Ecosyste.ms: Repos

An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: catboost

Repositories

vikramnayyar/Customer-Identification-for-Bank-Marketing

ML classification project identifying term deposit customers for a bank.

Language: Python - Size: 1.96 MB - Last synced: about 8 hours ago - Pushed: about 2 years ago - Stars: 1 - Forks: 2

catboost/catboost

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

Language: Python - Size: 1.6 GB - Last synced: about 24 hours ago - Pushed: 1 day ago - Stars: 7,779 - Forks: 1,152

bananananacat/MBTI_Analysis

HSE ML Project - Psychotypes analysis by Myers–Briggs Type Indicator

Language: Jupyter Notebook - Size: 1.69 MB - Last synced: about 23 hours ago - Pushed: 1 day ago - Stars: 2 - Forks: 0

benedekrozemberczki/awesome-decision-tree-papers

A collection of research papers on decision, classification and regression trees with implementations.

Language: Python - Size: 870 KB - Last synced: about 22 hours ago - Pushed: 2 months ago - Stars: 2,339 - Forks: 339

debjitpal5040/ML_Algorithms

A repository for almost every machine learning algorithms

Language: Jupyter Notebook - Size: 58.9 MB - Last synced: 2 days ago - Pushed: 2 days ago - Stars: 1 - Forks: 0

denis-42ds/demand_forecast_retailer

creation of an interface and algorithm for forecasting demand for 14 days for goods of own production

Language: Jupyter Notebook - Size: 16.6 MB - Last synced: 1 day ago - Pushed: 2 days ago - Stars: 1 - Forks: 0

sadovsd/crypto-price-prediction-ML-pipeline

Forecasting Ethereum return quantiles using a handful of different statistical learning models and selecting the best based on out of sample error. Hopsworks feature store and model registry is used to automate the process. Ethereum quantile returns are predicted daily and displayed on a Streamlit dashboard.

Language: Jupyter Notebook - Size: 84 MB - Last synced: 2 days ago - Pushed: 3 days ago - Stars: 1 - Forks: 1

farazkhancodes/Predictive-Modelling-of-Multimodal-Single-Cell-Genomic-Data-with-Machine-Learning-Algorithms

This code demonstrates the use of machine learning to model the multimodal nature of a single cell. Using machine learning to predict RNA from DNA, that is, using chromatin accessibility data to predict the RNA gene expression and to predict surface protein from RNA, that is, using RNA sequence data to predict surface protein levels in a cell

Language: Jupyter Notebook - Size: 11 MB - Last synced: 3 days ago - Pushed: 6 days ago - Stars: 0 - Forks: 0

yantonov/ml-docker

Playground for common python ml libraries

Language: Makefile - Size: 87.9 KB - Last synced: 4 days ago - Pushed: 4 days ago - Stars: 1 - Forks: 0

Ahmed-Maher77/Wind-Turbine-Power-Prediction-App-using-Machine-Learning

"Wind Power Predictor" is a machine learning project that forecasts turbine output using real-time data from Turkish wind farms. Its web app interface offers convenient access to predictions, enabling informed decisions for maximizing energy production and advancing renewable energy usage.

Language: HTML - Size: 26.6 MB - Last synced: 3 days ago - Pushed: 5 days ago - Stars: 0 - Forks: 0

viventriglia/t-fors

Traveling Ionospheric Disturbances Forecasting System, funded by the European Community, Horizon Europe

Language: HTML - Size: 46.7 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 1 - Forks: 0

TsLu1s/TSForecasting

TSForecasting - Automated Time Series Forecasting Framework

Language: Python - Size: 216 KB - Last synced: 4 days ago - Pushed: 5 days ago - Stars: 24 - Forks: 1

Efesasa0/GDZ-elektrik-timeseries

Almost and AutoML around xgb, catboost and lightgbm

Language: Python - Size: 22.2 MB - Last synced: 5 days ago - Pushed: 6 days ago - Stars: 2 - Forks: 1

princessEmilyy/ML-project-diabetes-

Project for applied classical ML course at the Weizmann institute

Language: Python - Size: 183 MB - Last synced: 7 days ago - Pushed: 7 days ago - Stars: 0 - Forks: 0

StatMixedML/CatBoostLSS

An extension of CatBoost to probabilistic modelling

Size: 6.82 MB - Last synced: 6 days ago - Pushed: 7 months ago - Stars: 140 - Forks: 13

mljar/mljar-supervised

Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation

Language: Python - Size: 9.49 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 2,923 - Forks: 381

benedekrozemberczki/awesome-gradient-boosting-papers

A curated list of gradient boosting research papers with implementations.

