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Projects in Awesome Lists tagged with house-price-prediction
A curated list of projects in awesome lists tagged with house-price-prediction .
https://github.com/mryuan0428/house-price-prediction
房价预测完整项目：1.爬取链家网数据 2.处理后，用sklearn中几个逻辑回归机器学习模型和keras神经网络搭建模型预测房价 最终结果神经网络效果更好，R^2值0.75左右
house-price-prediction keras machine-learning sklearn spider
Last synced: 26 Sep 2024
https://github.com/johannaschmidle/house-price-predictor
A machine learning model to accurately predict house prices based on various features such as quality, size, and location, utilizing Random Forest and XGBoost algorithms (Python)
anova-test cross-validation house-price-prediction machine-learning onehot-encoding ordinal-encoding python random-forest random-forest-regressors sklearn sklearn-library target-encoding visualization xgboost xgboost-model
Last synced: 26 Sep 2024
https://github.com/bogumilo/house-prices-xgboost
House prices dataset exploration and prediction. Workflow includes useful examples of Tensorflow pipelines including k-Nearest Neighbors imputer, Decision Tree Regression and XGBoost Regression
column-transformer data-pipeline data-transformation decision-tree-regression decision-trees feature-engineering feature-scaling gridsearchcv house-price-prediction house-prices-competition kaggle-competition knnimputer machine-learning ohe python tensorflow tensorflow-tutorial xgboost xgboost-regression
Last synced: 26 Sep 2024
