This project is my solution of Bike Sharing Demand competition hosted by Kaggle My solution includes using a variety of different approaches including KNN, SVM, DNN RRF, GB.
- sklearn(for knn,svm,rrf,gbm models)
- Keras(for keras dnn model)
- PyTorch(for PyTorch dnn model)
- GB+RRF score: 0.36014 (13th place out of 3251)
- GB score: 0.36241
- RRF score: 0.37429
- DNN score: 0.41125(keras code)
- SVR score: 0.44863 (gaussian kernel)
- KNN score: 0.55171 (k=4)