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Search results for lightgbm

309 search results found

Hanhan_data_science_resources2 ⭐ 13

more data science resources

Kagglelib ⭐ 13

A library of most useful basic functions for Kaggle competitions

Lightgbm Cegb ⭐ 12

Fork of Microsoft/LightGBM to include support for the CEGB (Cost Efficient Gradient Boosting) algorithm. Original repository at https://github.com/Microsoft/LightGBM

Amex Default Prediction ⭐ 12

Kaggle Competition

Ml Hairstyle Classification ⭐ 12

Discovering hairstyle trends at a global scale on Instagram. Instagram posts have been clustered together into hairstyles

Quantitative Trading ⭐ 12

Wideboost ⭐ 12

Wrappers to implement wide boosting using popular boosting frameworks

Scdv Python ⭐ 12

Sparse Composite Document Vectors using soft clustering over distributional representations

Lightgbm.net ⭐ 12

.Net wrapper around the LightGBM library

Tencentsocialads ⭐ 12

腾讯社交广告高校算法大赛

Open Solution Talking Data ⭐ 11

Open solution to the TalkingData AdTracking Fraud Detection Challenge

Model Stacking ⭐ 11

Model stacking example on toy dataset using XGBoost, LightGBM and more, combined with mlxtend model stacking.

Hikeathon_analytics_vidhya ⭐ 11

This repo contains my code for Hikeathon contest conducted by Analytics Vidhya

Spam_email_classificaton ⭐ 11

使用朴素贝叶斯、SVM、逻辑回归、RF、XGBoost、LightGBM的方法实现垃圾邮件分类任务，

Lightgbm Dask Testing ⭐ 11

Test LightGBM's Dask integration on different cluster types

Simple and efficient tools for data science.

Lightgbm ⭐ 11

2018 CCF 电信套餐预测

Autokeras_tabular ⭐ 10

Autokeras Tabular extension

Lightgbm Feature Transform ⭐ 10

lightgbmのfeature-transform（特徴量の非線形化）をすることで、80,000を

Power Usage Predict ⭐ 10

🥉2023 Power Consumption Prediction AI Competition🥉

Kaggle_favorita Grocery Sales ⭐ 10

12th place solution for Kaggle Corporación Favorita Grocery Sales Forecasting

Quora Question Pairs ⭐ 10

七月在线集训营第6期NLP结业项目

2020ccf Bdci Spatial Temporal Road Condition Prediction ⭐ 10

Awesome Gbms ⭐ 10

A curated list of gradient boosting machines (GBM) resources

Ashrae Energy Prediction ⭐ 9

ASHRAE - Great Energy Predictor III Challenge

Urank_umart ⭐ 9

Listwise Learning to Rank by Exploring Unique Ratings (WSDM 2020)

Dcic2023 Fraud Risk Identification ⭐ 9

本赛题旨在运用有效的金融科技和大数据系统，分析涉赌涉诈资金交易新方式，持续优化风险监测模型，通过赛题

Credit Risk Management ⭐ 9

A binary classification model is developed to predict the probability of paying back a loan by an applicant. Customer previous loan journey was used to extract useful features using different strategies such as manual and automated feature engineering, and deep learning (CNN, RNN). Various machine learning algorithms such as Boosted algorithms (XGBoost, LightGBM, CatBoost) and Deep Neural Network are used to develop a binary classifier and their performances were compared.

Demo from Data Community Bydgoszcz i Toruń, 27.02.2019

Optiver Prediction ⭐ 9

kaggle competition

Kddcup2018 ⭐ 9

KDD Cup 2018 of Fresh Air

Python library for converting machine learning models to pmml file

Boosting Tree Tokenizer ⭐ 9

Gradient Boosting Dicision Tree(LightGBM)を用い、教師ありで自然言語の分かちと形態素の推定を学習＆予想します。名称

Ventilator Pressure Prediction ⭐ 9

🥉171st place in Google brain solution🥉

Music_lgb_recommend_kkbox ⭐ 8

use lightgbm to recommend music,and the benchmark dataset is kkbox dataset wsdm2018

Lightgbmdotnet ⭐ 8

A .NET wrapper for the LightGBM machine learning library

Awesome Gradient Boosting ⭐ 8

A curated list of Gradient Boosting resources for Data Scientists

Kaggle Predicting Future Sales ⭐ 8

📈Forecasting Total amount of Products using time-series dataset consisting of daily sales data provided by one of the largest Russian software firms📆

Sdsj2018 Automl ⭐ 8

SDSJ 2018 AutoML | `LFBR` Team Solution

Cross platform audio feature extraction and sound classification tool

Jobcare Recommendation ⭐ 8

🥉잡케어 추천 알고리즘 경진대회🥉

Shopee Code League 2020 Competition 2 Open Product Detection Baseline Over 0.8 ⭐ 8

Include 2020 Shopee Code League(Asia Region) series competition's solution(NLP/CV/GBDT) & I'm the Best Coder 2020 solution(Taiwan Region)

Writing Quality ⭐ 8

🥉Linking Writing Processes to Writing Quality🥉

Ens Challenge Data Cryptocurrency Clusters ⭐ 7

This challenge organized by ENS Ulm and Collège de France was about predicting mean return of cluster's assets relatively to the bitcoin during the last hour of the day, given the last 23 hours.

