rapidsai/nvforest

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Highly optimized and lightweight library for decision tree inference on NVIDIA GPUs and CPUs

Stars: 15
Forks: 23
Open beginner issues: 0
Indexed issues: 19
Avg merge: 1d 21h
Merged PRs (30d): 28

Dominant language: C++
License: Apache-2.0
Last GitHub push: Sep 18, 2026
Latest indexed: Sep 19, 2026
Contributing guide: No contributing guide
Code of conduct: Code of conduct
Beginner labels: No beginner labels indexed

Beginner friendly Everything

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19 open issues indexed

Follow up to #168: Remove the deprecated `handle` argument. Open

Difficulty 2/5 1-3 hours Newbie friendliness 66/100

rapidsai/nvforest#199 · Opened Aug 21, 2026
[X-ORG] Publish API docs to docs.nvidia.com Open

ci doc

rapidsai/nvforest#183 · 1 assignee · Opened Jul 30, 2026
Remove RMM dependency Open

rapidsai/nvforest#169 · 1 reaction · 1 assignee · Opened Jul 15, 2026
Remove RAFT dependency Open

rapidsai/nvforest#168 · 1 reaction · 1 assignee · Opened Jul 15, 2026
Implement `optimize()` as a free function Open

rapidsai/nvforest#143 · 1 assignee · Opened Jun 10, 2026
Create `get_dtype()` method to look up the actual data type used by the tree model Open

rapidsai/nvforest#139 · 1 comment · 1 assignee · Opened Jun 5, 2026
Follow-up items from PR #132 (merge raft_proto into nvforest namespace) Open

rapidsai/nvforest#133 · 1 assignee · Opened May 25, 2026
Fix benchmark docs and behavior: LightGBM does not support GPU-accelerated inference Open

rapidsai/nvforest#131 · 1 assignee · Opened May 22, 2026
Support pickling for nvForest objects Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

rapidsai/nvforest#111 · Opened May 12, 2026
Support large inputs via streaming Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

rapidsai/nvforest#64 · Opened Mar 5, 2026
[CI] Test whether we can use the default nodes in build jobs Open

rapidsai/nvforest#22 · 1 assignee · Opened Jan 8, 2026
Implement Java bindings Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

rapidsai/nvforest#2 · Opened Nov 13, 2025
[FEA] Speed up nvForest for shallow trees using Hummingbird algorithm Open

feature request

Difficulty 5/5 Over a week Newbie friendliness 30/100

rapidsai/nvforest#69 · Opened Jul 29, 2025
[FEA] Migrate .optimize() method to C++ Open

feature request

Difficulty 4/5 3-5 days Newbie friendliness 35/100

rapidsai/nvforest#66 · 3 comments · Opened Jan 13, 2025
[FEA] Support missing_value in nvForest Open

feature request

Difficulty 4/5 3-5 days Newbie friendliness 35/100

rapidsai/nvforest#71 · Opened Nov 21, 2023
[FEA] Number of threads should be configurable in CPU nvForest Open

feature request

rapidsai/nvforest#68 · 1 comment · 1 assignee · Opened Aug 24, 2023
[FEA] Provide Hypothesis-based testing for Forest Inference Open

feature request

Difficulty 5/5 Over a week Newbie friendliness 25/100

rapidsai/nvforest#70 · Opened Feb 17, 2023
[FEA] Provide multi-output regression support in nvForest Open

feature request

Difficulty 5/5 Over a week Newbie friendliness 25/100

rapidsai/nvforest#67 · 1 comment · Opened Dec 8, 2022
[FEA] nvForest should support column-major inputs Open

feature request improvement

Difficulty 4/5 3-5 days Newbie friendliness 45/100

rapidsai/nvforest#75 · 2 comments · Opened Mar 3, 2021

rapidsai/nvforest

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