Language: Python - Size: 1.48 MB - Last synced: about 23 hours ago - Pushed: 2 months ago - Stars: 982 - Forks: 154

sofi211/Portfolio

Проекты, написанные за время обучения в Яндекс Практикум

Language: Jupyter Notebook - Size: 1.09 MB - Last synced: 12 days ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

HunterMcGushion/hyperparameter_hunter

Easy hyperparameter optimization and automatic result saving across machine learning algorithms and libraries

Language: Python - Size: 7.27 MB - Last synced: 10 days ago - Pushed: over 3 years ago - Stars: 702 - Forks: 103

nanxstats/stackgbm

🌳 Stacked Gradient Boosting Machines

Language: R - Size: 1.91 MB - Last synced: 13 days ago - Pushed: 14 days ago - Stars: 25 - Forks: 1

Andre-Gilbert/Earthquake-Forecasting

Real-time forecasting of earthquakes

Language: Jupyter Notebook - Size: 32.8 MB - Last synced: 14 days ago - Pushed: 14 days ago - Stars: 4 - Forks: 0

owenodriscoll/AutoML

Python package for automated hyperparameter-optimization of common machine-learning algorithms

Language: Python - Size: 2.94 MB - Last synced: 14 days ago - Pushed: 15 days ago - Stars: 2 - Forks: 0

Awrsha/Thyroid-Disease-Detection-ML Fork of amir-rs/Thyroid-Disease-Detection-ML

This project aims to predict thyroid disease based on various patient features using machine learning techniques.

Language: Jupyter Notebook - Size: 16.1 MB - Last synced: 16 days ago - Pushed: 16 days ago - Stars: 0 - Forks: 0

Master-sniffer/ML

Here I write some code for ML and NN with pain

Language: Jupyter Notebook - Size: 262 MB - Last synced: 16 days ago - Pushed: 16 days ago - Stars: 1 - Forks: 0

bhattbhavesh91/catboost-tutorial

A small tutorial to demonstrate the power of CatBoost Algorithm

Language: Jupyter Notebook - Size: 293 KB - Last synced: 18 days ago - Pushed: almost 3 years ago - Stars: 6 - Forks: 14

goo-goo-goo-joob/CreditRisks

Software for managing the Bank's credit risks based on Rosstat open data.

Language: Jupyter Notebook - Size: 1.88 MB - Last synced: 19 days ago - Pushed: 11 months ago - Stars: 2 - Forks: 0

Tikhon-Radkevich/VK-Techno-Test

Профильное Задание VK

Language: Jupyter Notebook - Size: 12.5 MB - Last synced: 20 days ago - Pushed: 20 days ago - Stars: 0 - Forks: 0

zephyrluo/oral

Language: Dart - Size: 920 KB - Last synced: 20 days ago - Pushed: over 6 years ago - Stars: 3 - Forks: 0

amir-rs/Brest-Cancer-Prediction-using-ML

Language: Jupyter Notebook - Size: 2.56 MB - Last synced: 20 days ago - Pushed: 20 days ago - Stars: 1 - Forks: 1

catboost/tutorials

CatBoost tutorials repository

Language: Jupyter Notebook - Size: 75 MB - Last synced: 22 days ago - Pushed: 22 days ago - Stars: 966 - Forks: 398

DataCanvasIO/HyperGBM

A full pipeline AutoML tool for tabular data

Language: Python - Size: 11 MB - Last synced: 20 days ago - Pushed: 3 months ago - Stars: 323 - Forks: 45

gulabpatel/Machine-Learning

Regression, Classification, Clustering, Dimension-reduction, Anomaly detection

Language: Jupyter Notebook - Size: 23.5 MB - Last synced: 22 days ago - Pushed: 23 days ago - Stars: 6 - Forks: 2

acforvs/Kaggle-In-house-classification

Kaggle classification contest report (in Russian)

Language: Jupyter Notebook - Size: 239 KB - Last synced: 25 days ago - Pushed: over 2 years ago - Stars: 4 - Forks: 1

inskyeee/data-science

Data science projects

Language: Jupyter Notebook - Size: 18.2 MB - Last synced: 25 days ago - Pushed: 26 days ago - Stars: 2 - Forks: 0

erdogant/hgboost

hgboost is a python package for hyper-parameter optimization for xgboost, catboost or lightboost using cross-validation, and evaluating the results on an independent validation set. hgboost can be applied for classification and regression tasks.

