the source section “func (t *Thermodynamics) PerBondFreeEnergy(Z float64) float64 · GibbsFreeEnergy: ΔG°_total”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation depends on the source’s stated…

Implementation mathematicsSource recovered; runtime not executed

GibbsFreeEnergy: ΔG°_total = Σ ΔG°_bond(n) + ΔG°_coop + ΔG°_10.6

gh-eq-4900f5dfa73971d2

func BondArcLength() float64 · VerticalRisePerBond returns Δz_bond

This relation defines VerticalRisePerBond returns Δz_bond in the source section “func BondArcLength() float64 · VerticalRisePerBond returns Δz_bond”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation depends on the source’s stated variables and…

Implementation mathematicsSource recovered; runtime not executed

VerticalRisePerBond returns Δz_bond = P/44 = 0.0819 nm

gh-eq-48f9c9b4a2f82730

func Fibonacci(n int) uint64 · FibonacciScaledStrand returns D_k

This relation defines FibonacciScaledStrand returns D_k in the source section “func Fibonacci(n int) uint64 · FibonacciScaledStrand returns D_k”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation depends on the source’s stated variables and…

Implementation mathematicsSource recovered; runtime not executed

FibonacciScaledStrand returns D_k = φ^k · F_k

gh-eq-f258c68c6d228345

func FitLogistic(x [][]float64, y []int, l2 float64) (LogisticModel, error) · the design row is xi

This relation defines the design row is xi in the source section “func FitLogistic(x [][]float64, y []int, l2 float64) (LogisticModel, error) · the design row is xi”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation depends on the source’s…

Implementation mathematicsSource recovered; runtime not executed

the design row is xi = [1, z_i0, z_i1, ...]; g += xi*r and h += w * xi xi^T

gh-eq-f9f6c5ad93528cf1

func FitPlatt(scores []float64, y []int) (a, b float64, err error) · standardized eta

This relation defines standardized eta in the source section “func FitPlatt(scores []float64, y []int) (a, b float64, err error) · standardized eta”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation depends on the source’s stated variables and…

Implementation mathematicsSource recovered; runtime not executed

standardized eta = Intercept + Coeff*(s-mean)/scale = (Coeff/scale)*s + (Intercept - Coeff*mean/scale)

gh-eq-c5e54b57f2a2c086

func FullG16Transform10_6() Matrix3x3 · Phase returns phase(i,t)

This relation defines Phase returns phase(i,t) in the source section “func FullG16Transform10_6() Matrix3x3 · Phase returns phase(i,t)”. Uses a remainder or modular operation, retaining the numeric representation used in the source. Its interpretation depends on the source’s stated variables and…

Implementation mathematicsSource recovered; runtime not executed

Phase returns phase(i,t) = ⌊(t + offset_i)/10.6⌋ mod 16

gh-eq-09ad15b547e82281

func HybridSearch(ctx context.Context, db tenant.DB, client inference.Client, query, mission string, limit int) ([]Hit, error)

This relation defines MATERIALIZED two arm fusion with k in the source section “func HybridSearch(ctx context.Context, db *tenant.DB, client *inference.Client, query, mission string, limit int) ([]Hit, error)”. It specifies the displayed relationship between the named quantities or parameters. Its…

Implementation mathematicsSource recovered; runtime not executed

MATERIALIZED two arm fusion with k=60 the candidate query uses.

gh-eq-786ec72528fba493

func NewBondDynamics() *BondDynamics · SingleBondDerivative: db_n/dt

This relation defines SingleBondDerivative: db_n/dt in the source section “func NewBondDynamics() *BondDynamics · SingleBondDerivative: db_n/dt”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation depends on the source’s stated variables and…

Implementation mathematicsSource recovered; runtime not executed

SingleBondDerivative: db_n/dt = k_f·(1-b_n) - k_b·b_n

gh-eq-db1480f950f0336b

func NewBondEnergy() *BondEnergy · IntraStrandEnergy: E_intra(k)

This relation defines IntraStrandEnergy: E_intra(k) in the source section “func NewBondEnergy() *BondEnergy · IntraStrandEnergy: E_intra(k)”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation depends on the source’s stated variables and…

Implementation mathematicsSource recovered; runtime not executed

IntraStrandEnergy: E_intra(k) = ½κ_intra(L_k - L₀)²

gh-eq-d54217b6633f3e63

func NewKineticRates() *KineticRates · ActivationEnergyFormation: E_a^f(n)

This relation defines ActivationEnergyFormation: E_a^f(n) in the source section “func NewKineticRates() *KineticRates · ActivationEnergyFormation: E_a^f(n)”. Evaluates oscillatory sine or cosine terms using the stated phase or frequency. Its interpretation depends on the source’s stated variables…

Implementation mathematicsSource recovered; runtime not executed

ActivationEnergyFormation: E_a^f(n) = E_0^f + ΔE_f·sin²(πn/44) + E_10.6·cos(2πn/10.6)

gh-eq-9744d9fe1672f023

func NewOps() *Ops · MatMul performs matrix multiplication: C

This relation defines MatMul performs matrix multiplication: C in the source section “func NewOps() *Ops · MatMul performs matrix multiplication: C”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation depends on the source’s stated variables and…

