update example

fhchl · Jan 19, 2024 · 8565e67 · 8565e67
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diff --git a/.gitignore b/.gitignore
@@ -10,4 +10,6 @@ docs/generated
 *.pytest_cache
 .pytype
 .ruff_cache
-.mypy_cache
+.mypy_cache
+.ipynb_checkpoints
+.virtual_documents
diff --git a/README.md b/README.md
@@ -10,9 +10,9 @@ This package allows for straight-forward simulation, fitting and linearization o
 by combing [JAX][jax], [Diffrax][diffrax], [Equinox][equinox], and [scipy.optimize][scipy]. Its main features
 include:
 
-- estimation of ODE parameters and their covariance via the prediction-error method
+- estimation of ODE parameters and their covariance via the prediction-error method ([example](examples/fit_ode.ipynb))
 - estimation of linear ODE parameters via matching of frequency-response functions
-- estimation through multiple experiments
+- estimation from multiple experiments
 - estimation with a poor man's multiple shooting
 - input-output linearization of continuous- and discrete-time input-affine systems with well-defined relative degree
 - estimation of a system's relative-degree

diff --git a/examples/fit_ode.ipynb b/examples/fit_ode.ipynb