marcharper

python-ternary

:small_red_triangle: Ternary plotting library for python with matplotlib

stationary

:repeat: Stationary distributions for arbitrary finite state Markov processes, including specializations for the Moran, Wright-Fisher, and other processes, exact (when possible) and approximate computations

ds_ml_resources

Data Science and Machine Learning resources, a curated list

pyed

Computes trajectories for evolutionary dynamics.

mpsim

:twisted_rightwards_arrows: Markov process simulator, creates sample trajectories from a transition graph for a Markov process.

DAT-23-NYC

GA Data Science NYC #23

meta-analysis-of-prisoners-dilemma-tournaments

A repo to generate axelrod tournaments

python-data-science-primer

A primer for data science tools in Python

python-data-visualization-course

Course materials for teaching data visualization in Python.

python-ternary-feedstock

A conda-smithy repository for python-ternary.

PythonDataScienceHandbook

Jupyter Notebooks for the Python Data Science Handbook

Yen

:yen: Python scripts for computing the yen and related quantities of trajectories of finite Markov processes.

LA-DS-Practice

Our Practice repository

awesome-public-datasets

An awesome list of high-quality open datasets in public domains (on-going).

Axelrod

:vs: A research tool to run Iterated Prisoner's Dilemma tournaments

Axelrod-notebooks

A repository of example Jupyter notebooks

d2l-en

Dive into Deep Learning, Berkeley STAT 157 (Spring 2019) textbook. With code, math, and discussions.

DAT8

General Assembly's Data Science course in Washington, DC

dit

Python package for information theory.

entropy_rate

Computational methods for exact and approximate computations of stationary distributions and entropy rates of Markov process, particularly those common in evolutionary dynamics.

ertai

Mathematical modelling of Magic the Gathering

fixation

Fixation probabilities calculations and figures.

gitinspector

:bar_chart: The statistical analysis tool for git repositories

hphp

A research paper on intergenerational trauma

latude

Prisoner's dilemma inference code example

phenoseq

Phenotype sequencing modeling and nextgen sequencing data analysis

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 ;)

pyhelpers

tournament

A repository to run the whole suite of strategies in the Axelrod library

wikipedia

Python parsing for Wikipedia XML