Divye Gala

icon location New York, NY icon location Software Engineer at NVIDIA RAPIDS. Enjoy working with accelerated Machine Learning and Graph Analytics, real-time inference, and high throughput systems.

Results 54 issues of Divye Gala

`allow_single_cluster=True` gets overwritten for `cluster_selection_method=leaf`

3 comment

If the cluster tree is empty and `allow_single_cluster=True`, root is chosen as a cluster here https://github.com/scikit-learn-contrib/hdbscan/blob/master/hdbscan/_hdbscan_tree.pyx#L780 Now, if `cluster_selection_epsilon == 0.0`, the selected clusters get overwritten to be the empty...

Fix Weighted Ridge tests for sklearn versions 1.x.x

1 comment

`normalize` parameter is deprecated in scikit-learn 1.x.x. This PR fixes failing weighted ridge tests.

bug
Cython / Python
non-breaking
inactive-30d

[TASK] Post HDBSCAN merge tasks

6 comment

These are tasks for cuML's HDBSCAN implementation after 21.06 release - [x] Move HDBSCAN out of experimental (this can be done after sections 1, 2, and 3 below are complete)....

feature request
inactive-90d

Interop between CAGRA and HNSW

Depends on https://github.com/facebookresearch/faiss/pull/3084

CLA Signed

Integrate CAGRA from RAFT

1 comment

CLA Signed

Faiss cagra bench

2 comment

improvement
non-breaking
cpp
CMake
python
ci
Benchmarks

MST Duplicate Edges

1 comment

bug
non-breaking
cpp

[FEA] Add filtering search support to `hnsw`

https://github.com/rapidsai/raft/pull/2022 introduced a C++ and Python API to search a CAGRA graph using hnswlib. As of now, the API only supports vanilla searches.

feature request

Migrate IVF-Flat from RAFT

8 comment

feature request
non-breaking
cpp
CMake

InnerProduct testing for CAGRA+HNSW

bug
5 - DO NOT MERGE
non-breaking
python