nolds
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Epic: Introduce breaking changes and improvements required for 1.0
Sub-issues
- [ ] Go through TODOs in the code.
- [x] Reduce the size of unit tests so that they run in less than three minutes.
- [x] Make unit tests fully deterministic.
- [ ] Adjust default values such that the version of the algorithm run with default settings is as close to the corresponding paper as possible.
- [ ] Add general tips for finding correct settings for emb_dim and other parameters (always look at the plots!).
- [ ] (optional) Allow to input multidimensional data and skip the embedding step for algorithms where this makes sense.