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jinlow
/
forust
A lightweight gradient boosted decision tree package.
https://jinlow.github.io/forust/
Apache License 2.0
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use `rug::Float` instead of hard-coding `f64` for arbitrary precision
#109
alessandromazza98
opened
1 month ago
1
first checkpoint
#108
alessandromazza98
closed
1 month ago
0
Fix from xgboost
#107
jinlow
closed
1 month ago
0
multiple `is_null_unchecked` found
#106
samutigro
opened
2 months ago
1
Is there any plan to make forust model format compatible of xgboost?
#105
testforvln
opened
2 months ago
4
Feature/leaf preds
#104
jinlow
closed
2 months ago
0
Memory Consumption of GradientBooster Remains Constant Despite Increased Iterations - Comparison to XGBoost and LightGBM
#103
DmitrySorda
opened
2 months ago
4
Update pyproject.toml
#102
jinlow
closed
3 months ago
0
Feature/validate y weight
#101
jinlow
closed
3 months ago
0
pivot_on_split O(n)
#100
deadsoul44
opened
5 months ago
3
Validate y and sample weight
#99
jinlow
closed
3 months ago
0
pivot_on_split test fail
#98
deadsoul44
closed
6 months ago
2
Default value for l2
#97
deadsoul44
closed
5 months ago
2
[Question] How to use early stopping from rust
#96
The-Mr-L
closed
6 months ago
2
Remove unwrap and replace with unwrap_or
#95
jinlow
closed
6 months ago
0
[Bug] Issue loading model trained in rust from python
#94
The-Mr-L
closed
6 months ago
4
Feature/l1 regularization
#93
jinlow
closed
6 months ago
0
[Question] How to interpret model predictions
#92
The-Mr-L
closed
6 months ago
4
Speed up Shapley calculations on Windows
#91
jinlow
opened
7 months ago
0
Feature/colsample bytree
#90
jinlow
closed
6 months ago
0
Finished initial shapley support
#89
jinlow
closed
7 months ago
0
MessagePack serialization option
#88
Roee-87
opened
8 months ago
1
Update binning.rs
#87
jinlow
closed
8 months ago
0
Bug/edge cases
#86
jinlow
closed
8 months ago
0
Refactor/clean up evaluation
#85
jinlow
closed
8 months ago
0
Refactor/change eval set order
#84
jinlow
closed
8 months ago
0
Align order of evaluation_data with XGBoost
#83
jinlow
closed
8 months ago
1
Feature/trees to dataframe
#82
jinlow
closed
8 months ago
0
Fix/max leaves
#81
jinlow
closed
8 months ago
8
Feature/more sklearn
#80
jinlow
closed
9 months ago
0
Add a `set_params` method to python API.
#79
jinlow
closed
9 months ago
1
Align `eval_set` with scikit-learn
#78
jinlow
opened
9 months ago
0
The `fit` method should return self
#77
jinlow
closed
9 months ago
1
Feature/default serializer
#76
jinlow
closed
9 months ago
0
Feature/sklearn clone
#75
jinlow
closed
9 months ago
0
Set missing node to parent, if there are no missing records
#74
jinlow
closed
9 months ago
0
Feature/sklearn compatability
#73
jinlow
closed
9 months ago
0
Add a `feature_importances_` attribute at fit time.
#72
jinlow
closed
9 months ago
1
Handle fit being called again
#71
jinlow
closed
9 months ago
1
Fix bug where missing leaf gain wasn't considered.
#70
jinlow
closed
9 months ago
0
Fix formatting function, so that we never have integer overflow
#69
jinlow
closed
9 months ago
0
Save last tree, and make multiple evals throw warning.
#68
jinlow
closed
10 months ago
0
Bug/early stopping
#67
jinlow
closed
10 months ago
0
Code speed up runner
#66
jinlow
closed
10 months ago
0
Regression?
#65
ronniec95
closed
10 months ago
2
force children to contain parent weight
#64
jinlow
closed
10 months ago
0
Make `prediction_iteration` publically readable
#63
jinlow
closed
10 months ago
1
Feature/verbose
#62
jinlow
closed
11 months ago
0
Feature/verbose
#61
jinlow
closed
11 months ago
0
Bug/apply constraints
#60
jinlow
closed
11 months ago
0
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