Reihaneh Ghoroghchian's repositories
Japanese-Integer-Classification-
Recognizing the Japanese digit available in the input image having a MNIST data set mixed Japanese Integers using multiple deep learning methods such as ResNet-50, ResNet-18 , DenseNet-121 , LeNet-5, AlexNet, VGG-16, and comparing the results.
Hopper-Mujoco-
The task is to make a hopper with 3 joints and 4 body parts hop forward as fast as possible without falling on the floor. It has an 11-dimensional continuous state vector specifying position, derivatives of position, joint angles etc. and a 3 dimensional continuous action vector that controls the actuators of the three joints.
NaiveBayesClassifier_predictionofgoodorbadcomment
In this project, after preprocessing the dataset, we use naive bayes to predict whether a commnet is good or bad.
GengeticAlgorithmfortruthtable
In this project we try to find the 10 gate that would consecutively make our truth table using genetic algorithm
siteclickprediction_usingpreprocessingandvisualization
In this project, we try to choose the best feature for predicting whether a user would click using visualization based on PDF
Predictionofhouseprices_usingML
In this project, first we clean our dataset, then we choose and optimize multiple models, and in the end we conduct a few methods for Ensemble Learning