Feyn

Feyn

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›Setting up the QLattice

Getting Started

  • Quick Start

Using Feyn

  • Introduction to the basic workflow
  • Asking the right questions
  • Formulate hypotheses
  • Analysing and selecting hypotheses
  • What comes next?

Essentials

  • Defining input features
  • Classifiers and Regressors
  • Filtering a QGraph
  • Predicting with a graph
  • Saving and loading graphs
  • Updating your QLattice

Plotting

  • Graph summary
  • Partial plots
  • Segmented loss
  • Goodness of fit
  • Residuals plot

Setting up the QLattice

  • Installation
  • Accessing your QLattice
  • Firewalls and proxies
  • QLattice dashboard

Advanced

  • Causal estimation
  • Converting a graph to SymPy
  • Feature importance estimation
  • Setting themes
  • Saving a graph as an image
  • Tuning the fitting process

Future

  • Future package
  • Diagnostics
  • Inspection
  • Reference
  • Stats
  • Plots

Installation

by: Tom Jelen
(Feyn version 1.2 or newer)

Requirements

  • OS:
    • Debian-based Linux, Ubuntu 18.04+
    • Mac OS X 10.14+
    • Windows
  • Python 3.6, 3.7 or 3.8

Installing Feyn

Feyn is available as Python package through pip.

You can install it with the following command:

richard@feyn:~$ pip3 install feyn
← Residuals plotAccessing your QLattice →
  • Requirements
  • Installing Feyn
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Feyn®, QGraph®, and the QLattice® are registered trademarks of Abzu®