Language: Python - Size: 24.2 MB - Last synced: 17 days ago - Pushed: 8 months ago - Stars: 54 - Forks: 17

Lednik7/Final-of-NTI-2021

Репозиторий хранит лучшее решение команды-победителя Best Character для олимпиады НТИ

Language: Jupyter Notebook - Size: 3.27 MB - Last synced: 25 days ago - Pushed: about 3 years ago - Stars: 4 - Forks: 0

ashen007/steel_plates

associate with Steel Plate Defect Prediction Playground Series - Season 4, Episode 3

Language: Jupyter Notebook - Size: 13.8 MB - Last synced: 26 days ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

catboost/benchmarks

Comparison tools

Language: Jupyter Notebook - Size: 43.3 MB - Last synced: 26 days ago - Pushed: 26 days ago - Stars: 163 - Forks: 47

Denis-Mukhanov/regex_vin

Practicum Workshop

Language: Jupyter Notebook - Size: 33.2 KB - Last synced: 28 days ago - Pushed: 28 days ago - Stars: 0 - Forks: 0

Programming-Technology-ALG/class_ml_lab1 📦

Language: Jupyter Notebook - Size: 2.21 MB - Last synced: 28 days ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

Mushfiqur-Rahman-Robin/Coverage-Checker

This application is based on a CatBoost machine learning model. This basically takes four queries from the user (Upazila/Thana name, Network availability (3G/4G), District, and Zip code) and outputs the best operator for that location. This model was trained on the data I collected from Opensingnal application. I collected 22,360 data for 559 locations of Bangladesh. Currently this model is based on a static dataset but in the future, I have a plan to upgrade it to a real-time data collection-based model.

Language: Jupyter Notebook - Size: 1.99 MB - Last synced: 29 days ago - Pushed: over 2 years ago - Stars: 2 - Forks: 1

yash-gajjjar/Predicting-Medical-Insurance-Price-ML

Used different types of supervised machine learning algorithms with one and multiple variables using categorical features.

Language: Jupyter Notebook - Size: 8.26 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

nakshatrasinghh/Bank-Fears-Loanliness-Prediction

HackerEarth Machine Learning Problem solved with ❤️ by Nakshatra Singh.

Language: Jupyter Notebook - Size: 7.54 MB - Last synced: about 1 month ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

LazarevaL/AI_hack_lipetsk

Хакатон Цифровой прорыв 3 место

Language: Jupyter Notebook - Size: 124 KB - Last synced: about 1 month ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

yash-gajjjar/Bangalore-Housing-Price-Prediction-ML

Used Linear Regression, Decision Tree, Random Forest and XGBoost, AdaBoost, LightGBM and CatBoost ML Algorithm to Predict Bangalore housing price.

Language: Jupyter Notebook - Size: 608 KB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

bharadwaj6/ml_kernels 📦

A bunch of one-off kernels written for various machine learning hackathons using different libraries

Language: Jupyter Notebook - Size: 85 KB - Last synced: about 1 month ago - Pushed: over 2 years ago - Stars: 1 - Forks: 2

AdrianAntico/AutoQuant

R package for automation of machine learning, forecasting, model evaluation, and model interpretation

Language: R - Size: 804 MB - Last synced: 18 days ago - Pushed: 4 months ago - Stars: 230 - Forks: 44

aws-samples/amazon-sagemaker-local-mode

Amazon SageMaker Local Mode Examples

Language: Python - Size: 5.98 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 228 - Forks: 55

DohyunBu/LG-AIMERS_03-49_AT_MEETINGROOM..._Table_No.2

2024 상반기 LG Aimers 오프라인 해커톤 대회 (최우수상)

Language: Jupyter Notebook - Size: 20.8 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

auto-flow/auto-flow

AutoFlow : Automatic machine learning workflow modeling platform

Language: Python - Size: 12.3 MB - Last synced: 14 days ago - Pushed: over 2 years ago - Stars: 66 - Forks: 5

ArmandoGaGo/Bullet-Train-Hackathon

The goal of the Hackathon is to predict whether a passenger was satisfied or not considering his/her overall experience of traveling on the Shinkansen Bullet Train.

