distfit

Background

  • Abstract

Installation

  • Quickstart
  • Installation
  • Uninstalling

Methods

  • Parametric
  • Quantiles
  • Percentiles
  • Discrete

Generate Synthetic data

  • Generate Synthetic data

Performance

  • Parameter fitting
  • Probability Density Function fitting
  • Bootstrapping
  • Varying sample sizes
  • Smoothing
  • Integer fitting

Plots

  • Basic plot
  • Plot all fitted distributions
  • Combine plots
  • Change chart properties
  • QQ plot
  • Line plots

Save and Load

  • Saving
  • Loading

Examples

  • Quick start to find best fitting distribution
  • Fit for one specific distribution
  • Fit for multiple distributions
  • Make predictions
  • Parallel Computing

Functions

  • Initialization
  • Detect best Fit
  • Predict
  • Generate Synthetic data
  • Compute Density
  • Bootstrapping
  • Get Distributions
  • Plot PDF/CDF
  • QQ-plot
  • Plot Summary
  • Save
  • Load

Documentation

  • Sponsor
  • Medium Blog
  • Github
  • Colab Notebook
  • Citing
  • Coding quality
  • API References
Index
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© Copyright 2020, Erdogan Taskesen.

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