Contributing
- If you encounter a bug, feel free to file an issue detailing the problem in contrast to the behaviour you were expecting. Please provide a minimal working example and make sure to specify the particular version of InformationGeometry.jl that was used.
- While pull requests are very much welcome, please try to provide detailed docstrings for all non-trivial methods.
Todo:
- Allow for non-normal uncertainties in measurements e.g. by interpolating and deriving the Kullback-Leibler divergence over a domain
- Allow for uncertainties in the conditions (i.e. x-values) by rewriting the
DataSet
type - Parallelism: Improve support for parallel computations of geodesics, curvature tensors and so on
- Employ importance sampling for Monte Carlo computations
- Improve visualization capabilities for high-dimensional models
- Improve documentation, docstrings and provide more examples
- Standardize the user-facing keyword arguments
- Provide performance benchmarks for InformationGeometry.jl
- Use IntervalArithmetic.jl and IntervalOptimisation.jl for rigorous guarantees on inference results?