Machine Learning

Table of Contents

Engergy Consumption Prediction for Refrigerant Flow System
Face Recognition

Engergy Consumption Prediction for Refrigerant Flow System 

Predicting the energy consumption of the variable refrigerant flow system using LSTM

Exploratory data analysis

../_images/energy_prediction_data_explore.png

Learning curve

../_images/energy_prediction_learning_curve.png

Training validation curve

../_images/energy_prediction_training_validation_curve.png

LSTM many-to-many result 1

../_images/energy_prediction_result1.png

LSTM many-to-many result 2

../_images/energy_prediction_result2.png

Face Recognition 

Hand craft face recognition with Bayesian Classifier, KNN, KernelSVM (Linear, RBF, Polynomial), Boosted SVM, PCA, LDA

../_images/face_recognition.png