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Search results for python lightgbm
lightgbm
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python
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151 search results found
Lightgbm
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16,056
A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.
Mljar Supervised
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2,867
Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation
Eli5
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2,695
A library for debugging/inspecting machine learning classifiers and explaining their predictions
Mars
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2,664
Mars is a tensor-based unified framework for large-scale data computation which scales numpy, pandas, scikit-learn and Python functions.
Forecasting
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2,540
Time Series Forecasting Best Practices & Examples
M2cgen
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2,411
Transform ML models into a native code (Java, C, Python, Go, JavaScript, Visual Basic, C#, R, PowerShell, PHP, Dart, Haskell, Ruby, F#, Rust) with zero dependencies
Awesome Decision Tree Papers
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2,266
A collection of research papers on decision, classification and regression trees with implementations.
Auto_ml
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1,442
[UNMAINTAINED] Automated machine learning for analytics & production
Mlbox
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1,403
MLBox is a powerful Automated Machine Learning python library.
Lambda Packs
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1,100
Precompiled packages for AWS Lambda
Alphapy
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1,003
Automated Machine Learning [AutoML] with Python, scikit-learn, Keras, XGBoost, LightGBM, and CatBoost
Autodl
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999
Automated Deep Learning without ANY human intervention. 1'st Solution for AutoDL challenge@NeurIPS.
Xorbits
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946
Scalable Python DS & ML, in an API compatible & lightning fast way.
Awesome Gradient Boosting Papers
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930
A curated list of gradient boosting research papers with implementations.
Skforecast
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792
Time series forecasting with scikit-learn models
Mlforecast
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635
Scalable machine 🤖 learning for time series forecasting.
Hyperparameter_hunter
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635
Easy hyperparameter optimization and automatic result saving across machine learning algorithms and libraries
Eland
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588
Python Client and Toolkit for DataFrames, Big Data, Machine Learning and ETL in Elasticsearch
Daily Deeplearning
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532
🔥机器学习/深度学习/Python/算法面试/自然语言处理教程/剑指offer/machine learning/deeplearning/Python/Algorithm interview/NLP Tutorial
Open Solution Home Credit
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444
Open solution to the Home Credit Default Risk challenge 🏡
Deepgbm
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424
Implementation for the paper "DeepGBM: A Deep Learning Framework Distilled by GBDT for Online Prediction Tasks", which has been accepted by KDD'2019.
Open Solution Mapping Challenge
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363
Open solution to the Mapping Challenge 🌎
Hypergbm
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306
A full pipeline AutoML tool for tabular data
Lleaves
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279
Compiler for LightGBM gradient-boosted trees, based on LLVM. Speeds up prediction by ≥10x.
My Data Competition Experience
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271
本人多次机器学习与大数据竞赛Top5的经验总结,满满的干货,拿好不谢
Bdci2018 Chinauuicom 1st Solution
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271
这是BDCI2018的联通赛题第一名解决方案
Lightgbm Gbdt Lr
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242
a python code of applying GBDT+LR for CTR prediction
Tinygbt
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224
A Tiny, Pure Python implementation of Gradient Boosted Trees.
Amazon Sagemaker Local Mode
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220
Amazon SageMaker Local Mode Examples
Learning_to_rank
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184
利用lightgbm做(learning to rank)排序学习,包括数据处理、模型训练、模型决策可视化、模型可解释性以及预测等。Use LightGBM to learn ranking, including data processing, model training, model decision visualization, model interpretability and prediction, etc.
Nyoka
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179
Nyoka is a Python library that helps to export ML models into PMML (PMML 4.4.1 Standard).
Lightgbmlss
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179
An extension of LightGBM to probabilistic modelling
Tencent Contest
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177
Vehicle License Plate Recognition
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155
🔥 🔥🔥基于Python的车牌检测和识别系统:
Recotour
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147
A tour through recommendation algorithms in python [IN PROGRESS]
Kaggle Competition Favorita
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138
5th place solution for Kaggle competition Favorita Grocery Sales Forecasting
Kdd_cup_2018
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109
KDD CUP 2018
Arfs
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80
All Relevant Feature Selection
Machinelearninglab
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80
Some experiments about Machine Learning
Dask Lightgbm
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77
Tianchi Trajectory Data Mining
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75
天池DCIC2020船只轨迹数据挖掘比赛算法阶段Rank 3解决方案:
Tencent2017_final_rank28_code
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75
2017第一届腾讯社交广告高校算法大赛Rank28_code
Autogbt Alt
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73
An experimental Python package that reimplements AutoGBT using LightGBM and Optuna.
Dc Hi_guides
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70
[Data Castle 算法竞赛] 精品旅行服务成单预测 final rank 11
Datafountain Intelligent Credit Score
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70
Df Early Warning Of The Wind Power System
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65
Deepko
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63
머신러닝/딥러닝(PyTorch, TensorFlow) 전용 도커입니다. 한글 폰트, 한글 자연어처리 패키지(konlpy), 형태소 분석기, Timezone 등의 설정 등을 추가 하였습니다.
