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1 | 1 | # SciMLTutorials.jl: Tutorials for Scientific Machine Learning and Differential Equations |
2 | 2 |
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3 | | -[](https://github.com/SciML/SciMLTutorials.jl/actions?query=workflow%3ACI) |
| 3 | +[](https://buildkite.com/julialang/scimltutorials-dot-jl) |
4 | 4 |
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5 | 5 | [](https://gitter.im/JuliaDiffEq/Lobby?utm_source=badge&utm_medium=badge&utm_campaign=pr-badge&utm_content=badge) |
6 | 6 |
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@@ -30,44 +30,45 @@ SciMLTutorials.open_notebooks() |
30 | 30 | ## Table of Contents |
31 | 31 |
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32 | 32 | - Introduction |
33 | | - - [Introduction to DifferentialEquations.jl through ODEs](http://tutorials.juliadiffeq.org/html/introduction/01-ode_introduction.html) |
34 | | - - [Detecting Stiffness and Choosing an ODE Algorithm](http://tutorials.juliadiffeq.org/html/introduction/02-choosing_algs.html) |
35 | | - - [Optimizing your DiffEq Code](http://tutorials.juliadiffeq.org/html/introduction/03-optimizing_diffeq_code.html) |
36 | | - - [Callbacks and Event Handling](http://tutorials.juliadiffeq.org/html/introduction/04-callbacks_and_events.html) |
37 | | - - [Formatting Plots](http://tutorials.juliadiffeq.org/html/introduction/05-formatting_plots.html) |
| 33 | + - [Introduction to DifferentialEquations.jl through ODEs](http://tutorials.sciml.ai/html/introduction/01-ode_introduction.html) |
| 34 | + - [Detecting Stiffness and Choosing an ODE Algorithm](http://tutorials.sciml.ai/html/introduction/02-choosing_algs.html) |
| 35 | + - [Optimizing your DiffEq Code](http://tutorials.sciml.ai/html/introduction/03-optimizing_diffeq_code.html) |
| 36 | + - [Callbacks and Event Handling](http://tutorials.sciml.ai/html/introduction/04-callbacks_and_events.html) |
| 37 | + - [Formatting Plots](http://tutorials.sciml.ai/html/introduction/05-formatting_plots.html) |
38 | 38 | - Exercise Sheets |
39 | | - - [DifferentialEquations.jl Workshop Exercises](http://tutorials.juliadiffeq.org/html/exercises/01-workshop_exercises.html) |
40 | | - - [DifferentialEquations.jl Workshop Exercise Solutions](http://tutorials.juliadiffeq.org/html/exercises/02-workshop_solutions.html) |
| 39 | + - [DifferentialEquations.jl Workshop Exercises](http://tutorials.sciml.ai/html/exercises/01-workshop_exercises.html) |
| 40 | + - [DifferentialEquations.jl Workshop Exercise Solutions](http://tutorials.sciml.ai/html/exercises/02-workshop_solutions.html) |
41 | 41 | - Modeling Examples |
42 | | - - [Classical Physics Models](http://tutorials.juliadiffeq.org/html/models/01-classical_physics.html) |
43 | | - - [Conditional Dosing Example](http://tutorials.juliadiffeq.org/html/models/02-conditional_dosing.html) |
44 | | - - [DiffEqBiological Tutorial I: Introduction](http://tutorials.juliadiffeq.org/html/models/03-diffeqbio_I_introduction.html) |
45 | | - - [DiffEqBiological Tutorial II: Network Properties API](http://tutorials.juliadiffeq.org/html/models/04-diffeqbio_II_networkproperties.html) |
46 | | - - [DiffEqBiological Tutorial III: Steady-States and Bifurcations](http://tutorials.juliadiffeq.org/html/models/04b-diffeqbio_III_steadystates.html) |
47 | | - - [Kepler Problem Orbit](http://tutorials.juliadiffeq.org/html/models/05-kepler_problem.html) |
48 | | - - [Spiking Neural Systems](http://tutorials.juliadiffeq.org/html/models/08-spiking_neural_systems.html) |
| 42 | + - [Classical Physics Models](http://tutorials.sciml.ai/html/models/01-classical_physics.html) |
| 43 | + - [Conditional Dosing Example](http://tutorials.sciml.ai/html/models/02-conditional_dosing.html) |
| 44 | + - [DiffEqBiological Tutorial I: Introduction](http://tutorials.sciml.ai/html/models/03-diffeqbio_I_introduction.html) |
| 45 | + - [DiffEqBiological Tutorial II: Network Properties API](http://tutorials.sciml.ai/html/models/04-diffeqbio_II_networkproperties.html) |
| 46 | + - [DiffEqBiological Tutorial III: Steady-States and Bifurcations](http://tutorials.sciml.ai/html/models/04b-diffeqbio_III_steadystates.html) |
| 47 | + - [Tutorial on using spatial SSAs in DiffEqJump](http://tutorials.sciml.ai/html/jumps/spatial.html) |
| 48 | + - [Kepler Problem Orbit](http://tutorials.sciml.ai/html/models/05-kepler_problem.html) |
| 49 | + - [Spiking Neural Systems](http://tutorials.sciml.ai/html/models/08-spiking_neural_systems.html) |
49 | 50 | - Advanced ODE Features |
50 | | - - [ModelingToolkit.jl, An IR and Compiler for Scientific Models](http://tutorials.juliadiffeq.org/html/ode_extras/01-ModelingToolkit.html) |
