zuzannna

Zuzanna Kłyszejko's starred repositories

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 ;)

Language:Jupyter NotebookMIT26703 1371 245

pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

Language:Jupyter NotebookNOASSERTION22050 1483 123

visdom

A flexible tool for creating, organizing, and sharing visualizations of live, rich data. Supports Torch and Numpy.

Language:PythonApache-2.09990 185 560

causalml

Uplift modeling and causal inference with machine learning algorithms

Language:PythonNOASSERTION5003 84 393

lifelines

Survival analysis in Python

Language:PythonMIT2348 70 967

collection

The Museum of Modern Art (MoMA) collection data

CC0-1.01389 103 28

bayesian-stats-modelling-tutorial

How to do Bayesian statistical modelling using numpy and PyMC3

Language:Jupyter NotebookMIT656 26 42

Causalinference

Causal Inference in Python

Language:PythonBSD-3-Clause543 23 12

collection

Tate Collection metadata

Language:PythonCC0-1.0510 60 27

tdigest

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

Language:PythonMIT381 12 36

pylift

Uplift modeling package.

Language:PythonBSD-2-Clause369 21 28

timereg

timereg R package, survival analysis methods

Language:R29 2 11

pydata_2018

Repo for PyData 2018 tuorial

Language:Jupyter Notebook12 30

ghc2019_workshop

Build With Us: IoT to Keep Your Plants Alive!

Language:C++10 10

WM_resource_allocation

modeling how people allocate attentional and memory resources on a spatial working memory task

Language:MATLAB4 10

ising

Testing whether samples of binary data are described well by a high temperature Ising model

Language:Jupyter NotebookMIT4 20