Mari94k
M.Sc. Mathematical Statistics | Data Scientist | Interested in Artificial Intelligence and Machine Learning Algorithms
Mari94k's Stars
microsoft/AI-For-Beginners
12 Weeks, 24 Lessons, AI for All!
vandijklab/cell2sentence-ft
Cell2Sentence turns scRNA-seq data into text for LLM training.
vandijklab/BrainLM
KhashayarRahimi/Reinforcement-Learning-Algorithms-From-Scratch
Implementation of Reinforcement Learning Algorithms (From Reinforcement Learning An Introduction By Sutton & Barto)
FarzadNekouee/YOLOv8_Traffic_Density_Estimation
A YOLOv8-based project for real-time traffic density estimation. It employs fine-tuned vehicle detection models to analyze and count vehicles per frame, aiding urban traffic management and planning. The repository includes model training, traffic intensity analysis, and deployment strategies.
vandijklab/CINEMA-OT
FarzadNekouee/Traffic-Violation-Detection
An urban traffic violation detection system using classical image processing techniques. Features include real-time traffic light recognition, adaptive night-time stop line detection, robust license plate extraction, PyTesseract OCR for text recognition, dynamic penalized plate display, and MySQL logging.
FarzadNekouee/Heart_Disease_Prediction
In this repo, we analyze a dataset of heart patient metrics to build a model identifying heart disease risks. We prioritize high recall for comprehensive detection through EDA, preprocessing, and model building. Explore our approach and findings!
vandijklab/CST
Continuous Spatiotemporal Transformer
FarzadNekouee/Gold-Price-Prediction-LSTM
Harnessing LSTM for gold price prediction from 2013-2022. Trained on 9 years of data, the model predicts prices for 2022. The repo contains detailed explorations, visualizations, and insights, achieving high accuracy evaluated by RMSE.
a-lotfi/LSTM_Stock_Price_Prediction_Pytorch
In this repository by using Pytorch, I build, train and evaluate LSTM models for predicting Google stock prices
FarzadNekouee/Keras-CIFAR10-CNN-Model
An exploration of CIFAR-10 image classification using a CNN model built with Keras. This repository includes training, evaluation, and external image testing to understand model generalization.
FarzadNekouee/Flight-EDA-to-Preprocessing
An extensive exploration and preprocessing of Flight data. The project encompasses detailed EDA (Univariate, Bivariate, and Multivariate analysis), along with comprehensive data preprocessing techniques - missing value treatment, outlier management, categorical encoding, feature scaling, and skewness transformation.
FarzadNekouee/Facial_Analysis_with_Mask_Detection
AI-powered tool for Facial Attribute Analysis. It accurately predicts age, gender, race, and emotions for unmasked faces. Enhanced to detect masked faces, ensuring reliable analysis in real-world scenarios. Utilizes DeepFace for in-depth insights.
FarzadNekouee/Regression-Assumptions-Regularization
Dive into polynomial regression and its assumptions in car price prediction. This repo explores Linear, Polynomial, Ridge, Lasso, and Elastic-Net models on the CarDekho dataset for accurate estimates. A deep dive into regression and regularization.
FarzadNekouee/DCGAN-Photorealistic-Face-Generator
This project leverages DCGANs and the CelebA dataset to create photorealistic, synthetic human faces. The DCGAN model crafts new faces that, although similar to the celebrities in the training set, are completely fabricated. The goal is to produce lifelike 64x64 pixel faces.
FarzadNekouee/Imbalanced_Bank_Loan_Modeling
Classification project to pinpoint potential loan customers from an imbalanced dataset. Emphasizes on penalized and tree-based algorithms, optimizing for both recall and precision to enhance campaign efficacy and conversion rates.
FarzadNekouee/Enhanced_MRI_Tumor_Classification_Web_App
Reliable MRI brain tumor detection for various types including pituitary, meningioma, glioma. Focused on high accuracy in diverse image qualities. Features a Streamlit web app for practical deployment.
FarzadNekouee/Mobile_Price_Range_Classifier
Launching a mobile company to rival giants like Apple & Samsung, we leverage sales data to discern price ranges for mobiles based on features via ML models like SVM, DT, & RF. Not aiming for exact prices, but a strategic price bracket.
KhashayarRahimi/ChessRL-Reinforcement-Learning-on-Chess
Exploring diverse RL algorithms for developing a top-tier chess-playing agent.
a-lotfi/LSTM_Stock_Price_Prediction_tf
In this repository by using tensorflow, I build, train and evaluate LSTM models for predicting Google stock prices
ElhamMahdian/Thompson-sampling
Thompson sampling
FarzadNekouee/WeatherProof_PetDetection_App
This project presents a weather-proof model for accurate detection of dogs and cats, streamlined for desktop application. Utilizing renowned models, transfer learning, data augmentation, and weather effects, we've achieved a robust solution ready for real-world deployment.
saadafp/GAN-model-using-TensorFlow
In this repo, I will use GAN(Generative Adversarial Network) on Anime_image dataset.
Mari94k/Genes-Analysis
sntk-76/olympics-game-network
a-lotfi/linear_regression_project1
car price prediction
vandijklab/HBEC_SARS-CoV-2_scRNA-seq
Supplementary data for "Single-cell longitudinal analysis of SARS-CoV-2 infection in human bronchial epithelial cells"
Mari94k/Introduce-of-New-Book
shahriar-faghani/MM_radgen