Tutorials

This part of the documentation guides you through all of the library’s usage patterns.

• 1. Levenberg Marquardt Fitting
  • 1.1. Conventions and best approaches
  • 1.2. Initial imports
  • 1.3. Single Cl titration.
  • 1.4. Fit titration with multiple ts
    • 1.4.1. lmfit of single y1 using analytical Jacobian
      • 1.4.1.1. emcee
    • 1.4.2. using lmfit with np.r_ trick
    • 1.4.3. lmfit constraints aiming for generality
      • 1.4.3.1. emcee
    • 1.4.4. bootstrap con pandas
    • 1.4.5. lmfit.Model
  • 1.5. Model: example 2P Cl–ratio
• 2. Getting started with prtecan
  • 2.1. To parse a Tecan file
  • 2.2. To group list of files into a titration
  • 2.3. pH titration analysis
  • 2.4. Cl titration analysis
  • 2.5. Fitting
    • 2.5.1. selection
    • 2.5.2. combining
• 3. Getting started with prenspire
• 4. Old scripts
  • 4.1. fit_titration.py
  • 4.2. fit_titration_global.py
  • 4.3. IBF database uses