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First stab at adding Bayesian transfer function model for graded ITS

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causalpy
- experiments
  - graded_intervention_its.py
- pymc_models.py
- tests
  - test_integration_pymc_examples.py
docs/source/notebooks
- graded_intervention_time_series_single_channel_ols.ipynb

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