pyCompressor

pyCompressor is a fast python compression code that extracts from an initial PDF set of replicas a subset that most truthfully reproduces the statistical properties of the prior. It is an upadted python version of a C++ code with additional new features.

Introduction

• Why pyCompressor?
• Benchmarks

Theory

• Statistical Estimators
  • Mean Value, Variance, Higher Moments
  • Kolmogorov-Smirnov
  • PDF Correlation

HowTo

• How to use
  • Running GANs within pyCompressor
  • Adiabatic minimization
• PDF grid and Validation plot
• Controlling the parallelization

Modules

• pycompressor
  • pycompressor package

Indices and tables

• Index

• Module Index

• Search Page