Troubleshooting Guide¶

Import Error¶

ImportError: No module named 'diffid'

Solution: Install Diffid: pip install diffid

Poor Fit Quality¶

Solutions:

1. Try different optimisers
2. Increase iterations, i.e. .with_max_iter(10000)
3. Try different initial conditions
4. Normalise data if scales vary widely

Slow Performance¶

Solutions:

1. Use CMA-ES for parallelisation
2. Reduce the number of data points
3. Use sparse backend for large ODE systems

See Also¶

• Installation
• Tuning Optimisers
• GitHub Issues