Mehrab Kalantary's repositories
Multi-Modal-House-Price-Estimation
House price estimation from visual and textual features using both machine learning and deep learning models
Structure-Aware-Style-Transfer
Adaptive convolutions for structure-aware style transfer
Book-Recommender-System
Building a collaborative filtering recommender systems on books dataset
Taxi-v3-Q-Learning
A simple Q-learning implementation in OpenAI Gym's "Taxi-v3" environment
Advanced-House-Price-Prediction
Predicting house prices using advanced regression algorithms
Advanced-House-Prices-Analysis
Analysis and Hypothesis Testing of Advanced House Prices Dataset
CNN-Polarity-Detection
Polarity detection on movie review dataset using CNN
Mountain-Car-DDQN
Double deep q network implementation in OpenAI Gym's "Mountain Car" environment
Persian-Poetry-Generator
Generating Persian Khayyam poetry using GRU
Amazon-Products-Recommender-System
Building both content-based and collaborative filtering recommender systems on amazon products dataset
Book-Price-Prediction
Book price dataset analysis and modeling
CIFAR-10-Autoencoder
Image retrieval using a simple autoencoder on CIFAR-10 dataset
CNN-Chest-Xray
Building a Convolutional Neural Network on a smaller sample of chest X-ray dataset
CNN-CIFAR-10
Building a Convolutional Neural Network on CIFAR-10 dataset
CNN-Fashion-MNIST
Building a Convolutional Neural Network on fashion MNIST dataset
COVID-19-Analysis
COVID-19 dataset analysis and EDA
Credit-Card-Fraud-Detection
Credit card transactions fraud detection using classic algorithms
Flowers-Image-Classification
Image processing and classification using random forest classifier
LSTM-Cryptocurrency
Cryptocurrency using multi-state LSTM
Multi-Layer-Perceptron-FMNIST
Building a multi-layer perceptron on fashion MNIST dataset
News-Clustering
Applying NLP methods and kernel PCA on news dataset to build a clustering model
Persian-Text-Generation
Persian text generation using GRU model and persian wikipedia dataset
Pycaret-Projects
Using pycaret library to solve regression, classification and clustering problems
ResNet-Camera-Object-Detection
Simple object detection from camera using ResNet152
ResNet-Intel-Image-Classification
Building a classifier on intel image dataset using transfer learning techniques and ResNet model
RNN-Stock-Prediction
DJIA 30 stock market prediction using simple RNN
SMS-Spam-Classifier
Building spam classifier using different algorithms and choosing the best one to build a streamlit application
Spotify-Songs-Analysis
Analysis and Hypothesis Testing of Spotify Songs Dataset
VGG19-Face-Mask-Detection
Face mask detection using VGG19 model
Wumpus-World-Q-Learning
Solving a simple wumpus game using Q-learning algorithm