Urban Region Function Classification
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61
Alpha Zero Boosted
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60
A "build to learn" Alpha Zero implementation using Gradient Boosted Decision Trees (LightGBM)
Avito Demand
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54
Avito Demand Prediction Challenge 🏬
Quantumforest
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53
Fast Differentiable Forest lib with the advantages of both decision trees and neural networks
Machine_learning_code
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52
《统计学习方法》与常见机器学习模型(GBDT/XGBoost/lightGBM/catBoost/F
2018 Iflytek Marketing Algorithms Competition Finals Rank1
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52
2018科大讯飞营销算法大赛(冠军方案)
Imba
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49
Ds Ml Public
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49
Python Scripts and Jupyter Notebooks
Lightgbm With Focal Loss
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48
An implementation of the focal loss to be used with LightGBM for binary and multi-class classification problems
Autotabular
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45
Automatic machine learning for tabular data. ⚡🔥⚡
Activeuserprediction
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43
predict app users that will be active in some period of time given log information of the users
Rosetta_recsys2019
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42
The 4th Place Solution to the 2019 ACM Recsys Challenge by Team RosettaAI
Msds696 Masters Final Project
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41
Earthquake Prediction Challenge with LightGBM and XGBoost
Datascienv
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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
Kaggledays Recruit
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40
Complete solution for the Recruit Restaurant Visitor Forecasting Competition
Atmacup 5
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39
atmaCup #5 solution (Public: 2nd, Private: 6th)
Open Solution Value Prediction
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39
Open solution to the Santander Value Prediction Challenge 🐠
Ml Competition Template Titanic
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38
Kaggle Titanic example
Ijcai 18
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37
IJCAI2018阿里妈妈搜索广告转化率预估rank41方案
Tianchi_meinian_rank12_1st_season
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35
Jdata_2018
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34
京东Jdata2018"如期而至"用户购买时间预测
Forecasting 1.0
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29
Predictive algorithm for forecasting the mexican stock exchange. Machine Learning approach to forecast price and Indicator behaviours of MACD, Bollinger and SuperTrend strategy
Machinelearningpractice
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28
Some practices using statistical machine learning technique based on some dataset. (notes and doing from scratch)
Kaggle Dae
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27
kaggleのporto-seguro-safe-driver-prediction, michaelのsolver
Malware_evasion_competition
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26
Kaggle Competition Sberbank
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26
Top 1% rankings (22/3270) code sharing for Kaggle competition Sberbank Russian Housing Market: https://www.kaggle.com/c/sberbank-russian-housing-
Sdsj Automl
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26
Sberbank Data Science Jorney Auto-ML competition
Safe Mbrl
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26
Safe Model-based Reinforcement Learning with Robust Cross-Entropy Method
Mltb
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25
Machine Learning Tool Box
Pytoolkit
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24
pythonのオレオレライブラリ
2019 Tencent Ad Competition Rank16 Solution
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23
Mlops Best Practices
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23
Practical guide to build end-to-end machine learning pipeline and deploy your model in production,
Urfc Top4
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22
Baidu Big Data Contest 2019: Urban Region Function Classification, top4
Talks
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22
Conference talks, meetup talks, and misc. writing
Tencent_social_advertising_algorithm_competition
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21
第一届腾讯社交广告高校算法大赛Tencent_2017_contest
Kdxf2019top2
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21
2019科大讯飞工程机械赛题-亚军
Ml Parameter Optimization
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21
Hyperparameter optimization for machine learning algorithms.
Sdsj2018_lightgbm_baseline
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20
Sberbank Data Science Journey 2018 LightGBM Baseline
Gbm Benchmarks
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18
Pymlup
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18
MLup is framework for easy and fast run ML in production
Tianchi_ogeek_rank2
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18
TIANCHI天池-OGeek算法挑战赛(亚军)
Acemap Paper X Ray
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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
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16
Code for top 3% result in the Kaggle Corporacion Favorita Grocery Sales Forecasting competition.
Text Classification Benchmark
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16
文本分类基准测试
Automlk
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16
automated machine learning toolkit
Atec_payment_risk_recognition_competition
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15
ATEC蚂蚁开发者大赛-风险大脑-支付风险识别
Jdata_code
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15
用户对品类下店铺的购买预测
Xgboost Lightgbm Hyperparameter Tuning
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14
Bayesian Optimization and Grid Search for xgboost/lightgbm
Ifly Algorithm_challenge
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14
讯飞移动广告反欺诈算法竞赛
Malwareclassify
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14
malware classify 第三届『阿里云安全算法挑战赛』源码
Ngboost Experiments
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14
Play around with NGBoost and compare with LightGBM and XGBoost
Kagglelib
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13
A library of most useful basic functions for Kaggle competitions
Tsforest
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13
Time series forecasting based on tree ensembles learning
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