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PyGraphistry is a Python library to quickly load, shape, embed, and explore big graphs with the GPU-accelerated Graphistry visual graph analyzer

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When `register(api=3, username=..., password=...)`, with no `org_name`, the clientserver action gets confused on legacy pre-org servers * [x] the client should NOT send org_name to the server, e.g., it should...

bug

WIP to track feature improvements.

Commit https://github.com/graphistry/pygraphistry/commit/e1be5e46d25d6224ed80f1b5c5012470c9b08212 requires, for umap/ai installs: py3.8+ (vs 3.6), scikit-learn 1.0+ (vs 0.2x), and froze dirty-cat to 0.2.0 (disallows 0.2.1) This is to work around CI fail `FAILED graphistry/tests/test_umap_utils.py::TestUMAPFitTransform::test_allclose_fit_transform_on_same_data` This...

bug

The pygraphistry[ai] files (feature_utils, umap, ..) are doing some surprising & awkward use of `logging` that make dev + usage difficult, it should probably be: - [ ] files initializes...

enhancement
good-first-issue

Need support for new api service keys: - [x] `register(personal_key=...)`, used for files + datasets endpoints - [x] add to `README.md` + testing uploads

enhancement
p2

**Is your feature request related to a problem? Please describe.** In categorical settings, default node sizes should often be normalized per category, not globally, as they may be sampled from...

enhancement
good-first-issue

Waiting on dirty_cat to upgrade scikit support: https://github.com/dirty-cat/dirty_cat/issues/259

blocked

**Describe the bug** In `g.nodes(df[['time']]).umap()`, a `datetime64[ns]` col causes an exn **Expected behavior** No exn, either: * natively handle datetimes * convert to numeric and treat like that * drop...

bug