Pinned Repositories
Autoencoder-Image-Retrieval
Image retrieval using a simple autoencoder on CIFAR-10 dataset
Book-Recommender-System
Building a collaborative filtering recommender systems on books dataset
Catboost-Damage-Prediction
Accident damage prediction using catboost regressor
JavaFX-Twitter
A simple version of twitter application using java and javafx with MySQL database
Movie-Recommender-System
A content-based movie recommender system using streamlit and deployment on hugging face
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
Taxi-v3-Q-Learning
A simple Q-learning implementation in OpenAI Gym's "Taxi-v3" environment
Vehicle-Speed-Estimation
Vehicle speed estimation from video using optical flow models and CNNs
Vision-Transformer
Training a ViT on CIFAR-10 dataset and then comparing a pre-trained ViT and CNN
Mehrab-Kalantari's Repositories
Mehrab-Kalantari/Multi-Modal-House-Price-Estimation
House price estimation from visual and textual features using both machine learning and deep learning models
Mehrab-Kalantari/Structure-Aware-Style-Transfer
Adaptive convolutions for structure-aware style transfer
Mehrab-Kalantari/Taxi-v3-Q-Learning
A simple Q-learning implementation in OpenAI Gym's "Taxi-v3" environment
Mehrab-Kalantari/ResNet-Intel-Image-Classification
Building a classifier on intel image dataset using transfer learning techniques and ResNet model
Mehrab-Kalantari/Autoencoder-Image-Retrieval
Image retrieval using a simple autoencoder on CIFAR-10 dataset
Mehrab-Kalantari/Vehicle-Speed-Estimation
Vehicle speed estimation from video using optical flow models and CNNs
Mehrab-Kalantari/Vision-Transformer
Training a ViT on CIFAR-10 dataset and then comparing a pre-trained ViT and CNN
Mehrab-Kalantari/Advanced-House-Prices-Analysis
Analysis and Hypothesis Testing of Advanced House Prices Dataset
Mehrab-Kalantari/Airfoil-Lift-Coefficient-Prediction
Building a multi-input-output CNN to predict airfoil lift coefficients
Mehrab-Kalantari/Amazon-Products-Recommender-System
Building both content-based and collaborative filtering recommender systems on amazon products dataset
Mehrab-Kalantari/Book-Price-Prediction
Book price dataset analysis and modeling
Mehrab-Kalantari/Cat-Landmarks-Estimation
Predicting cats feature points using a feature pyramid network
Mehrab-Kalantari/CNN-Chest-Xray
Building a Convolutional Neural Network on a smaller sample of chest X-ray dataset
Mehrab-Kalantari/CNN-CIFAR-10
Building a Convolutional Neural Network on CIFAR-10 dataset
Mehrab-Kalantari/CNN-Polarity-Detection
Polarity detection on movie review dataset using CNN
Mehrab-Kalantari/Computational-Neuroscience
Implementation of computational neuroscience models, including single neurons, neural populations, networks, and learning processes
Mehrab-Kalantari/COVID-19-Analysis
COVID-19 dataset analysis and EDA
Mehrab-Kalantari/Credit-Card-Fraud-Detection
Credit card transactions fraud detection using classic algorithms
Mehrab-Kalantari/Faster-RCNN
Building a custom faster rcnn for object detection
Mehrab-Kalantari/LSTM-Cryptocurrency
Cryptocurrency using multi-state LSTM
Mehrab-Kalantari/Mountain-Car-DDQN
Double deep q network implementation in OpenAI Gym's "Mountain Car" environment
Mehrab-Kalantari/Othello-Game
An implementation of the game Othello using C++
Mehrab-Kalantari/Pentago-Board-Game
An implementation of the board game Pentago using C++
Mehrab-Kalantari/Persian-Poetry-Generator
Generating Persian Khayyam poetry using GRU units
Mehrab-Kalantari/Persian-Text-Generation
Persian news generation using GRU units
Mehrab-Kalantari/ResNet-Camera-Object-Detection
Simple object detection from camera using ResNet152
Mehrab-Kalantari/RNN-Stock-Prediction
DJIA 30 stock market prediction using simple RNN
Mehrab-Kalantari/Spotify-Songs-Analysis
Analysis and Hypothesis Testing of Spotify Songs Dataset
Mehrab-Kalantari/VGG19-Face-Mask-Detection
Face mask detection using VGG19 model
Mehrab-Kalantari/Wumpus-World-Q-Learning
Solving a simple wumpus game using Q-learning algorithm