Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

[docs] group logically external projects in README and add some new libraries #6691

Merged
merged 2 commits into from
Oct 21, 2024
Merged

[docs] group logically external projects in README and add some new libraries #6691

Changes from all commits
Commits
Show all changes
2 commits
Select commit Hold shift + click to select a range
d8b05e2
Update README.md
StrikerRUS Oct 20, 2024
eb0a1e5
Update README.md
StrikerRUS Oct 20, 2024
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
32 changes: 21 additions & 11 deletions README.md
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -63,16 +63,6 @@ External (Unofficial) Repositories
Projects listed here offer alternative ways to use LightGBM.
They are not maintained or officially endorsed by the `LightGBM` development team.

LightGBMLSS (An extension of LightGBM to probabilistic modelling from which prediction intervals and quantiles can be derived): https://github.com/StatMixedML/LightGBMLSS

FLAML (AutoML library for hyperparameter optimization): https://github.com/microsoft/FLAML

supertree (interactive visualization of decision trees): https://github.com/mljar/supertree

Optuna (hyperparameter optimization framework): https://github.com/optuna/optuna

Julia-package: https://github.com/IQVIA-ML/LightGBM.jl

JPMML (Java PMML converter): https://github.com/jpmml/jpmml-lightgbm

Nyoka (Python PMML converter): https://github.com/SoftwareAG/nyoka
Expand All @@ -99,6 +89,8 @@ Shapash (model visualization and interpretation): https://github.com/MAIF/shapas

dtreeviz (decision tree visualization and model interpretation): https://github.com/parrt/dtreeviz

supertree (interactive visualization of decision trees): https://github.com/mljar/supertree

SynapseML (LightGBM on Spark): https://github.com/microsoft/SynapseML

Kubeflow Fairing (LightGBM on Kubernetes): https://github.com/kubeflow/fairing
Expand All @@ -113,14 +105,32 @@ ML.NET (.NET/C#-package): https://github.com/dotnet/machinelearning

LightGBM.NET (.NET/C#-package): https://github.com/rca22/LightGBM.Net

Ruby gem: https://github.com/ankane/lightgbm-ruby
LightGBM Ruby (Ruby gem): https://github.com/ankane/lightgbm-ruby

LightGBM4j (Java high-level binding): https://github.com/metarank/lightgbm4j

LightGBM4J (JVM interface for LightGBM written in Scala): https://github.com/seek-oss/lightgbm4j

Julia-package: https://github.com/IQVIA-ML/LightGBM.jl

lightgbm3 (Rust binding): https://github.com/Mottl/lightgbm3-rs

MLServer (inference server for LightGBM): https://github.com/SeldonIO/MLServer

MLflow (experiment tracking, model monitoring framework): https://github.com/mlflow/mlflow

FLAML (AutoML library for hyperparameter optimization): https://github.com/microsoft/FLAML

MLJAR AutoML (AutoML on tabular data): https://github.com/mljar/mljar-supervised

Optuna (hyperparameter optimization framework): https://github.com/optuna/optuna

LightGBMLSS (probabilistic modelling with LightGBM): https://github.com/StatMixedML/LightGBMLSS

mlforecast (time series forecasting with LightGBM): https://github.com/Nixtla/mlforecast

skforecast (time series forecasting with LightGBM): https://github.com/JoaquinAmatRodrigo/skforecast

`{bonsai}` (R `{parsnip}`-compliant interface): https://github.com/tidymodels/bonsai

`{mlr3extralearners}` (R `{mlr3}`-compliant interface): https://github.com/mlr-org/mlr3extralearners
Expand Down
Loading