Sde Python Packages

stable-baselines3

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

sb3-contrib

Contrib package for Stable-Baselines3 - Experimental reinforcement learning (RL) code

sde-sim-rs

Powerful and flexible stochastic differential equation (quasi) Monte-Carlo simulation library written in Rust with Python bindings

rl-zoo3

A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.

diffeqpy

Solving differential equations in Python using DifferentialEquations.jl and the SciML Scientific Machine Learning organization

torchdiff

A PyTorch-based library for diffusion models

pymle-diffusion

Maximum Likelihood estimation and Simulation for Stochastic Differential Equations (Diffusions)

ergodicity

A comprehensive toolkit for ergodicity economics and related fields.

sdevelo

SDEvelo: multivariate stochastic modeling for transcriptional dynamics with cell-specific latent time

stadion

Causal Modeling with Stationary Diffusions, AISTATS 2024

pysde2json

A python tool for converting the eve online SDE to json files.

pydaddy

Python package to discover stochastic differential equations from time series data

graphkke

Library for the analysis of time-evolving graphs

rigged-sb3

Experimental version of SB3

nssvie

Numerical solution of stochastic Volterra integral equations via a stochastic operational matrix based on block pulse functions.

vls-sb3-contrib

Contrib package for Stable-Baselines3 - Experimental reinforcement learning (RL) code

rl-baselines3-zoo

A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.