sde topic

List sde repositories

rl-baselines3-zoo

1.8k
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481
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A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.

StochasticDiffEq.jl

237
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65
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Solvers for stochastic differential equations which connect with the scientific machine learning (SciML) ecosystem

NYCSDE

343
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38
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公众号【码农田小齐】的分类合集

SciMLTutorials.jl

709
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128
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Tutorials for doing scientific machine learning (SciML) and high-performance differential equation solving with open source software.

Catalyst.jl

427
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71
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Chemical reaction network and systems biology interface for scientific machine learning (SciML). High performance, GPU-parallelized, and O(1) solvers in open source software.

DiffEqOperators.jl

284
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74
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Linear operators for discretizations of differential equations and scientific machine learning (SciML)

SciMLBenchmarks.jl

297
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73
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Scientific machine learning (SciML) benchmarks, AI for science, and (differential) equation solvers. Covers Julia, Python (PyTorch, Jax), MATLAB, R

DiffEqBase.jl

299
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106
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The lightweight Base library for shared types and functionality for defining differential equation and scientific machine learning (SciML) problems

DiffEqDocs.jl

261
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237
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Documentation for the DiffEq differential equations and scientific machine learning (SciML) ecosystem

DiffEqGPU.jl

271
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27
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GPU-acceleration routines for DifferentialEquations.jl and the broader SciML scientific machine learning ecosystem