Implementation mathematicsSource recovered; runtime not executed

MatMul performs matrix multiplication: C = A @ B

gh-eq-ed8e75e4dda519ae

func Rotation10_6(k int) Matrix3x3 · FullG16Transform returns G¹⁶

This relation defines FullG16Transform returns G¹⁶ in the source section “func Rotation10_6(k int) Matrix3x3 · FullG16Transform returns G¹⁶”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation depends on the source’s stated variables and…

Implementation mathematicsSource recovered; runtime not executed

FullG16Transform returns G¹⁶ = Π R_k

gh-eq-cb97f34fbd56995b

func TestAdverseImpactComplianceJoin(t *testing.T) · Female ratio

This relation defines Female ratio in the source section “func TestAdverseImpactComplianceJoin(t *testing.T) · Female ratio”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation depends on the source’s stated variables and conditions; this record…

Implementation mathematicsSource recovered; runtime not executed

Female ratio = 0.25 / 1.0 = 0.25, below the 0.80 four fifths threshold, so it must be flagged.

gh-eq-7e1e388076d87e3a

func TestBenchRouteSuppressesSubKInAnswerPath(t *testing.T) · holds

This relation defines holds in the source section “func TestBenchRouteSuppressesSubKInAnswerPath(t *testing.T) · holds”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation depends on the source’s stated variables and conditions; this record does…

Implementation mathematicsSource recovered; runtime not executed

holds = k+2 (a published worthy count), lacks = 3 (sub k). In a two bucket partition the sub k cell

gh-eq-c29a207eab11adfe

func TestCaptureReadinessComposesTheBidDecision(t testing.T) · 0.350.5 + 0.300.667 + 0.200.2 + 0.15*0.3

This relation defines 0.35*0.5 + 0.30*0.667 + 0.20*0.2 + 0.15*0.3 in the source section “func TestCaptureReadinessComposesTheBidDecision(t *testing.T) · 0.35*0.5 + 0.30*0.667 + 0.20*0.2 + 0.15*0.3”. It specifies the displayed relationship between the named quantities or parameters. Its…

Implementation mathematicsSource recovered; runtime not executed

0.35*0.5 + 0.30*0.667 + 0.20*0.2 + 0.15*0.3 = 0.46 => REVIEW. Assert the band is REVIEW.

gh-eq-63db24cef9f965cb

func TestCompositionMonotonicity(t *testing.T) · FIXED PUBLISHED CONSTANT. For sigma

This relation defines FIXED PUBLISHED CONSTANT. For sigma in the source section “func TestCompositionMonotonicity(t *testing.T) · FIXED PUBLISHED CONSTANT. For sigma”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation depends on the source’s…

Implementation mathematicsSource recovered; runtime not executed

FIXED PUBLISHED CONSTANT. For sigma = 1.0, a single Gaussian query (no subsampling), delta = 1e-5, the

gh-eq-5c6ae1f9fcf72fa1

func TestCompositionMonotonicity(t *testing.T) · RDP accountant over a dense order grid yields the analytic optimum epsilon

This relation defines RDP accountant over a dense order grid yields the analytic optimum epsilon in the source section “func TestCompositionMonotonicity(t *testing.T) · RDP accountant over a dense order grid yields the analytic optimum epsilon”. It specifies the displayed relationship between the…

Implementation mathematicsSource recovered; runtime not executed

RDP accountant over a dense order grid yields the analytic optimum epsilon = 5.2985261 (optimal order

gh-eq-6afcb7dd8b7f5111

func TestCompositionMonotonicity(t *testing.T) · SOURCE AND DERIVATION. For the Gaussian mechanism with noise multiplier sigma and no subsampling (q

This relation defines SOURCE AND DERIVATION. For the Gaussian mechanism with noise multiplier sigma and no subsa in the source section “func TestCompositionMonotonicity(t *testing.T) · SOURCE AND DERIVATION. For the Gaussian mechanism with noise multiplier sigma and no subsampling (q”. It specifies…

Implementation mathematicsSource recovered; runtime not executed

SOURCE AND DERIVATION. For the Gaussian mechanism with noise multiplier sigma and no subsampling (q = 1),

gh-eq-1b2e0c5a356cb262

func TestConfidenceBounds(t testing.T) · 0.60 + 0.250.4 + 0.150

This relation defines 0.6*0 + 0.25*0.4 + 0.15*0 in the source section “func TestConfidenceBounds(t *testing.T) · 0.6*0 + 0.25*0.4 + 0.15*0”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation depends on the source’s stated variables and…

Implementation mathematicsSource recovered; runtime not executed

0.6*0 + 0.25*0.4 + 0.15*0 = 0.1

gh-eq-bbb2c13085ff9832

func TestConfusionMatrixPrecisionAndRecall(t *testing.T) · Green precision

This relation defines Green precision in the source section “func TestConfusionMatrixPrecisionAndRecall(t *testing.T) · Green precision”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation depends on the source’s stated variables and conditions;…

Implementation mathematicsSource recovered; runtime not executed

Green precision = 2 / (2+1) = 0.666...

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