Ecosyste.ms: Repos
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GitHub topics: lgbmclassifier
himanshu-03/Spaceship-Titanic-Kaggle-Competition
The task is to predict whether a passenger was transported to an alternate dimension during the Spaceship Titanic's collision with the spacetime anomaly. To help us make these predictions, we are given a set of personal records recovered from the ship's damaged computer system.
Language: Jupyter Notebook - Size: 1.74 MB - Last synced: 27 days ago - Pushed: 5 months ago - Stars: 1 - Forks: 0
brunodifranco/project-airbnb-classification
Predicting Next Booking Destinations for Airbnb Users. Feel free to access the Streamlit App in the link below.
Language: HTML - Size: 2.24 MB - Last synced: about 1 month ago - Pushed: 8 months ago - Stars: 1 - Forks: 0
adelelwan24/Prediction-of-Obesity-Risk
This project tackles the growing concern of obesity by developing a model to predict an individual's risk. By analyzing various factors, we aim to identify people who might be more susceptible to weight gain and related health problems.
Language: Jupyter Notebook - Size: 6.06 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 3
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
VikramBansall/Credit-Risk-Model-and-Analysis
Language: Jupyter Notebook - Size: 1.32 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0
yashksaini-coder/Bank-Loan-Default
Objective is to develop a predictive model for a consumer finance company to identify potential loan defaulters. By analyzing historical loan data, & diff. data the factors that influences loan default rate.
Language: Jupyter Notebook - Size: 14.9 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 3 - Forks: 1
Ashishdheer/Precision-Agriculture
This approach has the potential to create accurate, generalizable and adaptable machine learning methods that effectively and sustainably address agricultural tasks such as yield prediction and early disease identification.
Language: Jupyter Notebook - Size: 114 KB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 2 - Forks: 1
Abhigyan76/Lithology-Prediction
Predicted the lithology of the formation using different algorithm
Language: Jupyter Notebook - Size: 722 KB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 0
hikmatullah-mohammadi/multi-class-cirrhosis
Kaggle Playground Series - Season 3, Episode 26 - Multi-Class Cirrhosis | EDA | MI-Score | Feature Engineering
Language: Jupyter Notebook - Size: 2.52 MB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 0 - Forks: 0
gabriel-solon-padilha/analise_de_sentimento_tweets_NLP
Décimo projeto de machine learning, dessa vez como foco em NLP para análise de sentimentos de posts do twitter.
Language: Jupyter Notebook - Size: 17.2 MB - Last synced: 7 months ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0
Denis-Mukhanov/music-genre-prediction
Practicum Workshop
Language: Jupyter Notebook - Size: 3.53 MB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 0 - Forks: 0
Amshra267/Recognizance-Prastuti
Language: Jupyter Notebook - Size: 7.81 KB - Last synced: 9 months ago - Pushed: about 3 years ago - Stars: 3 - Forks: 1
Amshra267/Cassandra-Udyam
Contains our Approach for the competition organized at Udyam'21
Language: Jupyter Notebook - Size: 3.83 MB - Last synced: 9 months ago - Pushed: about 3 years ago - Stars: 12 - Forks: 2
GunturWibawa/TelecomChurnPrediction
Interconnect seeks to forecast customer churn by analyzing package choices and contracts. If a customer plans to leave, they're offered unique codes and special packages to foster loyalty.
Language: Jupyter Notebook - Size: 2.3 MB - Last synced: 10 months ago - Pushed: 10 months ago - Stars: 0 - Forks: 0
GunturWibawa/SentimentAnalysisJU
Junky Union is creating a system to sort movie reviews. They aim to train a model to detect negative reviews using the IMBD dataset with polarity labeling. The model must classify reviews as positive or negative with an F1 score of at least 0.85.
Language: Jupyter Notebook - Size: 21.9 MB - Last synced: 10 months ago - Pushed: 10 months ago - Stars: 0 - Forks: 0
harshwalia36/Early-Prediction-of-Mortality-Risk-among-Covid-19-Patients
Early prediction of Mortality Risk among Covid -19 Patients in early stages when patients gets admitted into the hospital.
Language: Jupyter Notebook - Size: 8.61 MB - Last synced: 10 months ago - Pushed: almost 2 years ago - Stars: 2 - Forks: 0
tianhao-ai/Detecting-Machine-Generated-Text-COMP90051-2023S1-Project-1
This project is about to detecting the text generated by different LLM given prompt. The instance is labeled by Human and Machine, and this project utilised both traditional machine learning method and deep learning method to classify the instance.
Language: Jupyter Notebook - Size: 4.18 MB - Last synced: 11 months ago - Pushed: 11 months ago - Stars: 1 - Forks: 0
Dhruv-Ojha/Crop_Yield_Analysis
Prediction of Crop based on various features such as Cost of Cultivation, Yield metrics, etc.
