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Module numerical

Module numerical 

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Numerical utilities for statistical computing

Functionsยง

all_finite
Check if all values in an array are finite
all_finite_2d
Check if all values in a 2D array are finite
clip
Clip values to a specified range
correlation_matrix
Compute the pairwise correlation matrix (from original tools/utils.rs)
covariance_matrix
Compute the covariance matrix (from original tools/utils.rs)
is_finite
Check if a value is finite (not NaN or infinite)
log_sum_exp
Compute log-sum-exp for numerical stability
logistic
Logistic function (alias for sigmoid)
logit
Logit function (inverse of sigmoid)
min_max_normalize
Min-max normalization to [0, 1] range
replace_inf
Replace infinite values with a specified value
replace_nan
Replace NaN values with a specified value
sigmoid
Sigmoid function
softmax
Softmax function for probability distribution
standardize
Standardize array (z-score normalization)