SciML/ReservoirComputing.jl

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Reservoir computing utilities for scientific machine learning (SciML)

Stars: 232
Forks: 51
Open beginner issues: 0
Indexed issues: 37
Avg merge: 23h 57m
Merged PRs (30d): 28

Dominant language: Julia
License: MIT
Last GitHub push: Sep 16, 2026
Latest indexed: Sep 19, 2026
Contributing guide: Contributing guide
Code of conduct: Code of conduct
Beginner labels: good first issue

Beginner friendly Everything

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37 open issues indexed

v1.0 tracker Open

v1.0

Difficulty 5/5 Over a week Newbie friendliness 35/100

SciML/ReservoirComputing.jl#523 · Opened Aug 28, 2026
Deterministic invariant-subspace input layer Open

inits

Difficulty 4/5 3-5 days Newbie friendliness 48/100

SciML/ReservoirComputing.jl#478 · Opened Jul 27, 2026
Memristor friendly reservoir computing Open

new model

Difficulty 5/5 Over a week Newbie friendliness 25/100

SciML/ReservoirComputing.jl#440 · 2 comments · Opened May 15, 2026
Vestibular reservoir computing Open

new model

Difficulty 4/5 3-5 days Newbie friendliness 45/100

SciML/ReservoirComputing.jl#425 · Opened Apr 24, 2026
Create a `ReservoirComputingBenchmarks` library Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 35/100

SciML/ReservoirComputing.jl#398 · 2 comments · Opened Mar 8, 2026
Continuous-time reservoir computing Open

new model

Difficulty 5/5 Over a week Newbie friendliness 42/100

SciML/ReservoirComputing.jl#397 · 5 comments · Opened Mar 6, 2026
Wide reservoir computers (`WideReservoirComputer`) Open

new model

Difficulty 5/5 Over a week Newbie friendliness 35/100

SciML/ReservoirComputing.jl#396 · Opened Mar 6, 2026
Brain-inspired adaptive control of E-I balance Open

new model

Difficulty 5/5 Over a week Newbie friendliness 20/100

SciML/ReservoirComputing.jl#392 · Opened Feb 16, 2026
Self modulated reservoir computing Open

cell new model

Difficulty 5/5 Over a week Newbie friendliness 25/100

SciML/ReservoirComputing.jl#391 · 1 comment · Opened Feb 13, 2026
Stochastic Reservoir Computing Open

new model

Difficulty 5/5 Over a week Newbie friendliness 25/100

SciML/ReservoirComputing.jl#388 · 4 comments · Opened Feb 8, 2026
Scale free topology Open

inits

Difficulty 5/5 Over a week Newbie friendliness 30/100

SciML/ReservoirComputing.jl#387 · Opened Feb 6, 2026
Reservoir conformal prediction Open

new model

Difficulty 5/5 Over a week Newbie friendliness 15/100

SciML/ReservoirComputing.jl#384 · Opened Jan 30, 2026
Parameter aware next generation reservoir computing Open

Model Variation

Difficulty 5/5 Over a week Newbie friendliness 15/100

SciML/ReservoirComputing.jl#369 · Opened Jan 22, 2026
Re-enable downgrade tests after dependency updates Open

Difficulty 2/5 1-3 hours Newbie friendliness 58/100

SciML/ReservoirComputing.jl#359 · Opened Jan 11, 2026
Intrinsic plasticity Open

training

Difficulty 5/5 Over a week Newbie friendliness 20/100

SciML/ReservoirComputing.jl#355 · Opened Jan 7, 2026
Bayesian regression with BayesianLinearRegressors Open

training

Difficulty 4/5 3-5 days Newbie friendliness 42/100

SciML/ReservoirComputing.jl#342 · 2 comments · Opened Dec 22, 2025
Add feedback weight to `ESNCell` Open

cell training

Difficulty 4/5 3-5 days Newbie friendliness 38/100

SciML/ReservoirComputing.jl#327 · Opened Dec 11, 2025
RLS training Open

training

Difficulty 5/5 Over a week Newbie friendliness 20/100

SciML/ReservoirComputing.jl#305 · Opened Nov 6, 2025
FORCE learning Open

training

Difficulty 5/5 Over a week Newbie friendliness 20/100

SciML/ReservoirComputing.jl#304 · Opened Nov 1, 2025
Structured reservoir computing Open

inits

Difficulty 5/5 Over a week Newbie friendliness 35/100

SciML/ReservoirComputing.jl#285 · Opened Apr 2, 2025
Small world (Watts-Strogatz) initializer Open

good first issue inits

Difficulty 3/5 1-2 days Newbie friendliness 45/100

SciML/ReservoirComputing.jl#269 · Opened Mar 21, 2025
Sparse reservoir topologies Open

good first issue inits

Difficulty 4/5 3-5 days Newbie friendliness 50/100

SciML/ReservoirComputing.jl#268 · 1 comment · Opened Mar 17, 2025
Integrate with MLJ Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

SciML/ReservoirComputing.jl#217 · Opened Apr 11, 2024
Novel minimal reservoir computing Open

inits states

Difficulty 5/5 Over a week Newbie friendliness 25/100

SciML/ReservoirComputing.jl#183 · 1 comment · Opened Dec 18, 2023
Feature Request: Jacobian along Trajectory Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

SciML/ReservoirComputing.jl#169 · 7 comments · Opened Mar 24, 2023
Parameter Aware ESN Open

Model Variation

Difficulty 5/5 Over a week Newbie friendliness 15/100

SciML/ReservoirComputing.jl#158 · Opened Feb 22, 2023
Update GPU example for CI Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

SciML/ReservoirComputing.jl#145 · Opened Dec 11, 2022
Allow for boolean input and float training Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

SciML/ReservoirComputing.jl#144 · Opened Dec 11, 2022
Jacobian regularization and noise Open

Model Variation

Difficulty 5/5 Over a week Newbie friendliness 20/100

SciML/ReservoirComputing.jl#140 · Opened Nov 15, 2022
Update docs Open

Difficulty 3/5 1-2 days Newbie friendliness 25/100

SciML/ReservoirComputing.jl#131 · 2 comments · Opened Aug 23, 2022
Alternatives for GaussianProcesses.jl Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

SciML/ReservoirComputing.jl#127 · Opened Jul 7, 2022
Feature request: interpolation Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 20/100

SciML/ReservoirComputing.jl#94 · Opened May 25, 2021
Fitted states for ESN? Open

enhancement

Difficulty 4/5 3-5 days Newbie friendliness 32/100

SciML/ReservoirComputing.jl#92 · 6 comments · Opened May 15, 2021
Modeling multiple time series? Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 25/100

SciML/ReservoirComputing.jl#91 · 4 comments · Opened May 5, 2021
Extend to count/binary data using GLMs? Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 25/100

SciML/ReservoirComputing.jl#90 · 4 comments · Opened May 5, 2021
Building an autoencoder using ReservoirComputing Open

enhancement new model

Difficulty 5/5 Over a week Newbie friendliness 25/100

SciML/ReservoirComputing.jl#85 · Opened Jan 28, 2021
Adding capability of handling models with control inputs Open

enhancement new model

Difficulty 4/5 3-5 days Newbie friendliness 35/100

SciML/ReservoirComputing.jl#75 · 1 comment · Opened Oct 30, 2020

SciML/ReservoirComputing.jl

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