Language: Jupyter Notebook - Size: 4.38 MB - Last synced: 11 months ago - Pushed: 11 months ago - Stars: 0 - Forks: 0
angelicavelez/movie_critics_classifier_model_with-nlp
model to sentiment predict of movies reviews, using nlp
Language: Jupyter Notebook - Size: 26.2 MB - Last synced: 12 months ago - Pushed: 12 months ago - Stars: 0 - Forks: 0
arienugroho050396/Airline-Passenger-Satisfaction
Build machine learning model to predict airline passenger satisfaction with LGBMClassier, XGBClassifier and RandomForestClassifier
Language: Jupyter Notebook - Size: 3.93 MB - Last synced: 12 months ago - Pushed: 12 months ago - Stars: 0 - Forks: 0
KanikaMaheshwari1112/Student-Dropout-Prediction
The classification problem of student dropout data of an institute
Language: Jupyter Notebook - Size: 60.5 KB - Last synced: 11 months ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0
dianamerchan91/Proyecto13_AnalisisSentimiento_Peliculas
Análisis de sentimiento de reseñas de películas en una plataforma en línea.
Language: Jupyter Notebook - Size: 1.3 MB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0
dwiputris/Machine-Learning-Anticipating-Churns-a-Case-of-Imbalanced-Data
With imbalanced observed data, a search for the best model is conducted. The bank is seeing its customers leave. Wondering if there are patterns to their decision to exit, the bank wishes to anticipate for this trend. When the positive class is the minority in an imbalanced dataset, a model need to be trained for robustness.
Language: Jupyter Notebook - Size: 1.03 MB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0
SmellyArmure/OC_DS_Project7
Implémentation d'un modèle de scoring (OpenClassrooms | Data Scientist | Projet 7)
Language: Jupyter Notebook - Size: 34.7 MB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 3 - Forks: 2
SmellyArmure/OC_DS_Project7_api_flask
Déploiement d'une API Flask du modèle de classification déployée sur Heroku (OpenClassrooms | Data Scientist | Projet 7)
Language: Python - Size: 15.5 MB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 1 - Forks: 0
ramisa2108/Taxi-Demand-Forecasting-System
A machine learning based forecasting system for taxi demand prediction
Language: Jupyter Notebook - Size: 66 MB - Last synced: 2 months ago - Pushed: over 1 year ago - Stars: 3 - Forks: 2
prohogiy90/ds-model-of-the-behavior-of-the-SberAvtopodpiska-customers
This repository contain my final projekt on the Data science Skillbox school on the topic: "Development of a machine learning algorithm to predict the behavior of customers of the "SberAvtopodpiska"
Language: Jupyter Notebook - Size: 5.36 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0
cconsta1/SexEst_Notebooks
Example notebooks to produce the models used in the SexEst web application.
Language: Jupyter Notebook - Size: 581 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 4 - Forks: 0
rprkh/Music-Genre-Recommender
Music Genre Recommender website that can identify and recommend 10 different genres of music using Light Gradient Boosting Machine (LGBM). An accuracy of 90% was achieved on the test set by tuning the hyperparameters of the model with Optuna.
Language: Python - Size: 1.04 GB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0
Abdullah2020/Hamoye_StageC
This is my Hamoye Stage C tag-along project. The notebook focuses on applying Machine Learning Classification models and Measuring Classification Performance.
Language: Jupyter Notebook - Size: 1.13 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 1
vbabashov/loan-classification
Loan Eligibility - Classification (Python)
Language: Jupyter Notebook - Size: 1.41 MB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 1 - Forks: 0
MarwanMashra/To-Be_Challenge
Using LGBMClassifier to solve To-Be Challenge, which is a machine learning challenge on CodaLab Platform that aims to adress the problems of medical imbalanced data classification.
Language: Jupyter Notebook - Size: 4.54 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 1 - Forks: 0
K1A2/dacon_credit_card
데이콘 신용카드 사용자 연체 예측 AI 경진대회 코드
Language: Jupyter Notebook - Size: 229 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0
dgovor/Heart-Failure-Prediction
Machine Learning model for heart failure prediction using LGBM Classifier.
Language: Python - Size: 35.2 KB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0
salmanhiro/spectra-type-lgbm-fastapi
Spectral type classification using LGBM and deployed using FastAPI, Pydantic, and Docker
Language: Python - Size: 549 KB - Last synced: 11 months ago - Pushed: almost 3 years ago - Stars: 2 - Forks: 0
surbhi2408/Heart-Disease-Prediction
Various classification algorithms are implemented to predict whether a person is prone to or is suffering from heart disease.
Language: Jupyter Notebook - Size: 626 KB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 1 - Forks: 0
WilliamSMendes/NLP_binary-classifier-tweets
A binary classifier for tweet disasters with roBERTa for Facebook.
Language: Jupyter Notebook - Size: 271 KB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 0 - Forks: 0
Soung-Low/fcu-admission-rate-prediction
Prediction of students' admission to FCU's Department of Applied Mathematics
Language: Jupyter Notebook - Size: 198 KB - Last synced: 4 months ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0
Ankit1598/AV-Jantahack-Customer-Segmentation
Rank 89 Solution for Analytics Vidhya Jantahack Customer Segmentation
Language: Python - Size: 811 KB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0
jaeyung1001/KSecurity2020-CarSecurity
K시큐리티 차량공격탐지 모델 - 본선진출 마무리(https://www.k-csc2020.com/p3/c1/)
Language: Jupyter Notebook - Size: 826 KB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0