Lightgbm Docs ⭐ 7

LightGBM 문서 번역 저장소

Sdsj2018_solution ⭐ 7

2nd place solution for Sberbank Data Science Journey 2018 AutoML competition

Analyticsvidya_contests ⭐ 7

Repository holds all the contests and Hackathons from Analytics Vidya

Automated Modeling in Financial Domain

Tree Math ⭐ 7

Math behind all the mainstream tree-based machine learning models

Neurips17 ⭐ 7

NeurIPS 2017 Competition Classifying Genetic Mutations by Text (Top-1 Solution)

Mlr3learners.lightgbm ⭐ 7

Learners from {lightgbm} for mlr3

Python Projects ⭐ 7

Portfolio in Python

Predict Delinquency ⭐ 7

🏆신용카드 사용자 연체 예측 AI 경진대회 2등 솔루션🏆

LightGBM + Optuna

Air_pollutants_prediction_lstm ⭐ 6

This is a project for predicting air pollutants in London by time series model, including lstm, bilstm, Convlstm, attention lstm, lightGBM and ARIMA

Serverless_prediction ⭐ 6

DataFountain大赛项目：CCF大数据时代的Serverless工作负载预测

Fastcampus Machine Learning Project ⭐ 6

Of_conformal ⭐ 6

OpenFaaS function re-implementing https://doi.org/10.1186/s13321-018-0325-4 with LightGBM

Hft Price Prediction ⭐ 6

A project of using machine learning model (tree-based) to predict short-term instrument price up or down in high frequency trading.

Partialplot ⭐ 6

Partial dependency plots in R for xgboost, lightGBM and ranger objects

Kaggle Allstate Solution ⭐ 6

My solution of Kaggle competition - Allstate Claims Severity

Gbt_benchmarks ⭐ 6

Gradient Boosted Trees Mega Benchmark

Ncaa 2018 Mens March Madness ⭐ 6

March Madness Predictions

Smp 2018 Ensemble Guide ⭐ 6

SMP2018 (1st prize)-Ensemble-Guide

Lightgbm Feedstock ⭐ 6

A conda-smithy repository for lightgbm.

Yasa_classifier ⭐ 6

Notebooks for training the classifier of YASA sleep staging

Janatahack Customer Segmentation ⭐ 6

Rank 2 Public LB Solution

Cloudynight ⭐ 6

Code and example data repository for Mommert (2020): Cloud Identification from All-sky Camera Data with Machine Learning

Dacon_14th_competition_code ⭐ 6

Dacon 14th Competition 1st Place- "Financial smishing character analysis"

Toxic Comment Detector ⭐ 6

Ai Hack Tunisia 2019 ⭐ 6

Code Solution for machine learning problems solved in AI Hackathon of Tunisia.

Tianchi_ecg_competition ⭐ 5

心电异常检测

Retailhero_recommender ⭐ 5

1st place solution

Data Science ⭐ 5

Hi, there. This is my world to learn about machine learning. I'm full of passion of data science and keep going studying. If you have same interest with me, let's start to learn it right now!

Neural_ensemble_trees ⭐ 5

The Neural Ensemble Trees (NET) is a neural model based on RF or GBDT.

House Prices Advanced Regression Techniques ⭐ 5

The objective of the project is to perform advance regression techniques to predict the house price in Boston.

Tencentsocialadvertising 30th Solutions ⭐ 5

Bcpm Msaenet ⭐ 5

Solution for the precisionFDA Brain Cancer Predictive Modeling Challenge using msaenet

Project_rossmann_sales_prediction ⭐ 5

预测rossmann1115家商店未来的销售额

Devplatv2template ⭐ 5

Ai Based Railway Reservation System ⭐ 5

Wsdm_cup_music_adjust ⭐ 5

Option_trading ⭐ 5

Option trading based on a strategy

Lucidum.legacy ⭐ 5

An R Shiny app to build and understand GBMs and GLMs

Machine Learning Workshop ⭐ 5

We come from different major backgrounds, such as computer science, statistics, mathematics and management science. The difference between us sparks the inspiring communications that lead to creation of various and creative application scenario, and that enhance further understanding on the incredible methodology behind those algorithms. Our goals are to elevate the qualities of operation processes in bank , to lower the cost and risk of running business , and to expand the market share in f

Profit-driven demand forecasting with gradient boosted trees

Stream Gbm ⭐ 5

Streamlit application for classification of csv files

Machinelearning_toolbox ⭐ 5

Python scripts for ML, ensemble classifier, random hyperparameter search.

Ds Ml Paper Note Code ⭐ 5

Papers, notes and code about Machine Learning and Deep Learning

Machinelearning Docker ⭐ 5

Studentcup2020 ⭐ 5

Ai Models Serialization ⭐ 5

AI模型序列化总结

Kaggle Titanic ⭐ 5

Trying out things on Kaggle's Titanic dataset

Kaggle Home Credit Default Risk Solution ⭐ 5

Solution for Kaggle competition - Home-Credit-Default-Risk

Cambridgetemperaturenotebooks ⭐ 5

Cambridge UK temperature forecast python notebooks

Model_retrieval ⭐ 5

🚑Some ML Model Retrieval

Risk Adjustment Ml ⭐ 5

Incorporating machine learning and social determinants of health indicators into prospective risk adjustment for health plan payments.

Osx Dev Setup ⭐ 5

Scripts to use for setup development environment on Mac OS X

Kaggle_zestimate ⭐ 5

Zillow Prize Challenge

201-300 of 309 search results

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