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

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

pymle-diffusion

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

torchdiff

A PyTorch-based library for diffusion models

sdevelo

Multivariate stochastic modeling for transcriptional dynamics with cell-specific latent time using SDEvelo

ergodicity

A comprehensive toolkit for ergodicity economics and related fields.

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

stadion

Causal Modeling with Stationary Diffusions, AISTATS 2024

nssvie

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

rigged-sb3

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

vls-sb3-contrib

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

graphkke

Library for the analysis of time-evolving graphs