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309 search results found

2018 Iflytek Marketing Algorithms Competition Finals Rank1 ⭐ 52

2018科大讯飞营销算法大赛（冠军方案）

Machine_learning_code ⭐ 52

《统计学习方法》与常见机器学习模型(GBDT/XGBoost/lightGBM/catBoost/F

Fast_retraining ⭐ 50

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

Rlightgbm ⭐ 50

R Interface for LightGBM

Cikm Analyticup 2018 ⭐ 50

CIKM AnalytiCup 2018 – 阿里小蜜机器人跨语言短文本匹配算法竞赛 – Rank12方案

Ds Ml Public ⭐ 49

Python Scripts and Jupyter Notebooks

Lightgbm Gpu ⭐ 48

Development Repository for GPU-accelerated GBDT training

Lightgbm With Focal Loss ⭐ 48

An implementation of the focal loss to be used with LightGBM for binary and multi-class classification problems

Lightgbm4j ⭐ 45

Java LightGBM binding

Autotabular ⭐ 45

Automatic machine learning for tabular data. ⚡🔥⚡

Activeuserprediction ⭐ 43

predict app users that will be active in some period of time given log information of the users

Rosetta_recsys2019 ⭐ 42

The 4th Place Solution to the 2019 ACM Recsys Challenge by Team RosettaAI

Treetops ⭐ 42

Fast LightGBM tree model inference Java library which is based on ASM dynamic code generation framework.

Oasw Concept Drift Detection And Adaptation ⭐ 42

An online learning method used to address concept drift and model drift. Code for the paper entitled "A Lightweight Concept Drift Detection and Adaptation Framework for IoT Data Streams" published in IEEE Internet of Things Magazine.

Datascienv ⭐ 41

datascienv is package that helps you to setup your environment in single line of code with all dependency and it is also include pyforest that provide single line of import all required ml libraries

Lightgbm.jl ⭐ 41

LightGBM.jl provides a high-performance Julia interface for Microsoft's LightGBM.

Msds696 Masters Final Project ⭐ 41

Earthquake Prediction Challenge with LightGBM and XGBoost

Kaggledays Recruit ⭐ 40

Complete solution for the Recruit Restaurant Visitor Forecasting Competition

Atmacup 5 ⭐ 39

atmaCup #5 solution (Public: 2nd, Private: 6th)

Open Solution Value Prediction ⭐ 39

Open solution to the Santander Value Prediction Challenge 🐠

Jpmml Sparkml Lightgbm ⭐ 39

JPMML-SparkML plugin for converting LightGBM-Spark models to PMML

Ml Competition Template Titanic ⭐ 38

Kaggle Titanic example

Ijcai 18 ⭐ 37

IJCAI2018阿里妈妈搜索广告转化率预估rank41方案

Litemort ⭐ 36

A memory efficient GBDT on adaptive distributions. Much faster than LightGBM with higher accuracy. Implicit merge operation.

Perfect Guide About Machine Learning Study ⭐ 35

파이썬 머신러닝 완벽 가이드를 교재로 진행한 쏘카 데이터 그룹 사내 스터디 보완 자료

Tianchi_meinian_rank12_1st_season ⭐ 35

Jdata_2018 ⭐ 34

京东Jdata2018"如期而至"用户购买时间预测

Recsys Challenge 2020 Twitter ⭐ 32

The complete code and notebooks used for the ACM Recommender Systems Challenge 2020 by our team BanaNeverAlone at Politecnico di Milano

Automl Benchmark ⭐ 31

A Performance Benchmark of Different AutoML Frameworks

Lightgbm Transform ⭐ 30

Transformation library for LightGBM

Forecasting 1.0 ⭐ 29

Predictive algorithm for forecasting the mexican stock exchange. Machine Learning approach to forecast price and Indicator behaviours of MACD, Bollinger and SuperTrend strategy

2020 Ccf Crowd Flow Prediction ⭐ 29

科技战疫-大数据公益挑战赛-DataFountain重点区域人群密度预测第1名方案

Machinelearningpractice ⭐ 28

Some practices using statistical machine learning technique based on some dataset. (notes and doing from scratch)

Dku Kaggle Class ⭐ 28

단국대 SW중심대학 2020년도 오픈소스SW설계 - 캐글뽀개기 수업 일정 및 강의자료

Mobileriskuser ⭐ 27

基于移动网络通讯行为的风险用户识别 (15th/624)

Kaggle Dae ⭐ 27

kaggleのporto-seguro-safe-driver-prediction, michaelのsolver

Decision Trees For Ml ⭐ 27

Building Decision Trees From Scratch In Python

Data Mining For Cybersecurity ⭐ 27

Data Mining for Cybersecurity

Sdsj Automl ⭐ 26

Sberbank Data Science Jorney Auto-ML competition

Safe Mbrl ⭐ 26

Safe Model-based Reinforcement Learning with Robust Cross-Entropy Method

Kaggle Competition Sberbank ⭐ 26

Top 1% rankings (22/3270) code sharing for Kaggle competition Sberbank Russian Housing Market: https://www.kaggle.com/c/sberbank-russian-housing-

Malware_evasion_competition ⭐ 26

Recsys2019 ⭐ 26

The complete code and notebooks used for the ACM Recommender Systems Challenge 2019