51 | | - - [Feagin's Order 10, 12, and 14 Methods](http://tutorials.juliadiffeq.org/html/ode_extras/02-feagin.html) |
52 | | - - [Finding Maxima and Minima of DiffEq Solutions](http://tutorials.juliadiffeq.org/html/ode_extras/03-ode_minmax.html) |
| 51 | + - [Feagin's Order 10, 12, and 14 Methods](http://tutorials.sciml.ai/html/ode_extras/01-feagin.html) |
| 52 | + - [Finding Maxima and Minima of DiffEq Solutions](http://tutorials.sciml.ai/html/ode_extras/02-ode_minmax.html) |
53 | 53 | - Model Inference |
54 | | - - [Bayesian Inference of Pendulum Parameters](http://tutorials.juliadiffeq.org/html/model_inference/01-pendulum_bayesian_inference.html) |
55 | | - - [Monte Carlo Parameter Estimation from Data](http://tutorials.juliadiffeq.org/html/model_inference/02-monte_carlo_parameter_estim.html) |
| 54 | + - [Bayesian Inference of Pendulum Parameters](http://tutorials.sciml.ai/html/model_inference/01-pendulum_bayesian_inference.html) |
| 55 | + - [Monte Carlo Parameter Estimation from Data](http://tutorials.sciml.ai/html/model_inference/02-monte_carlo_parameter_estim.html) |
56 | 56 | - Type Handling |
57 | | - - [Solving Equations with Julia-Defined Types](http://tutorials.juliadiffeq.org/html/type_handling/01-number_types.html) |
58 | | - - [Numbers with Uncertainties](http://tutorials.juliadiffeq.org/html/type_handling/02-uncertainties.html) |
59 | | - - [Unit Check Arithmetic via Unitful.jl](http://tutorials.juliadiffeq.org/html/type_handling/03-unitful.html) |
| 57 | + - [Solving Equations with Julia-Defined Types](http://tutorials.sciml.ai/html/type_handling/01-number_types.html) |
| 58 | + - [Numbers with Uncertainties](http://tutorials.sciml.ai/html/type_handling/02-uncertainties.html) |
| 59 | + - [Unit Check Arithmetic via Unitful.jl](http://tutorials.sciml.ai/html/type_handling/03-unitful.html) |
60 | 60 | - DiffEqUncertainty |
61 | | - - [An Intro to Expectations via DiffEqUncertainty.jl](http://tutorials.juliadiffeq.org/html/DiffEqUncertainty/01-expectation_introduction.html) |
62 | | - - [Optimization Under Uncertainty with DiffEqUncertainty.jl](http://tutorials.juliadiffeq.org/html/DiffEqUncertainty/02-AD_and_optimization.html) |
63 | | - - [GPU-Accelerated Data-Driven Bayesian Uncertainty Quantification with Koopman Operators](http://tutorials.juliadiffeq.org/html/DiffEqUncertainty/03-GPU_Bayesian_Koopman.html) |
| 61 | + - [An Intro to Expectations via DiffEqUncertainty.jl](http://tutorials.sciml.ai/html/DiffEqUncertainty/01-expectation_introduction.html) |
| 62 | + - [Optimization Under Uncertainty with DiffEqUncertainty.jl](http://tutorials.sciml.ai/html/DiffEqUncertainty/02-AD_and_optimization.html) |
| 63 | + - [GPU-Accelerated Data-Driven Bayesian Uncertainty Quantification with Koopman Operators](http://tutorials.sciml.ai/html/DiffEqUncertainty/03-GPU_Bayesian_Koopman.html) |
64 | 64 | - Advanced |
65 | | - - [A 2D Cardiac Electrophysiology Model (CUDA-accelerated PDE solver)](http://tutorials.juliadiffeq.org/html/advanced/01-beeler_reuter.html) |
66 | | - - [Solving Stiff Equations](http://tutorials.juliadiffeq.org/html/advanced/02-advanced_ODE_solving.html) |
67 | | - - [Kolmogorov Backward Equations](http://tutorials.juliadiffeq.org/html/advanced/03-kolmogorov_equations.html) |
| 65 | + - [A 2D Cardiac Electrophysiology Model (CUDA-accelerated PDE solver)](http://tutorials.sciml.ai/html/advanced/01-beeler_reuter.html) |
| 66 | + - [Solving Stiff Equations](http://tutorials.sciml.ai/html/advanced/02-advanced_ODE_solving.html) |
| 67 | + - [Solving the heat equation with diffusion-implicit time-stepping](http://tutorials.sciml.ai/html/advanced/04-diffusion_implicit_heat_equation.html) |
| 68 | + - [Kolmogorov Backward Equations](http://tutorials.sciml.ai/html/advanced/03-kolmogorov_equations.html) |
68 | 69 | - Perturbation Theory |
69 | | - - [Mixed Symbolic/Numerical Methods for Perturbation Theory - Algebraic Equations](http://tutorials.juliadiffeq.org/html/perturbation/01-perturbation_algebraic.html) |
70 | | - - [Mixed Symbolic/Numerical Methods for Perturbation Theory - Differential Equations](http://tutorials.juliadiffeq.org/html/perturbation/02-perturbation_differential.html) |
| 70 | + - [Mixed Symbolic/Numerical Methods for Perturbation Theory - Algebraic Equations](http://tutorials.sciml.ai/html/perturbation/01-perturbation_algebraic.html) |
| 71 | + - [Mixed Symbolic/Numerical Methods for Perturbation Theory - Differential Equations](http://tutorials.sciml.ai/html/perturbation/02-perturbation_differential.html) |
71 | 72 |
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72 | 73 |
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73 | 74 | ## Contributing |
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