Language: Jupyter Notebook - Size: 743 KB - Last synced: about 1 month ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

Sans03J/Car-Price-Prediction

A diverse dataset comprising various car attributes such as mileage, model year, brand, and more, our predictive model employs to accurately forecast the prices of audi car. From data preprocessing to model training and evaluation, our repository provides code implementation, enabling users to understand and replicate our results seamlessly.

Language: HTML - Size: 303 KB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

Lednik7/RuCode3

Применяем Singular Value Decomposition with implicit feedback для задачи рекомендации аниме

Language: Jupyter Notebook - Size: 24.5 MB - Last synced: 25 days ago - Pushed: almost 3 years ago - Stars: 8 - Forks: 1

NeMoWister/MortgageResearch

Language: Jupyter Notebook - Size: 44.6 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

LukinaJA/Portfolio

Projects were made during education at YandexPracticum "Data Science" specialization.

Language: Jupyter Notebook - Size: 6.31 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

nhsx/dna-risk-predict

DNAttend - Experimental ML framework for predicting patient non-attendance

Language: Python - Size: 2.85 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 1 - Forks: 1

The1enin/Yandex_practicum

Here you can see my projects that I completed as part of my studies

Language: Jupyter Notebook - Size: 6.96 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

association-rosia/crop-yield-estimate

Harness the power of machine learning to forecast rice and wheat crop yields per acre in India, aiming to empower smallholder farmers, combat poverty and malnutrition, utilizing data from Digital Green surveys to revolutionize agriculture and promote sustainable practices in the face of climate change for enhanced global food security.

Language: Python - Size: 22 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 3 - Forks: 1

AnnaTrampa/Portfolio

Portfolio of learning projects completed during studying at Yandex Practicum Data Science program.

Language: Jupyter Notebook - Size: 14.7 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

TomerRonen34/treeboost_autograd

Easy Custom Losses for Tree Boosters using Pytorch

Language: Python - Size: 32.2 KB - Last synced: 12 days ago - Pushed: about 3 years ago - Stars: 27 - Forks: 5

federicoparroni/recsys2019

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

Language: Jupyter Notebook - Size: 14.4 MB - Last synced: 25 days ago - Pushed: about 2 months ago - Stars: 28 - Forks: 17

maxtiandi/training_projects

Сборник всех выполненных учебных проектов курса Яндекс.Практикум "Специалист по Data Science".

Language: Jupyter Notebook - Size: 11.4 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 1 - Forks: 0

gblssroman/vk_internship

🏢 EDA (incl. KNN) & CatBoost & Optuna for predicting the most accurate scores for the business objects success.

Language: Jupyter Notebook - Size: 32.6 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

ds-wook/categorical-tabnet

🧪categorical tabnet research part🧪

Language: Python - Size: 69.3 KB - Last synced: 26 days ago - Pushed: about 1 month ago - Stars: 7 - Forks: 0

SverreNystad/power-predictor

Using Machine Learning for time series forecasting of photovoltaic measurement for solar systems based on weather features

Language: Jupyter Notebook - Size: 385 MB - Last synced: 3 days ago - Pushed: 2 months ago - Stars: 6 - Forks: 2

jodiambra/Sweet-Lift-Taxi-Time-Series-Predictions

Time series modeling to predict fares for Sweet Lift Taxi Company. Predictions will be used to allocate drivers for peak hours.

Language: Jupyter Notebook - Size: 7.9 MB - Last synced: 2 months ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

jodiambra/Interconnect-Telecom-Churn-Predictions

The telecom operator Interconnect would like to forecast churn of their clients. To ensure loyalty, those who are predicted to leave will be offered promotional codes and special plans.

Language: HTML - Size: 11.3 MB - Last synced: 2 months ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

jodiambra/Breast-Cancer-Predictions

Web application that can be used to predict breast cancer, based on cell features. Model classifies result as benign or malignant.

