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feat(logistic-distribution): add LogisticDistribution - #172

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JimmyMAndersson merged 1 commit into
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feat/170-logistic-distribution
May 14, 2026
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feat(logistic-distribution): add LogisticDistribution#172
JimmyMAndersson merged 1 commit into
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feat/170-logistic-distribution

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Implements numerically stable PDF and CDF using a symmetric log-sigmoid decomposition (logCDF(z) + logCDF(-z)) that correctly handles ±infinity without NaN. Sampling uses the quantile function via inverse transform.

Fixes: #170

@JimmyMAndersson JimmyMAndersson self-assigned this May 14, 2026
@JimmyMAndersson JimmyMAndersson added feature-request A request for a new feature distribution labels May 14, 2026
…and sampling

Implements numerically stable PDF and CDF using a symmetric log-sigmoid
decomposition (logCDF(z) + logCDF(-z)) that correctly handles ±infinity
without NaN. Sampling uses the quantile function via inverse transform.

Fixes: #170
@JimmyMAndersson
JimmyMAndersson force-pushed the feat/170-logistic-distribution branch from 278bcc2 to 0fadfdf Compare May 14, 2026 08:00
@JimmyMAndersson
JimmyMAndersson merged commit 0c3e611 into main May 14, 2026
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JimmyMAndersson deleted the feat/170-logistic-distribution branch May 14, 2026 08:03
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Add Logistic Distribution

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