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siboehm
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lleaves
Compiler for LightGBM gradient-boosted trees, based on LLVM. Speeds up prediction by ≥10x.
https://lleaves.readthedocs.io/en/latest/
MIT License
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Bump pypa/gh-action-pypi-publish from 1.8.14 to 1.9.0
#79
dependabot[bot]
opened
1 week ago
0
Does lleaves support linear_trees?
#78
dragonbra
opened
1 month ago
0
Segmentation fault(core dumped) when using lightGBM model with num_iterations=1600
#77
dragonbra
opened
1 month ago
0
Bump pypa/gh-action-pypi-publish from 1.8.11 to 1.8.14
#76
dependabot[bot]
closed
1 month ago
0
Bump pypa/gh-action-pypi-publish from 1.8.11 to 1.8.12
#75
dependabot[bot]
closed
3 months ago
1
Bump pre-commit/action from 3.0.0 to 3.0.1
#74
dependabot[bot]
closed
1 month ago
0
Compiling model with custom objective
#73
Thomzoy
opened
4 months ago
0
C/C++ Api support
#72
Bacteriaphage
closed
4 months ago
1
Bump actions/cache from 3 to 4
#71
dependabot[bot]
closed
5 months ago
0
add single precision (float32) mode
#70
zjzjwang
closed
5 months ago
2
Query on halting single precision support
#69
zjzjwang
closed
5 months ago
1
C++ deploy
#68
Ericcc0921
closed
5 months ago
1
Docs: Add hint about tempfile
#67
siboehm
closed
6 months ago
0
Add support to pass model definition as a str
#66
mark-thm
closed
6 months ago
3
Bump actions/setup-python from 4 to 5
#65
dependabot[bot]
closed
6 months ago
0
Update benchmark's README.md
#64
SimeonStoykovQC
closed
7 months ago
0
Benchmark readme + pin down lightgbm
#63
SimeonStoykovQC
closed
7 months ago
1
Bump pypa/gh-action-pypi-publish from 1.8.10 to 1.8.11
#62
dependabot[bot]
closed
7 months ago
0
Bump conda-incubator/setup-miniconda from 2 to 3
#61
dependabot[bot]
closed
7 months ago
0
`Model.compile` is slow for a random forest with a large number of trees
#60
trendelkampschroer
opened
8 months ago
2
Implement random forest
#59
siboehm
closed
8 months ago
0
`Model.compile` fails for `LGBMRegressor` with `boosting_type='rf'`
#58
trendelkampschroer
closed
8 months ago
6
Best way to integrate into .NET
#57
onacrame
opened
8 months ago
1
Add ruff
#56
siboehm
closed
8 months ago
0
Bump actions/checkout from 3 to 4
#55
dependabot[bot]
closed
9 months ago
0
Bump pypa/gh-action-pypi-publish from 1.8.8 to 1.8.10
#54
dependabot[bot]
closed
10 months ago
0
Compile using pre-existing cache file
#53
fitzpk
closed
10 months ago
2
Bump pypa/gh-action-pypi-publish from 1.8.7 to 1.8.8
#52
dependabot[bot]
closed
11 months ago
0
Spawn multi-Model inference across cores
#51
inkrement
opened
11 months ago
4
Bump pypa/gh-action-pypi-publish from 1.8.6 to 1.8.7
#50
dependabot[bot]
closed
1 year ago
0
Bump pypa/gh-action-pypi-publish from 1.8.5 to 1.8.6
#49
dependabot[bot]
closed
1 year ago
0
Ideas for how to make compile time faster without affecting performance
#48
siboehm
opened
1 year ago
3
Overwrite results array in first instr block
#47
siboehm
closed
1 year ago
1
Specify C interface: Prediction array zeroed out or overwrite?
#46
hdosuperuser
closed
1 year ago
6
Enabling passing unpickled model directly rather than just through the mode.txt file
#45
faithfulalabi
closed
1 year ago
2
Bump pypa/gh-action-pypi-publish from 1.8.4 to 1.8.5
#44
dependabot[bot]
closed
1 year ago
0
Bump pypa/gh-action-pypi-publish from 1.6.4 to 1.8.4
#43
dependabot[bot]
closed
1 year ago
0
Add the docs "Interfacing with a Compiled Model in C++"
#42
SunHaoOne
closed
1 year ago
1
When compiling with cpp using gcc, fail to find reference to `forest_root`
#41
SunHaoOne
closed
1 year ago
2
Is it possible to pass the `num_iteration` parameter to the `predict` function?
#40
fuyw
closed
1 year ago
2
Python 3.11 on CI
#39
siboehm
opened
1 year ago
0
Bump pypa/gh-action-pypi-publish from 1.5.2 to 1.6.4
#38
dependabot[bot]
closed
1 year ago
0
Predict in C/C++ with the compiled model
#37
Waerden001
closed
1 year ago
5
Revert "Run CI for Python 3.11"
#36
siboehm
closed
1 year ago
1
Run CI for Python 3.11
#35
siboehm
closed
1 year ago
1
Bump pypa/gh-action-pypi-publish from 1.5.1 to 1.5.2
#34
dependabot[bot]
closed
1 year ago
0
Comparison with onnx-mlir
#33
jamespinkerton
closed
1 year ago
1
Add debug version info.
#32
fuyw
closed
1 year ago
2
[Question] how does model cache play with distributed workers with different CPUs?
#31
crayonfu
closed
1 year ago
3
How can we reduce the size of the compiled file?
#30
fuyw
closed
1 year ago
7
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