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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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[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
Could you please provide an example to use the C API with input as `vector<double>`?
#29
fuyw
closed
1 year ago
1
lleaves costs too much memory
#28
111qqz
opened
1 year ago
6
Platform interoperability
#27
TomScheffers
opened
1 year ago
3
Only one CPU is used in prediction
#26
jiazou-bigdata
closed
1 year ago
4
Improve Python API for model serialization
#25
TomScheffers
opened
1 year ago
3
Bump pypa/gh-action-pypi-publish from 1.5.0 to 1.5.1
#24
dependabot[bot]
closed
1 year ago
0
Avoid poison by checking for NaNs before fptosi
#23
siboehm
closed
2 years ago
0
Chore: Bump pre-commit and Github actions + py3.10 on CI
#22
siboehm
closed
2 years ago
0
add function_name to compiler
#21
fuyw
closed
2 years ago
4
Compiled model sharing among processes
#20
shubh0508
closed
2 years ago
2
How to use multiple models via the C_API?
#19
fuyw
closed
2 years ago
3
Windows support
#18
AnotherSamWilson
opened
2 years ago
1
Test failures on M1 Mac
#17
siboehm
closed
2 years ago
2
Does this cause core dump ?
#16
chenglin
closed
1 year ago
3
compile with multiple threads
#15
chenglin
closed
2 years ago
3
extract_pandas_traintime_categories: return empty list if pandas_categorical is null in model file
#14
chenglin
closed
2 years ago
4
Multiclass models
#13
mik3githubber
closed
2 years ago
1
Specify instruction set
#12
jtilly
opened
2 years ago
2
saving models persistently
#11
nepslor
closed
2 years ago
4
Add fblocksize, finline, fcodemodel compiler flags + raw_scores parameter
#10
siboehm
closed
2 years ago
0
Benchmarking
#9
skaae
closed
2 years ago
4
Accept boosters as model inputs?
#8
lbittarello
closed
2 years ago
3
Return predictions for raw_score=True
#7
jtilly
closed
2 years ago
2
Add support for multiclass prediction
#6
siboehm
closed
2 years ago
0
Support for predict_proba / pred_contrib
#5
Zahlii
closed
2 years ago
3
Additional performance benchmarks
#4
Zahlii
closed
2 years ago
4
Instruction-parallel multithreading
#3
siboehm
opened
3 years ago
0
Profile guided optimization: Branch annotation
#2
siboehm
closed
3 years ago
1
Remove windows support
#1
siboehm
closed
3 years ago
0
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