Giter Club home page Giter Club logo

pystable's Introduction

stable

python wrapper for alpha stable distributions in C++

master

Docker

build image

$ make build-image

pull pre-built image

$ docker pull demiurge/stable:latest

build

$ make build

install

# run the docker image in the project root
$ docker run --rm -it \
  `pwd`:/app \
  -w /app \
  demiurge/stable:latest \
  /bin/bash
$ python ./setup.py develop

example

root@8044a2d130a4:~# python
>>> import stable
>>> import numpy as np
>>>
>>> z = np.random.normal(0, 1, 1000)
>>> d = stable.alpha_stable_fit(z)
>>> print(d)
{
  'mu': 0.04784171761871786,
  'sigma': 0.7193377102627662,
  'alpha': 2.0,
  'beta': 0.0
}

pystable's People

Contributors

o-90 avatar

Stargazers

 avatar  avatar  avatar  avatar  avatar  avatar

Watchers

 avatar  avatar

pystable's Issues

macos support

  • make pip install for local mac development
  • need to get libstable to install in osx
  • will involve brew installing gsl, blas

update readme

  • add new install instructions via pip
  • add details of how to use with docker
  • add a simple example of usage

configure setup.py

  • at the moment, lib only works in docker
  • make python ./setup.py install work with pre-built *.so file.

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.