Pinned

1. Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

   aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

   Jupyter Notebook 21.6k 6.8k

2. lifelines

   Survival analysis in Python

   Python 1.4k 384

3. tdigest

   t-Digest data structure in Python. Useful for percentiles and quantiles, including distributed enviroments like PySpark

   Python 255 39

4. lifetimes

   Lifetime value in Python

   Python 955 284

5. lifelike

   WIP predicted survival functions

   Python 27 3

6. lifestyles

   Work-In-Progress: conjoint analysis in Python

   Python 42 8