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v0.2.0
Dillon Daudert edited this page Sep 12, 2023
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- Handle arbitrary input data and multiple "views" of the dataset
- Transform (first available in v0.1.6)
- Multithreaded KNN graph construction
- API overhaul: basic API and advanced API
- Improve efficiency of optimization via make_samples_per_epoch logic
- Support passing a KNNGraph as precomputed distances
- Improve documentation for new and existing features
- User-provided initial embedding
- Partial missing data support
- Supervised UMAP
- Semi-supervised UMAP (target labels with partial missing data)
- Parallel SGD
- Sparse inputs (vector of sparse vectors)
- Inverse transform
- Freezing selected points during optimization (extension to user-provided initial embedding)
- Support embedding to arbitrary manifolds
- complete scoping
- implement functionality and add tests
- write docs, example usage