Metadata-Version: 2.1
Name: anomalous-diffusion
Version: 0.1.0
Summary: Anomalous diffusion simulation
Home-page: https://github.com/tangxiangong/ClassTop/
Author: tang xiangong
Author-email: tangxg16@gmail.com
License: UNKNOWN
Keywords: anomalous diffusion,stochastic process
Platform: UNKNOWN
Classifier: Development Status :: 3 - Alpha
Classifier: License :: OSI Approved :: MIT License
Classifier: Intended Audience :: Science/Research
Classifier: Natural Language :: English
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.6
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: Implementation :: CPython
Classifier: Topic :: Scientific/Engineering
Classifier: Topic :: Scientific/Engineering :: Mathematics
Classifier: Topic :: Scientific/Engineering :: Physics
Requires-Python: >=3.6
Description-Content-Type: text/markdown
License-File: LICENSE
Requires-Dist: numpy (>=1.17)
Requires-Dist: scipy (>=1.3)
Requires-Dist: stochastic (>=0.4)
Requires-Dist: matplotlib (>=3.1)
Provides-Extra: dev
Requires-Dist: pytest ; extra == 'dev'
Requires-Dist: coverage ; extra == 'dev'
Requires-Dist: tox ; extra == 'dev'
Requires-Dist: sphinx ; extra == 'dev'
Requires-Dist: pallets-sphinx-themes ; extra == 'dev'
Requires-Dist: sphinxcontrib-log-cabinet ; extra == 'dev'
Requires-Dist: sphinx-issues ; extra == 'dev'
Provides-Extra: docs
Requires-Dist: sphinx ; extra == 'docs'
Requires-Dist: pallets-sphinx-themes ; extra == 'docs'
Requires-Dist: sphinxcontrib-log-cabinet ; extra == 'docs'
Requires-Dist: sphinx-issues ; extra == 'docs'
Provides-Extra: dotenv
Requires-Dist: python-dotenv ; extra == 'dotenv'

# Stochastic Process Simulation
## Random generator 
- symmetric stable distribution
- totally skewed stable distribution
- power-law distribution
- discrete finite probability distribution

## Levy process
- stable Levy process
- subordinator
- Poisson process
## Continuous-time random walk(CTRW)
- finite and diverging characteristic waiting time
- finite and diverging jump length variance 
## Alternating process
- two-states process with Levy walk and Brownian motion
## Fractional Brownian motion

## Multiple internal states process
- fractional compound Poisson process
- Levy walk




