All Categories → Machine Learning → lightgbm

Top 68 lightgbm open source projects

📒 Experiment tracking tool and model registry

✭ 348

python visualization learning monitoring repository tensorflow optimization logger machine logging keras ml pytorch versioning comparison xgboost lightgbm rl dl mlops optuna

🌳 Stacked Gradient Boosting Machines

✭ 24

r machine-learning xgboost gbdt gbm lightgbm ensemble-learning decision-trees gradient-boosting catboost model-stacking

kaggle-recruit-restaurant

🏆 Kaggle 8th place solution

✭ 102

Jupyter Notebook python timeseries kaggle lightgbm kaggle-recruit-restaurant

Deep-Learning-for-Human-Activity-Recognition

Keras implementation of CNN, DeepConvLSTM, and SDAE and LightGBM for sensor-based Human Activity Recognition (HAR).

✭ 48

Jupyter Notebook python machine-learning deep-learning keras lightgbm human-activity-recognition convolutional-neural-network deep-conv-lstm stacked-denoising-autoencoder uci-smartphone-dataset

A 100%-Julia implementation of Gradient-Boosting Regression Tree algorithms

✭ 65

julia data-science machine-learning tree xgboost gbdt lightgbm gbrt catboost tree-boosting-algorithms

fast retraining

Show how to perform fast retraining with LightGBM in different business cases

✭ 56

Jupyter Notebook python shell distributed-systems benchmark machine-learning azure gpu kaggle xgboost gbdt gbm lightgbm gbrt boosted-trees

decision-trees-for-ml

Building Decision Trees From Scratch In Python

✭ 61

Jupyter Notebook python machine-learning random-forest xgboost id3 gbm lightgbm gradient-boosting-machine cart adaboost c45 decision-tree gradient-boosting boosting bagging regression-trees

docker-kaggle-ko

머신러닝/딥러닝(PyTorch, TensorFlow) 전용 도커입니다. 한글 폰트, 한글 자연어처리 패키지(konlpy), 형태소 분석기, Timezone 등의 설정 등을 추가 하였습니다.

✭ 46

Jupyter Notebook Dockerfile python docker machine-learning deep-learning tensorflow gpu pytorch kaggle xgboost lightgbm cudf

61-68 of 68 lightgbm projects