Exploratory analysis of Bayesian models with Python

A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.

Data Science Using Python

WARNING: This package has been deprecated. Please use the SageMaker Training Toolkit for model training and the SageMaker Inference Toolkit for model serving.

Bayesian Modeling and Probabilistic Programming in Python

Visual analysis and diagnostic tools to facilitate machine learning model selection.

Statsmodels: statistical modeling and econometrics in Python

Solutions to exercises in 'A Primer on Scientific Programming with Python' by Hans Petter Langtangen

An intuitive library to add plotting functionality to scikit-learn objects.

Astronomy and astrophysics core library

Code base for the Learning PySpark book (in preparation)

Tutorials on how to use pandas effectively to do data analysis

Python Data Science Handbook: full text in Jupyter Notebooks

A template for small scientific python projects

common data analysis and machine learning tasks using python

machine learning and deep learning tutorials, articles and other resources