Predicting the distribution of a variable rather than a point estimate

• Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

  30 26,362 0.0 Jupyter Notebook

  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 ;)

You’re welcome! I would recommend Bayesian Methods for Hackers

• pymc-resources

  5 1,882 3.7 Jupyter Notebook

  PyMC educational resources

  

That course/book has been translated to Python (using PyMC3 for the modeling, but you could also use the Stan examples and run them from Python using CmdStanPy).

• InfluxDB

  www.influxdata.com featured

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• skbel

  1 20 0.0 Python

  SKBEL - Bayesian Evidential Learning framework built on top of scikit-learn.

For multivariate regression, I'm developing a Python package called SKBEL.

Suggest a related project