lightgbm-models

There are 1 repository under lightgbm-models topic.

ojasphansekar / Zillow-Home-Value-Prediction
XGBoost, LightGBM, LSTM, Linear Regression, Exploratory Data Analysis
python-3 machine-learning xgboost-algorithm lightgbm-models lstm-neural-networks exploratory-data-analysis data-preprocessing data-cleansing
Language:Jupyter Notebook 32
pm390 / recsys2022
Code repo of solution of 11th place in Recsys Challenge 2022
recommender-systems solutions content-based-filtering deep-recsys item-collaborative-filtering lightgbm-models user-collaborative-filtering lgbmranker ensemble-machine-learning ranking re-ranking lambdarank
Language:Jupyter Notebook 10
Anamicca23 / Muli-Class-Obesity-Risk-Level-Prediction-Project-using-ML
Advancing Healthcare with 91% Accurate Prediction of Obesity Risk Levels Using XGBoost ,LightGBMand CatBoostClassifier Model
data-visualization dataanalytics healthcare-application ipnyb lightgbm-models machine-learning pca-analysis python random-forest-classifier xgboost-regression
Language:Jupyter Notebook 3
LTA-Mobility-Sensing-Project
denistanjingyu / LTA-Mobility-Sensing-Project
Location information about commuter activities is vital for planning for travel disruptions and infrastructural development. The Mobility Sensing Project aims to find innovative and novel ways to identify travel patterns from GPS data and other multi-sensory data collected in smartphones. This will be transformative to provide personalised travel information.
python3 datascience-machinelearning sklearn lightgbm-models classification randomforest-classification naive-bayes-classifier hyperopt smote adasyn boto3 aws s3-bucket
Language:Jupyter Notebook 3
yyzz1010 / Predictive_Modeling_Hong_Kong_Horse_Racing
Predict the Winning Horse with Supervised Learning (Lucky to have 100% accuracy on small test data)
joblib knn-classifier lightgbm-models pandas predictive-modeling scikit-learn
Language:HTML 3
alvimahmud-osu / Predicting-Lending-Club-default-using-Machine-Learning
Southern Data Science Conference Attempt 2020
datascience feature-engineering keras-classification-models lending-club lightgbm-models loan-default-prediction sdsc xgboost-python
Language:Jupyter Notebook 2
Akash1070 / Flight-Price-Predicting---Heroku
Flight Price Prediction Model Deployment IN Heroku
catboost-model flight-price-prediction heroku-deployment lightgbm-models machine-learning xgboost-model extra-tree-regressor hyperparameter-optimization random-forest-regression randomizedsearchcv
Language:Jupyter Notebook 0
bchryzal / Autism-Prediction
Autism Prediction in Adults
artificial-intelligence autism-spectrum-disorder automl-algorithms classification-algorithm flaml machine-learning xgboost-algorithm catboost-model data-science lightgbm-models optuna
Language:Jupyter Notebook 0
QuyNguyenALC / LIGHTGBM-Top3-Quevico-AI-Competitions_Salary-Prediction
Developer Salary prediction is an AI Competition in Quevico, It bases on the survey of Stackoverflow. More detail is available in the link (https://quevico.com/competitions/105)
prediction-algorithm machine-learning-algorithms ai lightgbm-models gridsearchcv ensemble-model
Language:Jupyter Notebook 0
Vishnu-Kota / Foursquare
A machine learning model which is used to accurately predict and pin-point locations based on models and deep learning layers.
artificial-intelligence artificial-neural-networks coco folium geopandas itertools jupyter-notebook lightgbm-models machine-learning matplotlib-pyplot neural-networks numpy pandas plotly point-of-interest python seaborn
Language:Jupyter Notebook 0
bchryzal / TPS-May-2022
Tabular Playground Series - May 2022
artificial-intelligence classification-algorithm cross-validation data-science feature-engineering kaggle-competition machine-learning optuna tabular-data xgboost-model lightgbm-models python
Language:Jupyter Notebook
ddgetget / M5-Forecasting---Accuracy
This is one of the two complementary competitions that together comprise the M5 forecasting challenge. Can you estimate, as precisely as possible, the point forecasts of the unit sales of various products sold in the USA by Walmart? If you are interested in estimating the uncertainty distribution of the realized values of the same series, be sure to check out its companion competition
data-science kaggle lightgbm-models
Language:Jupyter Notebook