Python package

[Quentin62]

Develop PyMixtComp to run C++ executable from python. Reproduce all R functions in python

• [x] Check boost python
• [x] MixtComp class following scikit API with
  • [x] fit
  • [x] predict
  • [x] fit_predict
  • [x] score
  • [x] score_sample
  • [x] predict_proba
  • [x] aic
  • [x] bic
  • [x] icl
  • [x] sample
• [x] multiple run in parallel
• [x] manage different data types:
  • [x] dict
  • [x] numpy array
  • [x] pandas dataframe
• [x] plot functions
  • [x] plotDataCI :
  • [x] plotDataBoxplot :
  • [x] similarities, discriminative power
  • [x] proportion
  • [ ] convergence
• [x] basic mode (auto detection of model using dataframe type)
• [ ] #17
• [x] Getter functions
• [x] data

[Quentin62]

For Basic mode: in a pandas DataFrame, the default NaN value (np.nan) is a float. So we cannot use nan for integer variables otherwise there will be detected as float and their model will be Gaussian instead of Poisson