Language: Jupyter Notebook - Size: 1.56 MB - Last synced: 2 months ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

digital-fracture/promobot-appeal-processing

Python package that predicts the appeal topic, topic group and the executor to process the appeal based on its contents

Language: Python - Size: 591 KB - Last synced: 22 days ago - Pushed: 6 months ago - Stars: 0 - Forks: 1

adamingas/ordinalgbt

A package to build Gradient boosted trees for ordinal labels

Language: Jupyter Notebook - Size: 615 KB - Last synced: 29 days ago - Pushed: 4 months ago - Stars: 5 - Forks: 0

HuangCongQing/AI_competitions

AI比赛相关信息汇总

Size: 75.2 KB - Last synced: 3 months ago - Pushed: over 1 year ago - Stars: 581 - Forks: 122

yzkang/My-Data-Competition-Experience

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

Language: Python - Size: 27.6 MB - Last synced: 3 months ago - Pushed: about 3 years ago - Stars: 380 - Forks: 68

Danspers/Samokat.tech-Matching

Kaggle competition №5/47

Language: Jupyter Notebook - Size: 3.94 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

ecmwf-projects/ai-vegetation-fuel

Predicting Fuel Load from earth observation data using Machine Learning

Language: Jupyter Notebook - Size: 28.4 MB - Last synced: about 1 month ago - Pushed: almost 3 years ago - Stars: 14 - Forks: 5

duoan/ijcai18-mama-ads-competition

IJCAI-18 阿里妈妈搜索广告转化预测初赛方案

Language: Jupyter Notebook - Size: 1.11 MB - Last synced: 25 days ago - Pushed: about 6 years ago - Stars: 72 - Forks: 22

lamres/orderbook_modeling

Example of order book modeling.

Language: Jupyter Notebook - Size: 19 MB - Last synced: 3 months ago - Pushed: almost 5 years ago - Stars: 52 - Forks: 34

Doodies/Github-Stars-Predictor

It's a github repo star predictor that tries to predict the stars of any github repository having greater than 100 stars.

Language: Jupyter Notebook - Size: 30.7 MB - Last synced: about 2 months ago - Pushed: about 6 years ago - Stars: 35 - Forks: 6

34j/boost-loss

Utilities for easy use of custom losses in CatBoost, LightGBM, XGBoost.

Language: Python - Size: 406 KB - Last synced: 4 days ago - Pushed: 4 days ago - Stars: 6 - Forks: 0

hardikjp7/Student-Exam-Performance-Prediction

AWS CICD Project

Language: Jupyter Notebook - Size: 1.71 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

ashishpatel26/datascienv

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

Language: Python - Size: 229 KB - Last synced: 19 days ago - Pushed: over 2 years ago - Stars: 56 - Forks: 12

dc-aichara/DS-ML-Public

Python Scripts and Jupyter Notebooks

Language: Jupyter Notebook - Size: 3.15 MB - Last synced: 7 days ago - Pushed: about 1 month ago - Stars: 49 - Forks: 41

jianzhnie/AutoTabular

Automatic machine learning for tabular data. ⚡🔥⚡

Language: Python - Size: 5.91 MB - Last synced: 5 days ago - Pushed: over 2 years ago - Stars: 66 - Forks: 10

aws-samples/aws-machine-learning-university-dte

Machine Learning University: Decision Trees and Ensemble Methods

Language: Jupyter Notebook - Size: 26.4 MB - Last synced: 3 months ago - Pushed: 7 months ago - Stars: 216 - Forks: 90

bsharchilev/influence_boosting

Supporting code for the paper "Finding Influential Training Samples for Gradient Boosted Decision Trees"

Language: Python - Size: 16.5 MB - Last synced: 2 months ago - Pushed: about 6 years ago - Stars: 65 - Forks: 18

34j/sklearn-utilities

Utilities for scikit-learn. Append prediction to x, append prediction to x single, append x prediction to x, compose var estimator, data frame wrapper, drop by noise prediction, drop missing rows y, dummy regressor var, estimator wrapper base, excluded column transformer pandas, feature union pandas, id transformer, included column transformer pand

Language: Python - Size: 365 KB - Last synced: 4 days ago - Pushed: 4 days ago - Stars: 2 - Forks: 1

jdenisova/user-churn-prediction

Machine learning project for solving binary classification problem using logistic regression and gradient boostin

Language: Jupyter Notebook - Size: 130 KB - Last synced: 3 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

jdenisova/nearest-earth-objects

Machine learning project for solving binary classification problem using decision tree, random forest and gradient boosting.

Language: Jupyter Notebook - Size: 3.83 MB - Last synced: 3 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

iamjr15/Ensemble-AI-Text-Detection

This project detects AI-generated text using an ensemble of classifiers: Multinomial Naive Bayes, Logistic Regression, LightGBM, and CatBoost. It includes robust data preprocessing, model development, and evaluation, ensuring accurate identification of AI-generated content from a diverse text dataset.

Language: Jupyter Notebook - Size: 28.5 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 0