Awesome Open Source
Search
Programming Languages
Languages
All Categories
Categories
About

The Top 23 Python Stochastic Processes Open Source Projects

Open source projects categorized as Python Stochastic Processes
Categories > Stochastic Processes
Financial Models Numerical Methods ⭐ 5,086
Collection of notebooks about quantitative finance, with interactive python code.
most recent commit 3 months ago
Differentialequations.jl ⭐ 2,689
Multi-language suite for high-performance solvers of differential equations and scientific machine learning (SciML) components. Ordinary differential equations (ODEs), stochastic differential equations (SDEs), delay differential equations (DDEs), differential-algebraic equations (DAEs), and more in Julia.
most recent commit 3 months ago
Gpflow ⭐ 1,783
Gaussian processes in TensorFlow
dependent packages 19total releases 39most recent commit 3 months agopypi gpflow} Downloads
Torchsde ⭐ 1,357
Differentiable SDE solvers with GPU support and efficient sensitivity analysis.
dependent packages 10total releases 2most recent commit 7 months agopypi torchsde} Downloads
Pysteps ⭐ 389
Python framework for short-term ensemble prediction systems.
dependent packages 1total releases 20most recent commit 4 months agopypi pysteps} Downloads
Stochastic ⭐ 317
Generate realizations of stochastic processes in python.
dependent packages 10total releases 7most recent commit a year agopypi stochastic} Downloads
Uqpy ⭐ 216
UQpy (Uncertainty Quantification with python) is a general purpose Python toolbox for modeling uncertainty in physical and mathematical systems.
dependent packages 4total releases 32most recent commit 5 months agopypi UQpy} Downloads
Openturns ⭐ 203
Uncertainty treatment library
most recent commit 3 months ago
Easytemporalpointprocess ⭐ 149
EasyTPP: Towards Open Benchmarking Temporal Point Processes
total releases 5most recent commit 3 months ago
Language_modeling_via_stochastic_processes ⭐ 116
Language modeling via stochastic processes. Oral @ ICLR 2022.
most recent commit a year ago
Aleatory ⭐ 83
📦 Python library for Stochastic Processes Simulation and Visualisation
total releases 5most recent commit 3 months ago
Mfdfa ⭐ 74
Multifractal Detrended Fluctuation Analysis in Python
total releases 5most recent commit 2 years ago
Pydtmc ⭐ 68
A library for discrete-time Markov chains analysis.
total releases 68most recent commit 4 months ago
Stochvolmodels ⭐ 65
Implement pricing analytics and Monte Carlo simulations for stochastic volatility models including log-normal SV model, Heston
total releases 6most recent commit 4 months ago
Pyesg ⭐ 44
Economic scenario generator for python: simulate stocks, interest rates, and other stochastic processes.
total releases 6most recent commit 3 years ago
Posts ⭐ 43
Pieces of code that have appeared on my blog with a focus on stochastic simulations.
most recent commit 5 months ago
Kramersmoyal ⭐ 39
kramersmoyal: Kramers-Moyal coefficients for stochastic data of any dimension, to any desired order
total releases 3most recent commit 2 years ago
Jumpdiff ⭐ 30
JumpDiff: Non-parametric estimator for Jump-diffusion processes for Python
total releases 3most recent commit a year ago
Pymc Stochastic Process ⭐ 22
Demonstrating the benefits of using Bayesian Inference and PYMC3 for estimating the parameters of stochastic processes commonly used in quantitative finance.
most recent commit 5 years ago
Quanttradingresearch ⭐ 21
Different quantitative trading models research
most recent commit 2 years ago
Sdepy ⭐ 19
SdePy: Numerical Integration of Ito Stochastic Differential Equations
total releases 9most recent commit 3 years ago
Tidynamics ⭐ 18
A tiny package to compute the dynamics of stochastic and molecular simulations
most recent commit 9 months ago
Lspopt ⭐ 17
Python implementation of a multitaper window method for estimating Wigner spectra for certain locally stationary processes
dependent packages 2total releases 4most recent commit a year agopypi lspopt} Downloads
The 6 Most Depended On Python Stochastic Processes Open Source Projects
Gpflow ⭐ 1,783
Gaussian processes in TensorFlow
dependent packages 19total releases 39latest release August 09, 2023most recent commit 3 months agopypi gpflow} Downloads
Stochastic ⭐ 317
Generate realizations of stochastic processes in python.
dependent packages 10total releases 7latest release July 12, 2022most recent commit a year agopypi stochastic} Downloads
Torchsde ⭐ 1,357
Differentiable SDE solvers with GPU support and efficient sensitivity analysis.
dependent packages 10total releases 2latest release September 26, 2023most recent commit 7 months agopypi torchsde} Downloads
Lspopt ⭐ 17
Python implementation of a multitaper window method for estimating Wigner spectra for certain locally stationary processes
dependent packages 2total releases 4latest release January 24, 2023most recent commit a year agopypi lspopt} Downloads
Pysteps ⭐ 389
Python framework for short-term ensemble prediction systems.
dependent packages 1total releases 20latest release January 25, 2023most recent commit 4 months agopypi pysteps} Downloads
The 10 Latest Releases In Python Stochastic Processes Open Source Projects
Aleatory ⭐ 83
📦 Python library for Stochastic Processes Simulation and Visualisation
total releases 5latest release November 19, 2023most recent commit 3 months ago
Easytemporalpointprocess ⭐ 149
EasyTPP: Towards Open Benchmarking Temporal Point Processes
total releases 5latest release October 18, 2023most recent commit 3 months ago
Torchsde ⭐ 1,357
Differentiable SDE solvers with GPU support and efficient sensitivity analysis.
dependent packages 10total releases 2latest release September 26, 2023most recent commit 7 months agopypi torchsde} Downloads
Gpflow ⭐ 1,783
Gaussian processes in TensorFlow
dependent packages 19total releases 39latest release August 09, 2023most recent commit 3 months agopypi gpflow} Downloads
Blobmodel ⭐ 5
Model of propagating blobs in 1D and 2D
total releases 4latest release July 21, 2023most recent commit 3 months ago
Pysteps ⭐ 389
Python framework for short-term ensemble prediction systems.
dependent packages 1total releases 20latest release January 25, 2023most recent commit 4 months agopypi pysteps} Downloads
Lspopt ⭐ 17
Python implementation of a multitaper window method for estimating Wigner spectra for certain locally stationary processes
dependent packages 2total releases 4latest release January 24, 2023most recent commit a year agopypi lspopt} Downloads
Popular Programming Languages Categories
Python
Javascript
Java
Typescript
C Plus Plus
Php
Golang
C
C Sharp
Shell
Categories
Privacy | About | Terms | Follow Us On Twitter

Downloads, Dependent Repos, Dependent Packages, Total Releases, Latest Releases data powered by Libraries.io.

Copyright 2018-2024 Awesome Open Source.  All rights reserved.