Skip to main content

Fast implementation of numerical functions using Numba

Project description

Optimized numerical computation using Continuum’s Numba. Intended as a drop-in replacement for numerical functions in numpy, scipy, or builtins. Provides strong performance boosts.

Numba website

Inputs use numpy arrays, not lists. Rough/early release - Open to suggestions and bug reports.

Included functions

  • sum: Similar to builtin sum, or numpy.sum
  • mean: Similar to numpy.mean
  • var: Variance test, similar to numpy.var
  • cov: Covariance estimation, similar to numpy.cov
  • std: Standard deviation, similar to numpy.std
  • corr: Pearson correlation test, similar to scipy.stats.pearsonr
  • bisect: Similar to standard library bisect.bisect
  • bisect_left: Similar to standard library builtin.bisect_left
  • interp: Linear interpoliation, similar to numpy.interp. x is an array.
  • interp_one: Linear interpolation, similar to numpy.interp. x is a single value.
  • detrend: Similar to scipy.signal.detrend. Linear or constant trend.
  • ols: Simple Ordinary Least Squares regression for two data sets.
  • ols_single: Simple Ordinary Least Squares regression for one data set.
  • lin_resids: Residuals calculation from a linear regression with two data sets
  • lin_resids_single: Residuals calculation from a linear regression with one data set.

Project details


Release history Release notifications

This version
History Node

0.1

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Filename, size & hash SHA256 hash help File type Python version Upload date
brisk-0.1-py2.py3-none-any.whl (5.8 kB) Copy SHA256 hash SHA256 Wheel py2.py3 Apr 9, 2015
brisk-0.1.tar.gz (4.1 kB) Copy SHA256 hash SHA256 Source None Apr 9, 2015

Supported by

Elastic Elastic Search Pingdom Pingdom Monitoring Google Google BigQuery Sentry Sentry Error logging CloudAMQP CloudAMQP RabbitMQ AWS AWS Cloud computing Fastly Fastly CDN DigiCert DigiCert EV certificate StatusPage StatusPage Status page