light-gradient-boosting-machine

There are 0 repository under light-gradient-boosting-machine topic.

xxl4tomxu98 / autoencoder-feature-extraction
Use auto encoder feature extraction to facilitate classification model prediction accuracy using gradient boosting models
autoencoderscompression autoencoder-neural-network sequence-to-sequence variational-autoencoders convolutional-autoencoder autoencoder-denoising autoencoder-classification autoencoder-latent-layer gradient-boosting-machine light-gradient-boosting-machine xgboost-classifier histgram-gradient-boosting
Language:Jupyter Notebook 11
PermanAtayev / Movie-revenue-prediction
Model that uses 10 different algorithms to predict the revenue of a movie before it's release
movie-revenue-prediction artificial-neural-networks light-gradient-boosting-machine random-forest xgboost catboostregressor elasticnet ridgeregression linear-regression polynomial-regression support-vector-regression
Language:Jupyter Notebook 4
anaeim / deep-stock-price-prediction
multi-variate deep time series forecasting ensemble models
deep-learning feature-extraction light-gbm light-gradient-boosting-machine multi-variate-analysis stock-price-prediction time-series time-series-forecasting uni-variate-analysis
Language:Python 3
khaamosh / Fraud-Detection-Machine-Learning-Model
Evaluation and Implementation of various Machine Learning models for creating a "Banking/Financial Transaction Fraud Prevention System"
exploratory-data-analysis feature-engineering smote descision-tree naive-bayes-classifier knn-algorithm select-k-best support-vector-machines random-forest light-gradient-boosting-machine integrated-stacked-model
Language:Jupyter Notebook 1
kingjosephm / gb_vehicle_injuries
Coding challenge for a job interview examining the predictors of vehicle accident severity using GB Road Safety Data
lgbm light-gradient-boosting-machine machine-learning optuna python3 shapley-additive-explanations
Language:Jupyter Notebook 1
LinggarM / Ensemble-Learning-Comparison-on-Diabetes-Classification
Comparison of ensemble learning methods on diabetes disease classification with various datasets
ensemble-learning ensemble-machine-learning machine-learning diabetes-prediction gradient-boosting bagging-ensemble boosting-ensemble stacking-ensemble python bagging boosting ensemble-methods stacking adaboost cat-boost extreme-gradient-boosting light-gradient-boosting-machine
Language:Jupyter Notebook 1
Sujeeth-Shetty / hackathon-projects
Project work related to various hackathons
ensemble-model stacking-ensemble xgboost-model random-forest lasso-regression elasticnetregression tensorflow2 lightgbm light-gradient-boosting-machine hackathon odsc-east-2020 google-cloud google-cloud-compute
Language:Jupyter Notebook 1
Arinjay11020 / Capstone-Speech-Sentiment-Analysis
A model build on RAVDESS dataset, for speech emotion recognition. 85.59% validation accuracy
audio-processing capstone-project extra-trees-classifier light-gradient-boosting-machine machine-learning random-forest-classifier speech-emotion-recognition voting-classifier
Language:Jupyter Notebook 0
JNoel71 / NHL-Expected-Goals-xG-Model
An NHL expected goals (xG) model built with light gradient boosting.
classification expected-goals hockey hockey-analytics hockey-data light-gradient-boosting-machine machine-learning nhl nhl-analytics nhl-data sports sports-analytics
Language:Python 0
Prince0511 / Car-Pricing-Classification
This repository contains the project where the goal is to develop a machine learning model that can accurately predict car prices based on various features. We explored multiple models including K-Nearest Neighbor, Decision Tree, Catboost Classifier, and Light Gradient Boosting Classifier.
catboost-classifier classification decision-trees k-nearest-neighbours light-gradient-boosting-machine
Language:Jupyter Notebook 0