Julia

Julia

Julia is a fast and user-friendly programming language for high-performance scientific computing.

PyMC3

PyMC3

PyMC3 is a Python-based statistical modeling tool for Bayesian statistical modeling and Probabilistic Machine Learning which focuses on advanced Markov chain Monte Carlo and variational fitting algorithms.

Stan

Stan

Stan is a platform for Bayesian modeling, inference, and visualization on the frontiers of applied statistics.

nteract

nteract

nteract is a stand-alone desktop application for developing computational notebooks. nteract allows users to craft narratives involving text, code, images, and data on the desktop rather than through a web application.

IPython

IPython

IPython is an enhanced interactive Python environment aimed at maximizing productivity in workflows that combine data, computation and exploratory programming. It gave rise to the larger, cross-language Project Jupyter, and it continues to provide the default Python environment for the Jupyter platform.