Adventures in Python

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Fitting Equations to Data

  • feeding arguments into an optimizer
  • fitting differential equation systems to data
  • pulling of model points to score against specific data points
  • data fitting in python

Graphing

  • stacked bar graphs
  • Histograms in Python
  • making your own custom bar graph
  • How to Draw in Python Part 2
  • Hot to Draw in Python Part 1

Data Munging

  • sorting with python
  • how to use Groupby in python
  • converting data into other forms
  • finding and modifying elements in a list
  • Manipulating Arrays
  • How to use a nested dictionary
  • searching numpy arrays
  • manipulating sets of repeating numbers
  • patching data
  • sorting hat function
  • list slicing

Bootstrapping

  • How to Bootstrap for Parameter Confidence Intervals in a Fit

Statistics

  • confidence intervals


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  • Data Munging (6)
  • Dynamic Systems (1)
  • First Post (1)
  • Graphs (3)
  • Interaction (1)
  • Lists (2)
  • Optimization (1)
  • Statistics (1)
  • Vectors (1)

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