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Auto-generated module
🤖 Generated with SplitRS
Functions§
- correlation_
py - Calculate correlation coefficient
- covariance_
py - Calculate covariance
- describe_
py - Compute descriptive statistics - uses optimized implementations Returns dict with mean, std, var, min, max, median, count
- iqr_py
- Calculate interquartile range (IQR) using optimized partial sort
- mean_py
- Calculate mean - optimized with 8-way unrolling and multiple accumulators
- median_
py - Calculate median using optimized partial sort (O(n) instead of O(n log n))
- percentile_
py - Calculate percentile using optimized partial sort q: percentile value (0-100)
- std_py
- Calculate standard deviation - optimized two-pass with multi-accumulator
- ttest_
1samp_ py - One-sample t-test
- ttest_
ind_ py - Two-sample independent t-test
- var_py
- Calculate variance - optimized two-pass with multi-accumulator