Machine Learning Tool Box

Pover T Tests ⭐ 25

Tuling Video Click Top3 ⭐ 25

图灵联邦视频点击预测大赛线上第三-【ctr, embedding, 穿越特征】

Xw2020 Top1 ⭐ 24

“2020创青春·交子杯” 挑战赛 AI算法赛道 TOP1方案

Stackgbm ⭐ 24

🌳 Stacked Gradient Boosting Machines

Crosspredict ⭐ 24

Privacy-Preserving Gradient Boosting Decision Trees (AAAI 2020)

天池比赛：津南数字制造算法挑战赛【赛场一】初赛 17 名 Drop 队代码

Pytoolkit ⭐ 24

pythonのオレオレライブラリ

2019中国高校计算机大赛——大数据挑战赛第一名解决方案

Mlops Best Practices ⭐ 23

Practical guide to build end-to-end machine learning pipeline and deploy your model in production,

2019 Tencent Ad Competition Rank16 Solution ⭐ 23

Urfc Top4 ⭐ 22

Baidu Big Data Contest 2019: Urban Region Function Classification, top4

Conference talks, meetup talks, and misc. writing

Gradient boosted decision trees for multiple outputs. Better generalization ability, faster training and inference.

Tencent_social_advertising_algorithm_competition ⭐ 21

第一届腾讯社交广告高校算法大赛Tencent_2017_contest

Lightgbmexplainer ⭐ 21

An R package that makes lightgbm models fully interpretable (take reference from https://github.com/AppliedDataSciencePartners/xgbo

Ml Parameter Optimization ⭐ 21

Hyperparameter optimization for machine learning algorithms.

Brainwavesmachinelearning ⭐ 21

Source code of 1st Place Solution in Brainwaves Machine Learning Hackathon 2019.

Kdxf2019top2 ⭐ 21

2019科大讯飞工程机械赛题-亚军

Handson Gb ⭐ 20

XGBoost와 사이킷런으로 배우는 그레이디언트 부스팅

Sdsj2018_lightgbm_baseline ⭐ 20

Sberbank Data Science Journey 2018 LightGBM Baseline

Microsoft_malware_prediction_kaggle_2nd ⭐ 20

This repository contains the winning solution (2nd place) of the Macrosoft Maleware Prediction Challenge on Kaggle.

Rinse Over Run ⭐ 20

Winners of the Sustainable Industry: Rinse Over Run competition

Gbm Multicore ⭐ 19

GBM multicore scaling: h2o, xgboost and lightgbm on multicore and multi-socket systems

Mimic3 Time Series ⭐ 19

MIMIC-III Time Series Models

Tianchi_ogeek_rank2 ⭐ 18

TIANCHI天池-OGeek算法挑战赛（亚军）

Gbm Benchmarks ⭐ 18

MLup is framework for easy and fast run ML in production

Distributional Gradient Boosting Machines

Humanorrobot ⭐ 17

a solution for competition of kaggle `Human or Robot`

Xgboost_vs_lightgbm ⭐ 16

Comparison of XGBoost and LightGBM (speed, accuracy and complexity)

Text Classification Benchmark ⭐ 16

文本分类基准测试

Lightgbm4j ⭐ 16

A JVM interface 🌯 for LightGBM, written in Scala, for inference in production.

automated machine learning toolkit

LightGBM Online Installer [ devtools::install_github("Laurae2/lgbdl") ]

Acemap Paper X Ray ⭐ 16

This repo is the source code of Acemap-Paper X-Ray, which is a system to evaluate the look of your uploaded paper for a specific conference.

Kaggle Favorita ⭐ 16

Code for top 3% result in the Kaggle Corporacion Favorita Grocery Sales Forecasting competition.

Kaggle Dsb2019 ⭐ 16

This is a repository for the Kaggle competition "Data Science Bowl 2019"

Bitboost ⭐ 15

Fast Gradient Boosting Decision Trees with Bit-Level Data Structures

Jdata_code ⭐ 15

用户对品类下店铺的购买预测

Atec_payment_risk_recognition_competition ⭐ 15

ATEC蚂蚁开发者大赛-风险大脑-支付风险识别

Deep Learning For Human Activity Recognition ⭐ 15

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

Retrofit ⭐ 15

Automation of feature engineering, machine learning, model evaluation, model interpretation, eda, forecasting, recommender systems and more.

Apartment Interest Prediction ⭐ 15

Predict people interest in renting specific NYC apartments. The challenge combines structured data, geolocalization, time data, free text and images.

Xgboost Lightgbm Hyperparameter Tuning ⭐ 14

Bayesian Optimization and Grid Search for xgboost/lightgbm

Malwareclassify ⭐ 14

malware classify 第三届『阿里云安全算法挑战赛』源码

Ngboost Experiments ⭐ 14

Play around with NGBoost and compare with LightGBM and XGBoost

Ijcai 18 Alimama Sponsored Search Conversion Rate Cvr Prediction Contest ⭐ 14

Source Code of IJCAI-18 Alimama Sponsored Search Conversion Rate Prediction Contest

My kaggle competition solution and notebook

Mofc Demand Forecast ⭐ 14

Time Series Forecasting for the M5 Competition

Ifly Algorithm_challenge ⭐ 14

讯飞移动广告反欺诈算法竞赛

Tsforest ⭐ 13

Time series forecasting based on tree ensembles learning

Sdsj2018 Automl ⭐ 13

Sberbank Data Science Journey 2018 3rd place solution

Gbdt Algos Performance Tests ⭐ 13

Thesis_stratigraphy_prediction_2019 ⭐ 13

101-200 of 309 search results

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